Authors: Type:

2019

  • [PDF] G. Balikas, G. Dias, R. Moraliyski, H. Akhmouch, and M. Amini, “Learning Lexical-Semantic Relations Using Intuitive Cognitive Links,” in 41st European Conference on Information Retrieval (ECIR), Cologne, Germany, 2019.
    [Bibtex]
    @inproceedings{balikas:hal-01978396,
    title = {{Learning Lexical-Semantic Relations Using Intuitive Cognitive Links}},
    author = {Balikas, Georgios and Dias, Ga{\"{e}}l and Moraliyski, Rumen and Akhmouch, Houssam and Amini, Massih-Reza},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01978396},
    booktitle = {{41st European Conference on Information Retrieval (ECIR)}},
    address = {Cologne, Germany},
    year = {2019},
    hal_id = {hal-01978396}
    }
  • [PDF] C. Brouard, J. P. Chevallet, T. Orthlieb, and H. Slim, “WIB : un navigateur intégré pour Wikipédia destiné à l’évaluation participative de modèles de pertinence,” in 19ème conférence EGC, Metz, France, 2019, pp. 433-436.
    [Bibtex]
    @inproceedings{brouard:hal-01988346,
    title = {{WIB : un navigateur int{\'{e}}gr{\'{e}} pour Wikip{\'{e}}dia destin{\'{e}} {\`{a}} l'{\'{e}}valuation participative de mod{\`{e}}les de pertinence}},
    author = {Brouard, Christophe and Chevallet, Jean Pierre and Orthlieb, Teo and Slim, Habib},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01988346},
    booktitle = {{19{\`{e}}me conf{\'{e}}rence EGC}},
    address = {Metz, France},
    pages = {433-436},
    year = {2019},
    month = Jan,
    keywords = {Wikipedia ; pertinence ; navigation ; {\'{e}}valuation participative},
    hal_id = {hal-01988346}
    }

2018

  • [PDF] K. Mishchenko, F. Iutzeler, J. Malick, and M. Amini, “A delay-tolerant proximal-gradient algorithm for distributed learning,” in Proceedings of the 35th international conference on machine learning, ICML 2018, stockholmsmässan, stockholm, sweden, july 10-15, 2018, 2018, p. 3584–3592.
    [Bibtex]
    @inproceedings{DBLP:conf/icml/MishchenkoIMA18,
    author = {Konstantin Mishchenko and
    Franck Iutzeler and
    J{\'{e}}r{\^{o}}me Malick and
    Massih-Reza Amini},
    title = {A Delay-tolerant Proximal-Gradient Algorithm for Distributed Learning},
    booktitle = {Proceedings of the 35th International Conference on Machine Learning,
    {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July 10-15,
    2018},
    pages = {3584--3592},
    year = {2018},
    crossref = {DBLP:conf/icml/2018},
    url = {http://proceedings.mlr.press/v80/mishchenko18a.html},
    timestamp = {Fri, 13 Jul 2018 14:57:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/icml/MishchenkoIMA18}
    }
  • [PDF] [PDF] [DOI] Y. Bourrier, F. Jambon, C. Garbay, and V. Luengo, “A hybrid architecture for non-technical skills diagnosis,” in Intelligent tutoring systems – 14th international conference, ITS 2018, montreal, qc, canada, june 11-15, 2018, proceedings, Montreal, Canada, 2018, p. 300–305.
    [Bibtex]
    @inproceedings{DBLP:conf/its/BourrierJGL18,
    author = {Yannick Bourrier and
    Francis Jambon and
    Catherine Garbay and
    Vanda Luengo},
    title = {A Hybrid Architecture for Non-technical Skills Diagnosis},
    booktitle = {Intelligent Tutoring Systems - 14th International Conference, {ITS}
    2018, Montreal, QC, Canada, June 11-15, 2018, Proceedings},
    pages = {300--305},
    year = {2018},
    crossref = {DBLP:conf/its/2018},
    url = {https://doi.org/10.1007/978-3-319-91464-0\_31},
    doi = {10.1007/978-3-319-91464-0\_31},
    timestamp = {Tue, 05 Jun 2018 09:49:22 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/its/BourrierJGL18},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01774652},
    address = {Montreal, Canada},
    publisher = {{Springer}},
    series = {Lecture Notes in Computer Science},
    volume = {10858},
    month = Jun,
    keywords = {Neural networks ; Bayesian networks ; Ill-defined domains},
    hal_id = {hal-01774652}
    }
  • [PDF] [DOI] J. Yuan, A. Douzal-Chouakria, S. Varasteh, and Z. Wang, “A large margin time series nearest neighbour classification under locally weighted time warps. ,” Knowledge and Information Systems (KAIS), 2018.
    [Bibtex]
    @article{yuan:hal-01778905,
    title = {{A large margin time series nearest neighbour classification under locally weighted time warps. }},
    author = {Yuan, J. and Douzal-Chouakria, A. and Varasteh, S. and Wang, Z.},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01778905},
    journal = {{Knowledge and Information Systems (KAIS)}},
    publisher = {{Springer}},
    year = {2018},
    month = Mar,
    doi = {10.1007/s10115-018-1184-z},
    hal_id = {hal-01778905}
    }
  • [PDF] J. Quinton, E. Devijver, A. Leclercq-Samson, and A. Smeding, “Analyse fonctionnelle de trajectoires de souris en cognition sociale,” in Congrès International de Psychologie Sociale en Langue Française, Louvain-la-Neuve, Belgium, 2018.
    [Bibtex]
    @inproceedings{quinton:hal-01839425,
    title = {{Analyse fonctionnelle de trajectoires de souris en cognition sociale}},
    author = {Quinton, Jean-Charles and Devijver, Emilie and Leclercq-Samson, Adeline and Smeding, Annique},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01839425},
    booktitle = {{Congr{\`{e}}s International de Psychologie Sociale en Langue Française}},
    address = {Louvain-la-Neuve, Belgium},
    year = {2018},
    month = Jul,
    keywords = {donn{\'{e}}es fonctionnelles ; mouse-tracking ; mod{\`{e}}les mixtes ; cognition sociale ; perception sociale},
    hal_id = {hal-01839425}
    }
  • [PDF] A. Goyal, E. Morvant, and M. Amini, “Apprentissage d’un vote de majorité hiérarchique pour l’apprentissage multivue,” in Conférence Francophone sur l’Apprentissage Automatique (CAp), Rouen, France, 2018.
    [Bibtex]
    @inproceedings{goyal:hal-01889342,
    title = {{Apprentissage d'un vote de majorit{\'{e}} hi{\'{e}}rarchique pour l'apprentissage multivue}},
    author = {Goyal, Anil and Morvant, Emilie and Amini, Massih-Reza},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01889342},
    booktitle = {{Conf{\'{e}}rence Francophone sur l'Apprentissage Automatique (CAp)}},
    address = {Rouen, France},
    year = {2018},
    month = Jun,
    keywords = {Multiview Learning ; Bregman Divergence ; Majority vote},
    hal_id = {hal-01889342}
    }
  • [PDF] D. Grishchenko, F. Iutzeler, J. Malick, and M. Amini, “Asynchronous distributed learning with sparse communications and identification,” Corr, vol. abs/1812.03871, 2018.
    [Bibtex]
    @article{DBLP:journals/corr/abs-1812-03871,
    author = {Dmitry Grishchenko and
    Franck Iutzeler and
    J{\'{e}}r{\^{o}}me Malick and
    Massih-Reza Amini},
    title = {Asynchronous Distributed Learning with Sparse Communications and Identification},
    journal = {CoRR},
    volume = {abs/1812.03871},
    year = {2018},
    url = {http://arxiv.org/abs/1812.03871},
    archiveprefix = {arXiv},
    eprint = {1812.03871},
    timestamp = {Thu, 03 Jan 2019 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/journals/corr/abs-1812-03871}
    }
  • [PDF] S. Agarwal, M. Dymetman, and É. Gaussier, “Char2char generation with reranking for the E2E NLG challenge,” in Proceedings of the 11th international conference on natural language generation, tilburg university, the netherlands, november 5-8, 2018, 2018, p. 451–456.
    [Bibtex]
    @inproceedings{DBLP:conf/inlg/AgarwalDG18,
    author = {Shubham Agarwal and
    Marc Dymetman and
    {\'{E}}ric Gaussier},
    title = {Char2char Generation with Reranking for the {E2E} {NLG} Challenge},
    booktitle = {Proceedings of the 11th International Conference on Natural Language
    Generation, Tilburg University, The Netherlands, November 5-8, 2018},
    pages = {451--456},
    year = {2018},
    crossref = {DBLP:conf/inlg/2018},
    url = {https://aclanthology.info/papers/W18-6555/w18-6555},
    timestamp = {Tue, 06 Nov 2018 14:13:25 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/inlg/AgarwalDG18}
    }
  • [PDF] S. Agarwal, M. Dymetman, and É. Gaussier, “Char2char generation with reranking for the E2E NLG challenge,” Corr, vol. abs/1811.05826, 2018.
    [Bibtex]
    @article{DBLP:journals/corr/abs-1811-05826,
    author = {Shubham Agarwal and
    Marc Dymetman and
    {\'{E}}ric Gaussier},
    title = {Char2char Generation with Reranking for the {E2E} {NLG} Challenge},
    journal = {CoRR},
    volume = {abs/1811.05826},
    year = {2018},
    url = {http://arxiv.org/abs/1811.05826},
    archiveprefix = {arXiv},
    eprint = {1811.05826},
    timestamp = {Mon, 26 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/journals/corr/abs-1811-05826}
    }
  • [PDF] G. Balikas, G. Dias, R. Moraliyski, and M. Amini, “Concurrent learning of semantic relations,” Corr, vol. abs/1807.10076, 2018.
    [Bibtex]
    @article{DBLP:journals/corr/abs-1807-10076,
    author = {Georgios Balikas and
    Ga{\"{e}}l Dias and
    Rumen Moraliyski and
    Massih-Reza Amini},
    title = {Concurrent Learning of Semantic Relations},
    journal = {CoRR},
    volume = {abs/1807.10076},
    year = {2018},
    url = {http://arxiv.org/abs/1807.10076},
    archiveprefix = {arXiv},
    eprint = {1807.10076},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/abs-1807-10076}
    }
  • [PDF] [PDF] [DOI] N. Dogra, P. Mulhem, L. Goeuriot, and M. Amini, “Corpus d’entraînement sur les plongements de mots pour la recherche de microblogs culturels,” in Conférence en recherche d’informations et applications – CORIA 2018, 15th french information retrieval conference, rennes, france, may 16-18, 2018. proceedings., Rennes, France, 2018.
    [Bibtex]
    @inproceedings{DBLP:conf/coria/DograMGA18,
    author = {Nayanika Dogra and
    Philippe Mulhem and
    Lorraine Goeuriot and
    Massih-Reza Amini},
    title = {Corpus d'entra{\^{\i}}nement sur les plongements de mots pour la recherche
    de microblogs culturels},
    booktitle = {COnf{\'{e}}rence en Recherche d'Informations et Applications - {CORIA}
    2018, 15th French Information Retrieval Conference, Rennes, France,
    May 16-18, 2018. Proceedings.},
    year = {2018},
    crossref = {DBLP:conf/coria/2018},
    url = {https://doi.org/10.24348/coria.2018.paper10},
    doi = {10.24348/coria.2018.paper10},
    timestamp = {Fri, 26 Oct 2018 10:27:18 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/coria/DograMGA18},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01915204},
    address = {Rennes, France},
    month = May,
    hal_id = {hal-01915204}
    }
  • [PDF] [DOI] G. Balikas, C. Laclau, I. Redko, and M. Amini, “Cross-lingual document retrieval using regularized wasserstein distance,” in Advances in information retrieval – 40th european conference on IR research, ECIR 2018, grenoble, france, march 26-29, 2018, proceedings, 2018, p. 398–410.
    [Bibtex]
    @inproceedings{DBLP:conf/ecir/BalikasLRA18,
    author = {Georgios Balikas and
    Charlotte Laclau and
    Ievgen Redko and
    Massih-Reza Amini},
    title = {Cross-Lingual Document Retrieval Using Regularized Wasserstein Distance},
    booktitle = {Advances in Information Retrieval - 40th European Conference on {IR}
    Research, {ECIR} 2018, Grenoble, France, March 26-29, 2018, Proceedings},
    pages = {398--410},
    year = {2018},
    crossref = {DBLP:conf/ecir/2018},
    url = {https://doi.org/10.1007/978-3-319-76941-7\_30},
    doi = {10.1007/978-3-319-76941-7\_30},
    timestamp = {Fri, 02 Nov 2018 09:34:00 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/ecir/BalikasLRA18}
    }
  • [PDF] G. Balikas, C. Laclau, I. Redko, and M. Amini, “Cross-lingual document retrieval using regularized wasserstein distance,” Corr, vol. abs/1805.04437, 2018.
    [Bibtex]
    @article{DBLP:journals/corr/abs-1805-04437,
    author = {Georgios Balikas and
    Charlotte Laclau and
    Ievgen Redko and
    Massih-Reza Amini},
    title = {Cross-lingual Document Retrieval using Regularized Wasserstein Distance},
    journal = {CoRR},
    volume = {abs/1805.04437},
    year = {2018},
    url = {http://arxiv.org/abs/1805.04437},
    archiveprefix = {arXiv},
    eprint = {1805.04437},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/abs-1805-04437}
    }
  • [PDF] G. Balikas, C. Laclau, I. Redko, and M. Amini, “Cross-Lingual Document Retrieval Using Regularized Wasserstein Distance,” in Advances in Information Retrieval – 40th European Conference on IR Research, Grenoble, France, 2018.
    [Bibtex]
    @inproceedings{balikas:hal-01888678,
    title = {{Cross-Lingual Document Retrieval Using Regularized Wasserstein Distance}},
    author = {Balikas, Georgios and Laclau, Charlotte and Redko, Ievgen and Amini, Massih-Reza},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01888678},
    booktitle = {{Advances in Information Retrieval - 40th European Conference on IR Research}},
    address = {Grenoble, France},
    year = {2018},
    month = Mar,
    hal_id = {hal-01888678}
    }
  • [PDF] M. Amini, R. Blanch, M. Clausel, J. Durand, É. Gaussier, J. Malick, C. Picard, V. Quéma, and G. Quénot, Data Science, {Eyrolles}, 2018.
    [Bibtex]
    @book{amini:hal-01978692,
    title = {{Data Science}},
    author = {Amini, Massih-Reza and Blanch, Renaud and Clausel, Marianne and Durand, Jean-Baptiste and Gaussier, {\'{E}}ric and Malick, J{\'{e}}r{\^{o}}me and Picard, Chistophe and Qu{\'{e}}ma, Vivien and Qu{\'{e}}not, Georges},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01978692},
    publisher = {{Eyrolles}},
    year = {2018},
    month = Aug,
    hal_id = {hal-01978692}
    }
  • [PDF] [PDF] [PDF] [DOI] K. T. Nguyen, F. Portet, and C. Garbay, “Dealing with imbalanced data sets for human activity recognition using mobile phone sensors,” in Intelligent environments 2018 – workshop proceedings of the 14th international conference on intelligent environments, rome, italy, 25-28 june 2018, Rome, Italy, 2018, p. 129–138.
    [Bibtex]
    @inproceedings{DBLP:conf/intenv/NguyenPG18,
    author = {Ky Trung Nguyen and
    François Portet and
    Catherine Garbay},
    title = {Dealing with Imbalanced Data Sets for Human Activity Recognition Using
    Mobile Phone Sensors},
    booktitle = {Intelligent Environments 2018 - Workshop Proceedings of the 14th International
    Conference on Intelligent Environments, Rome, Italy, 25-28 June 2018},
    pages = {129--138},
    year = {2018},
    crossref = {DBLP:conf/intenv/2018w},
    url = {https://doi.org/10.3233/978-1-61499-874-7-129},
    doi = {10.3233/978-1-61499-874-7-129},
    timestamp = {Sat, 21 Jul 2018 18:39:38 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/intenv/NguyenPG18},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01950472},
    address = {Rome, Italy},
    month = Jun,
    keywords = {human activity recognition ; smartphone ; oversampling ; class imbalance problem ; context-aware computing ; Ambient Intelligence},
    pdf = {https://hal.archives-ouvertes.fr/hal-01950472/file/imblanced-data-human.pdf},
    hal_id = {hal-01950472}
    }
  • [PDF] M. Tami, M. Clausel, E. Devijver, A. Dulac, É. Gaussier, S. Janaqi, and M. Chèbre, “Dealing with uncertain inputs in regression trees,” Corr, vol. abs/1810.11698, 2018.
    [Bibtex]
    @article{DBLP:journals/corr/abs-1810-11698,
    author = {Myriam Tami and
    Marianne Clausel and
    Emilie Devijver and
    Adrien Dulac and
    {\'{E}}ric Gaussier and
    Stefan Janaqi and
    M{\'{e}}riam Ch{\`{e}}bre},
    title = {Dealing with Uncertain Inputs in Regression Trees},
    journal = {CoRR},
    volume = {abs/1810.11698},
    year = {2018},
    url = {http://arxiv.org/abs/1810.11698},
    archiveprefix = {arXiv},
    eprint = {1810.11698},
    timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/journals/corr/abs-1810-11698}
    }
  • [PDF] M. M. Fard, T. Thonet, and É. Gaussier, “Deep k-means: jointly clustering with k-means and learning representations,” Corr, vol. abs/1806.10069, 2018.
    [Bibtex]
    @article{DBLP:journals/corr/abs-1806-10069,
    author = {Maziar Moradi Fard and
    Thibaut Thonet and
    {\'{E}}ric Gaussier},
    title = {Deep k-Means: Jointly Clustering with k-Means and Learning Representations},
    journal = {CoRR},
    volume = {abs/1806.10069},
    year = {2018},
    url = {http://arxiv.org/abs/1806.10069},
    archiveprefix = {arXiv},
    eprint = {1806.10069},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/abs-1806-10069}
    }
  • [PDF] [DOI] S. T. Mai, S. Amer-Yahia, S. Bailly, J. L. Pépin, A. Douzal-Chouakria, K. T. Nguyen, and A. -, “Evolutionary active constrained clustering for obstructive sleep apnea analysis,” Data science and engineering, vol. 3, iss. 4, p. 359–378, 2018.
    [Bibtex]
    @article{DBLP:journals/dase/MaiABPCNN18,
    author = {Son T. Mai and
    Sihem Amer-Yahia and
    S{\'{e}}bastien Bailly and
    Jean Louis P{\'{e}}pin and
    Ahlame Douzal-Chouakria and
    Ky T. Nguyen and
    Anh{-}Duong Nguyen},
    title = {Evolutionary Active Constrained Clustering for Obstructive Sleep Apnea
    Analysis},
    journal = {Data Science and Engineering},
    volume = {3},
    number = {4},
    pages = {359--378},
    year = {2018},
    url = {https://doi.org/10.1007/s41019-018-0080-6},
    doi = {10.1007/s41019-018-0080-6},
    timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/journals/dase/MaiABPCNN18}
    }
  • [PDF] [DOI] S. Moura, A. Asarbaev, M. Amini, and Y. Maximov, “Heterogeneous dyadic multi-task learning with implicit feedback,” in Neural information processing – 25th international conference, ICONIP 2018, siem reap, cambodia, december 13-16, 2018, proceedings, part III, 2018, p. 660–672.
    [Bibtex]
    @inproceedings{DBLP:conf/iconip/MouraAAM18,
    author = {Simon Moura and
    Amir Asarbaev and
    Massih-Reza Amini and
    Yury Maximov},
    title = {Heterogeneous Dyadic Multi-task Learning with Implicit Feedback},
    booktitle = {Neural Information Processing - 25th International Conference, {ICONIP}
    2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part
    {III}},
    pages = {660--672},
    year = {2018},
    crossref = {DBLP:conf/iconip/2018-3},
    url = {https://doi.org/10.1007/978-3-030-04182-3\_58},
    doi = {10.1007/978-3-030-04182-3\_58},
    timestamp = {Fri, 07 Dec 2018 08:49:27 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/iconip/MouraAAM18}
    }
  • [PDF] [PDF] [DOI] A. E. Mahdaouy, S. E. A. Ouatik, and É. Gaussier, “Improving arabic information retrieval using word embedding similarities,” I. j. speech technology, vol. 21, iss. 1, p. 121–136, 2018.
    [Bibtex]
    @article{DBLP:journals/ijst/MahdaouyOG18,
    author = {Abdelkader El Mahdaouy and
    Sa{\"{\i}}d El Alaoui Ouatik and
    {\'{E}}ric Gaussier},
    title = {Improving Arabic information retrieval using word embedding similarities},
    journal = {I. J. Speech Technology},
    volume = {21},
    number = {1},
    pages = {121--136},
    year = {2018},
    url = {https://doi.org/10.1007/s10772-018-9492-y},
    doi = {10.1007/s10772-018-9492-y},
    timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/journals/ijst/MahdaouyOG18},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01706531},
    publisher = {{Springer Verlag}},
    month = Mar,
    keywords = { Term mismatch ; Word embedding ; Semantic similarity ; Arabic information retrieval},
    hal_id = {hal-01706531}
    }
  • [PDF] [PDF] [DOI] B. Joshi, F. Iutzeler, and M. Amini, “Large-scale asynchronous distributed learning based on parameter exchanges,” I. j. data science and analytics, vol. 5, iss. 4, p. 223–232, 2018.
    [Bibtex]
    @article{DBLP:journals/ijdsa/JoshiIA18,
    author = {Bikash Joshi and
    Franck Iutzeler and
    Massih-Reza Amini},
    title = {Large-scale asynchronous distributed learning based on parameter exchanges},
    journal = {I. J. Data Science and Analytics},
    volume = {5},
    number = {4},
    pages = {223--232},
    year = {2018},
    url = {https://doi.org/10.1007/s41060-018-0110-5},
    doi = {10.1007/s41060-018-0110-5},
    timestamp = {Sat, 23 Jun 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/ijdsa/JoshiIA18},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01727638},
    publisher = {{Springer Verlag}},
    hal_id = {hal-01727638}
    }
  • [PDF] [DOI] S. Sidana, C. Laclau, and M. Amini, “Learning to recommend diverse items over implicit feedback on PANDOR,” in Proceedings of the 12th ACM conference on recommender systems, recsys 2018, vancouver, bc, canada, october 2-7, 2018, 2018, p. 427–431.
    [Bibtex]
    @inproceedings{DBLP:conf/recsys/SidanaLA18,
    author = {Sumit Sidana and
    Charlotte Laclau and
    Massih-Reza Amini},
    title = {Learning to recommend diverse items over implicit feedback on {PANDOR}},
    booktitle = {Proceedings of the 12th {ACM} Conference on Recommender Systems, RecSys
    2018, Vancouver, BC, Canada, October 2-7, 2018},
    pages = {427--431},
    year = {2018},
    crossref = {DBLP:conf/recsys/2018},
    url = {https://doi.org/10.1145/3240323.3240400},
    doi = {10.1145/3240323.3240400},
    timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/recsys/SidanaLA18}
    }
  • [PDF] [DOI] B. Li, É. Gaussier, and D. Yang, “Measuring bilingual corpus comparability,” Natural language engineering, vol. 24, iss. 4, p. 523–549, 2018.
    [Bibtex]
    @article{DBLP:journals/nle/LiGY18,
    author = {Bo Li and
    {\'{E}}ric Gaussier and
    Dan Yang},
    title = {Measuring bilingual corpus comparability},
    journal = {Natural Language Engineering},
    volume = {24},
    number = {4},
    pages = {523--549},
    year = {2018},
    url = {https://doi.org/10.1017/S1351324917000481},
    doi = {10.1017/S1351324917000481},
    timestamp = {Wed, 11 Jul 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/nle/LiGY18}
    }
  • [PDF] [DOI] V. Shalaeva, S. Alkhoury, J. Marinescu, C. Amblard, and G. Bisson, “Multi-operator decision trees for explainable time-series classification,” in Information processing and management of uncertainty in knowledge-based systems. theory and foundations – 17th international conference, IPMU 2018, cádiz, spain, june 11-15, 2018, proceedings, part I, 2018, p. 86–99.
    [Bibtex]
    @inproceedings{DBLP:conf/ipmu/ShalaevaAMAB18,
    author = {Vera Shalaeva and
    Sami Alkhoury and
    Julien Marinescu and
    C{\'{e}}cile Amblard and
    Gilles Bisson},
    title = {Multi-operator Decision Trees for Explainable Time-Series Classification},
    booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based
    Systems. Theory and Foundations - 17th International Conference, {IPMU}
    2018, C{\'{a}}diz, Spain, June 11-15, 2018, Proceedings, Part {I}},
    pages = {86--99},
    year = {2018},
    crossref = {DBLP:conf/ipmu/2018-1},
    url = {https://doi.org/10.1007/978-3-319-91473-2\_8},
    doi = {10.1007/978-3-319-91473-2\_8},
    timestamp = {Wed, 30 May 2018 14:42:39 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ipmu/ShalaevaAMAB18}
    }
  • [PDF] [PDF] [PDF] G. Balikas, G. Dias, and M. Amini, “Multi-task learning for semantic relations discovery,” in Proceedings of the EKAW 2018 posters and demonstrations session co-located with 21st international conference on knowledge engineering and knowledge management (EKAW 2018), nancy, france, november 12-16, 2018., Nancy, France, 2018, p. 5–8.
    [Bibtex]
    @inproceedings{DBLP:conf/ekaw/BalikasDA18,
    author = {Georgios Balikas and
    Ga{\"{e}}l Dias and
    Massih-Reza Amini},
    title = {Multi-task Learning for Semantic Relations Discovery},
    booktitle = {Proceedings of the {EKAW} 2018 Posters and Demonstrations Session
    co-located with 21st International Conference on Knowledge Engineering
    and Knowledge Management {(EKAW} 2018), Nancy, France, November 12-16,
    2018.},
    pages = {5--8},
    year = {2018},
    crossref = {DBLP:conf/ekaw/2018pd},
    url = {http://ceur-ws.org/Vol-2262/ekaw-poster-03.pdf},
    timestamp = {Tue, 18 Dec 2018 14:07:48 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/ekaw/BalikasDA18},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01921715},
    address = {Nancy, France},
    pdf = {https://hal.archives-ouvertes.fr/hal-01921715/file/EKAW_2018___Multi_task_Learning_for_Semantic_Relations_Identification.pdf},
    hal_id = {hal-01921715}
    }
  • [PDF] A. Goyal, E. Morvant, P. Germain, and M. Amini, “Multiview boosting by controlling the diversity and the accuracy of view-specific voters,” Corr, vol. abs/1808.05784, 2018.
    [Bibtex]
    @article{DBLP:journals/corr/abs-1808-05784,
    author = {Anil Goyal and
    Emilie Morvant and
    Pascal Germain and
    Massih-Reza Amini},
    title = {Multiview Boosting by Controlling the Diversity and the Accuracy of
    View-specific Voters},
    journal = {CoRR},
    volume = {abs/1808.05784},
    year = {2018},
    url = {http://arxiv.org/abs/1808.05784},
    archiveprefix = {arXiv},
    eprint = {1808.05784},
    timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/abs-1808-05784}
    }
  • [PDF] [DOI] A. Goyal, E. Morvant, and M. Amini, “Multiview learning of weighted majority vote by bregman divergence minimization,” in Advances in intelligent data analysis XVII – 17th international symposium, IDA 2018, ‘s-hertogenbosch, the netherlands, october 24-26, 2018, proceedings, 2018, p. 124–136.
    [Bibtex]
    @inproceedings{DBLP:conf/ida/GoyalMA18,
    author = {Anil Goyal and
    Emilie Morvant and
    Massih-Reza Amini},
    title = {Multiview Learning of Weighted Majority Vote by Bregman Divergence
    Minimization},
    booktitle = {Advances in Intelligent Data Analysis {XVII} - 17th International
    Symposium, {IDA} 2018, 's-Hertogenbosch, The Netherlands, October
    24-26, 2018, Proceedings},
    pages = {124--136},
    year = {2018},
    crossref = {DBLP:conf/ida/2018},
    url = {https://doi.org/10.1007/978-3-030-01768-2\_11},
    doi = {10.1007/978-3-030-01768-2\_11},
    timestamp = {Thu, 11 Oct 2018 14:54:26 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ida/GoyalMA18}
    }
  • [PDF] A. Goyal, E. Morvant, and M. Amini, “Multiview learning of weighted majority vote by bregman divergence minimization,” Corr, vol. abs/1805.10212, 2018.
    [Bibtex]
    @article{DBLP:journals/corr/abs-1805-10212,
    author = {Anil Goyal and
    Emilie Morvant and
    Massih-Reza Amini},
    title = {Multiview Learning of Weighted Majority Vote by Bregman Divergence
    Minimization},
    journal = {CoRR},
    volume = {abs/1805.10212},
    year = {2018},
    url = {http://arxiv.org/abs/1805.10212},
    archiveprefix = {arXiv},
    eprint = {1805.10212},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/abs-1805-10212}
    }
  • [PDF] [PDF] A. Goyal, E. Morvant, and M. Amini, “Multiview Learning of Weighted Majority Vote by Bregman Divergence Minimization,” in International Symposium on Intelligent Data Analysis (IDA), ‘s-Hertogenbosch, Netherlands, 2018.
    [Bibtex]
    @inproceedings{goyal:hal-01799173,
    title = {{Multiview Learning of Weighted Majority Vote by Bregman Divergence Minimization}},
    author = {Goyal, Anil and Morvant, Emilie and Amini, Massih-Reza},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01799173},
    booktitle = {{International Symposium on Intelligent Data Analysis (IDA)}},
    address = {‘s-Hertogenbosch, Netherlands},
    year = {2018},
    month = Oct,
    keywords = {Bregman Divergence ; Multiview Learning ; Majority Vote},
    pdf = {https://hal.archives-ouvertes.fr/hal-01799173/file/main_report.pdf},
    hal_id = {hal-01799173}
    }
  • [PDF] [PDF] [DOI] É. Gaussier, J. Lelong, V. Reis, and D. Trystram, “Online tuning of easy-backfilling using queue reordering policies,” IEEE trans. parallel distrib. syst., vol. 29, iss. 10, p. 2304–2316, 2018.
    [Bibtex]
    @article{DBLP:journals/tpds/GaussierLRT18,
    author = {{\'{E}}ric Gaussier and
    J{\'{e}}r{\^{o}}me Lelong and
    Valentin Reis and
    Denis Trystram},
    title = {Online Tuning of EASY-Backfilling using Queue Reordering Policies},
    journal = {{IEEE} Trans. Parallel Distrib. Syst.},
    volume = {29},
    number = {10},
    pages = {2304--2316},
    year = {2018},
    url = {https://doi.org/10.1109/TPDS.2018.2820699},
    doi = {10.1109/TPDS.2018.2820699},
    timestamp = {Wed, 03 Oct 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/tpds/GaussierLRT18},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01963216},
    publisher = {{Institute of Electrical and Electronics Engineers}},
    month = Oct,
    hal_id = {hal-01963216}
    }
  • [PDF] [DOI] Y. G. Cinar, H. Mirisaee, P. Goswami, É. Gaussier, and A. Aït-Bachir, “Period-aware content attention rnns for time series forecasting with missing values,” Neurocomputing, vol. 312, p. 177–186, 2018.
    [Bibtex]
    @article{DBLP:journals/ijon/CinarMGGA18,
    author = {Yagmur Gizem Cinar and
    Hamid Mirisaee and
    Parantapa Goswami and
    {\'{E}}ric Gaussier and
    Ali A{\"{\i}}t-Bachir},
    title = {Period-aware content attention RNNs for time series forecasting with
    missing values},
    journal = {Neurocomputing},
    volume = {312},
    pages = {177--186},
    year = {2018},
    url = {https://doi.org/10.1016/j.neucom.2018.05.090},
    doi = {10.1016/j.neucom.2018.05.090},
    timestamp = {Sat, 11 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/ijon/CinarMGGA18}
    }
  • [PDF] [DOI] M. Alsayasneh, S. Amer-Yahia, É. Gaussier, V. Leroy, J. Pilourdault, R. M. Borromeo, M. Toyama, and J. -, “Personalized and diverse task composition in crowdsourcing,” IEEE trans. knowl. data eng., vol. 30, iss. 1, p. 128–141, 2018.
    [Bibtex]
    @article{DBLP:journals/tkde/AlsayasnehAGLPB18,
    author = {Maha Alsayasneh and
    Sihem Amer-Yahia and
    {\'{E}}ric Gaussier and
    Vincent Leroy and
    Julien Pilourdault and
    Ria Mae Borromeo and
    Motomichi Toyama and
    Jean{-}Michel Renders},
    title = {Personalized and Diverse Task Composition in Crowdsourcing},
    journal = {{IEEE} Trans. Knowl. Data Eng.},
    volume = {30},
    number = {1},
    pages = {128--141},
    year = {2018},
    url = {https://doi.org/10.1109/TKDE.2017.2755660},
    doi = {10.1109/TKDE.2017.2755660},
    timestamp = {Tue, 16 Jan 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/journals/tkde/AlsayasnehAGLPB18}
    }
  • [PDF] [DOI] Y. Maximov, M. Amini, and Z. Harchaoui, “Rademacher complexity bounds for a penalized multi-class semi-supervised algorithm,” J. artif. intell. res., vol. 61, p. 761–786, 2018.
    [Bibtex]
    @article{DBLP:journals/jair/MaximovAH18,
    author = {Yury Maximov and
    Massih-Reza Amini and
    Za{\"{\i}}d Harchaoui},
    title = {Rademacher Complexity Bounds for a Penalized Multi-class Semi-supervised
    Algorithm},
    journal = {J. Artif. Intell. Res.},
    volume = {61},
    pages = {761--786},
    year = {2018},
    url = {https://doi.org/10.1613/jair.5638},
    doi = {10.1613/jair.5638},
    timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/journals/jair/MaximovAH18}
    }
  • [PDF] [DOI] Y. Maximov, M. Amini, and Z. Harchaoui, “Rademacher complexity bounds for a penalized multi-class semi-supervised algorithm (extended abstract),” in Proceedings of the twenty-seventh international joint conference on artificial intelligence, IJCAI 2018, july 13-19, 2018, stockholm, sweden., 2018, p. 5637–5641.
    [Bibtex]
    @inproceedings{DBLP:conf/ijcai/MaximovAH18,
    author = {Yury Maximov and
    Massih-Reza Amini and
    Za{\"{\i}}d Harchaoui},
    title = {Rademacher Complexity Bounds for a Penalized Multi-class Semi-supervised
    Algorithm (Extended Abstract)},
    booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
    Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
    Sweden.},
    pages = {5637--5641},
    year = {2018},
    crossref = {DBLP:conf/ijcai/2018},
    url = {https://doi.org/10.24963/ijcai.2018/800},
    doi = {10.24963/ijcai.2018/800},
    timestamp = {Sat, 28 Jul 2018 14:39:21 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ijcai/MaximovAH18}
    }
  • [PDF] S. Moura, M. Amini, S. Louhichi, and M. Clausel, “Rademacher generalization bounds for classifier chains,” Corr, vol. abs/1807.10166, 2018.
    [Bibtex]
    @article{DBLP:journals/corr/abs-1807-10166,
    author = {Simon Moura and
    Massih-Reza Amini and
    Sana Louhichi and
    Marianne Clausel},
    title = {Rademacher Generalization Bounds for Classifier Chains},
    journal = {CoRR},
    volume = {abs/1807.10166},
    year = {2018},
    url = {http://arxiv.org/abs/1807.10166},
    archiveprefix = {arXiv},
    eprint = {1807.10166},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/abs-1807-10166}
    }
  • [PDF] [PDF] [DOI] S. T. Mai, S. Amer-Yahia, A. Douzal-Chouakria, K. T. Nguyen, and A. -, “Scalable active constrained clustering for temporal data,” in Database systems for advanced applications – 23rd international conference, DASFAA 2018, gold coast, qld, australia, may 21-24, 2018, proceedings, part I, australie, Australia, 2018, p. 566–582.
    [Bibtex]
    @inproceedings{DBLP:conf/dasfaa/MaiACNN18,
    author = {Son T. Mai and
    Sihem Amer-Yahia and
    Ahlame Douzal-Chouakria and
    Ky T. Nguyen and
    Anh{-}Duong Nguyen},
    title = {Scalable Active Constrained Clustering for Temporal Data},
    booktitle = {Database Systems for Advanced Applications - 23rd International Conference,
    {DASFAA} 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings,
    Part {I}},
    pages = {566--582},
    year = {2018},
    crossref = {DBLP:conf/dasfaa/2018-1},
    url = {https://doi.org/10.1007/978-3-319-91452-7\_37},
    doi = {10.1007/978-3-319-91452-7\_37},
    timestamp = {Fri, 18 May 2018 12:51:18 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/dasfaa/MaiACNN18},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01778896},
    address = {australie, Australia},
    month = May,
    hal_id = {hal-01778896}
    }
  • [PDF] [PDF] [DOI] S. T. Mai, S. Amer-Yahia, and A. Douzal-Chouakria, “Scalable active temporal constrained clustering,” in Proceedings of the 21th international conference on extending database technology, EDBT 2018, vienna, austria, march 26-29, 2018., Vienna, Austria, 2018, p. 449–452.
    [Bibtex]
    @inproceedings{DBLP:conf/edbt/MaiAC18,
    author = {Son T. Mai and
    Sihem Amer-Yahia and
    Ahlame Douzal-Chouakria},
    title = {Scalable Active Temporal Constrained Clustering},
    booktitle = {Proceedings of the 21th International Conference on Extending Database
    Technology, {EDBT} 2018, Vienna, Austria, March 26-29, 2018.},
    pages = {449--452},
    year = {2018},
    crossref = {DBLP:conf/edbt/2018},
    url = {https://doi.org/10.5441/002/edbt.2018.44},
    doi = {10.5441/002/edbt.2018.44},
    timestamp = {Sat, 19 May 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/edbt/MaiAC18},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01778891},
    address = {Vienna, Austria},
    month = Mar,
    hal_id = {hal-01778891}
    }
  • [PDF] [DOI] É. Gaussier, “Semantic annotation in the biomedical domain: large-scale classification and bioasq,” in Companion of the the web conference 2018 on the web conference 2018, WWW 2018, lyon , france, april 23-27, 2018, 2018, p. 1045.
    [Bibtex]
    @inproceedings{DBLP:conf/www/Gaussier18,
    author = {{\'{E}}ric Gaussier},
    title = {Semantic Annotation in the Biomedical Domain: Large-scale Classification
    and BioASQ},
    booktitle = {Companion of the The Web Conference 2018 on The Web Conference 2018,
    {WWW} 2018, Lyon , France, April 23-27, 2018},
    pages = {1045},
    year = {2018},
    crossref = {DBLP:conf/www/2018c},
    url = {https://doi.org/10.1145/3184558.3193131},
    doi = {10.1145/3184558.3193131},
    timestamp = {Wed, 21 Nov 2018 12:44:11 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/www/Gaussier18}
    }
  • [PDF] [DOI] B. Li, É. Gaussier, and D. Yang, “The dilution/concentration conditions for cross-language information retrieval models,” Inf. process. manage., vol. 54, iss. 2, p. 291–302, 2018.
    [Bibtex]
    @article{DBLP:journals/ipm/LiGY18,
    author = {Bo Li and
    {\'{E}}ric Gaussier and
    Dan Yang},
    title = {The Dilution/Concentration conditions for cross-language information
    retrieval models},
    journal = {Inf. Process. Manage.},
    volume = {54},
    number = {2},
    pages = {291--302},
    year = {2018},
    url = {https://doi.org/10.1016/j.ipm.2017.11.008},
    doi = {10.1016/j.ipm.2017.11.008},
    timestamp = {Wed, 21 Feb 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/journals/ipm/LiGY18}
    }
  • [PDF] [PDF] [PDF] [DOI] S. V. Yazdi, A. Douzal-Chouakria, P. Gallinari, and M. Moussallam, “Time warp invariant dictionary learning for time series clustering: application to music data stream analysis,” in Machine learning and knowledge discovery in databases – european conference, ECML PKDD 2018, dublin, ireland, september 10-14, 2018, proceedings, part I, Dublin, Ireland, 2018, p. 356–372.
    [Bibtex]
    @inproceedings{DBLP:conf/pkdd/YazdiCGM18,
    author = {Saeed Varasteh Yazdi and
    Ahlame Douzal-Chouakria and
    Patrick Gallinari and
    Manuel Moussallam},
    title = {Time Warp Invariant Dictionary Learning for Time Series Clustering:
    Application to Music Data Stream Analysis},
    booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
    {ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
    Part {I}},
    pages = {356--372},
    year = {2018},
    crossref = {DBLP:conf/pkdd/2018-1},
    url = {https://doi.org/10.1007/978-3-030-10925-7\_22},
    doi = {10.1007/978-3-030-10925-7\_22},
    timestamp = {Fri, 18 Jan 2019 12:36:38 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/pkdd/YazdiCGM18},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01898905},
    address = {Dublin, Ireland},
    month = Sep,
    keywords = {Time series clustering ; dictionary learning ; sparse coding},
    pdf = {https://hal.archives-ouvertes.fr/hal-01898905/file/44.pdf},
    hal_id = {hal-01898905}
    }
  • [PDF] [PDF] [DOI] S. V. Yazdi and A. Douzal-Chouakria, “Time warp invariant \emphksvd: sparse coding and dictionary learning for time series under time warp,” Pattern recognition letters, vol. 112, p. 1–8, 2018.
    [Bibtex]
    @article{DBLP:journals/prl/YazdiC18,
    author = {Saeed Varasteh Yazdi and
    Ahlame Douzal-Chouakria},
    title = {Time warp invariant \emph{k}SVD: Sparse coding and dictionary learning
    for time series under time warp},
    journal = {Pattern Recognition Letters},
    volume = {112},
    pages = {1--8},
    year = {2018},
    url = {https://doi.org/10.1016/j.patrec.2018.05.017},
    doi = {10.1016/j.patrec.2018.05.017},
    timestamp = {Wed, 03 Oct 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/prl/YazdiC18},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01811938},
    publisher = {{Elsevier}},
    month = Sep,
    hal_id = {hal-01811938}
    }
  • [PDF] M. Amini, 机器学习:理论、实践与提高, iTuring, 2018.
    [Bibtex]
    @book{DBLP:books/ituring/Amini18,
    author = {Massih-Reza Amini},
    title = {机器学习:理论、实践与提高},
    publisher = {iTuring},
    year = {2018},
    url = {http://www.ituring.com.cn/book/2021},
    isbn = {978-7-115-47965-5},
    timestamp = {Tue, 12 Jun 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/books/ituring/Amini18}
    }
  • [PDF] Y. Bourrier, F. Jambon, C. Garbay, and V. Luengo, “Un réseau bayésien pour le diagnostic des compétences non-techniques en situation critique,” in Journées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes, Toulouse, France, 2018.
    [Bibtex]
    @inproceedings{bourrier:hal-01857604,
    title = {{Un r{\'{e}}seau bay{\'{e}}sien pour le diagnostic des comp{\'{e}}tences non-techniques en situation critique}},
    author = {Bourrier, Yannick and Jambon, Francis and Garbay, Catherine and Luengo, Vanda},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01857604},
    booktitle = {{Journ{\'{e}}es Francophones sur les R{\'{e}}seaux Bay{\'{e}}siens et les Mod{\`{e}}les Graphiques Probabilistes}},
    address = {Toulouse, France},
    year = {2018},
    month = May,
    hal_id = {hal-01857604}
    }
  • [PDF] [DOI] A. Betlei, E. Diemert, and M. Amini, “Uplift prediction with dependent feature representation in imbalanced treatment and control conditions,” in Neural information processing – 25th international conference, ICONIP 2018, siem reap, cambodia, december 13-16, 2018, proceedings, part V, 2018, p. 47–57.
    [Bibtex]
    @inproceedings{DBLP:conf/iconip/BetleiDA18,
    author = {Artem Betlei and
    Eustache Diemert and
    Massih-Reza Amini},
    title = {Uplift Prediction with Dependent Feature Representation in Imbalanced
    Treatment and Control Conditions},
    booktitle = {Neural Information Processing - 25th International Conference, {ICONIP}
    2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part
    {V}},
    pages = {47--57},
    year = {2018},
    crossref = {DBLP:conf/iconip/2018-5},
    url = {https://doi.org/10.1007/978-3-030-04221-9\_5},
    doi = {10.1007/978-3-030-04221-9\_5},
    timestamp = {Fri, 07 Dec 2018 08:49:28 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/iconip/BetleiDA18}
    }
  • [PDF] [DOI] C. Lagnier, É. Gaussier, and F. Kawala, “User-centered probabilistic models for content diffusion in the blogosphere,” Online social networks and media, vol. 5, p. 61–75, 2018.
    [Bibtex]
    @article{DBLP:journals/osnm/LagnierGK18,
    author = {C{\'{e}}dric Lagnier and
    {\'{E}}ric Gaussier and
    François Kawala},
    title = {User-centered probabilistic models for content diffusion in the blogosphere},
    journal = {Online Social Networks and Media},
    volume = {5},
    pages = {61--75},
    year = {2018},
    url = {https://doi.org/10.1016/j.osnem.2018.01.001},
    doi = {10.1016/j.osnem.2018.01.001},
    timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/journals/osnm/LagnierGK18}
    }

2017

  • [PDF] B. Joshi, M. Amini, I. Partalas, F. Iutzeler, and Y. Maximov, “Aggressive sampling for multi-class to binary reduction with applications to text classification,” in Advances in neural information processing systems 30: annual conference on neural information processing systems 2017, 4-9 december 2017, long beach, ca, USA, 2017, p. 4162–4171.
    [Bibtex]
    @inproceedings{DBLP:conf/nips/JoshiAPIM17,
    author = {Bikash Joshi and
    Massih-Reza Amini and
    Ioannis Partalas and
    Franck Iutzeler and
    Yury Maximov},
    title = {Aggressive Sampling for Multi-class to Binary Reduction with Applications
    to Text Classification},
    booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
    on Neural Information Processing Systems 2017, 4-9 December 2017,
    Long Beach, CA, {USA}},
    pages = {4162--4171},
    year = {2017},
    crossref = {DBLP:conf/nips/2017},
    url = {http://papers.nips.cc/paper/7004-aggressive-sampling-for-multi-class-to-binary-reduction-with-applications-to-text-classification},
    timestamp = {Mon, 27 Nov 2017 12:38:16 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/nips/JoshiAPIM17}
    }
  • [PDF] B. Joshi, M. Amini, I. Partalas, F. Iutzeler, and Y. Maximov, “Aggressive sampling for multi-class to binary reduction with applications to text classification,” Corr, vol. abs/1701.06511, 2017.
    [Bibtex]
    @article{DBLP:journals/corr/JoshiAPIM17,
    author = {Bikash Joshi and
    Massih-Reza Amini and
    Ioannis Partalas and
    Franck Iutzeler and
    Yury Maximov},
    title = {Aggressive Sampling for Multi-class to Binary Reduction with Applications
    to Text Classification},
    journal = {CoRR},
    volume = {abs/1701.06511},
    year = {2017},
    url = {http://arxiv.org/abs/1701.06511},
    archiveprefix = {arXiv},
    eprint = {1701.06511},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/JoshiAPIM17}
    }
  • [PDF] B. Joshi, M. Amini, I. Partalas, F. Iutzeler, and Y. Maximov, “Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification,” in 2017 Conference on Neural Information Processing Systems, Long Beach, United States, 2017.
    [Bibtex]
    @inproceedings{joshi:hal-01769780,
    title = {{Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification}},
    author = {Joshi, Bikash and Amini, Massih-Reza and Partalas, Ioannis and Iutzeler, Franck and Maximov, Yury},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01769780},
    booktitle = {{2017 Conference on Neural Information Processing Systems}},
    address = {Long Beach, United States},
    series = {Advances in Neural Information Processing Systems 30},
    year = {2017},
    month = Dec,
    hal_id = {hal-01769780}
    }
  • [PDF] [PDF] [DOI] Y. Bourrier, F. Jambon, C. Garbay, and V. Luengo, “A multi-layered architecture for analysis of non-technical-skills in critical situations,” in Artificial intelligence in education – 18th international conference, AIED 2017, wuhan, china, june 28 – july 1, 2017, proceedings, Wuhan, China, 2017, p. 463–466.
    [Bibtex]
    @inproceedings{DBLP:conf/aied/BourrierJGL17,
    author = {Yannick Bourrier and
    Francis Jambon and
    Catherine Garbay and
    Vanda Luengo},
    title = {A Multi-layered Architecture for Analysis of Non-technical-Skills
    in Critical Situations},
    booktitle = {Artificial Intelligence in Education - 18th International Conference,
    {AIED} 2017, Wuhan, China, June 28 - July 1, 2017, Proceedings},
    pages = {463--466},
    year = {2017},
    crossref = {DBLP:conf/aied/2017},
    url = {https://doi.org/10.1007/978-3-319-61425-0\_41},
    doi = {10.1007/978-3-319-61425-0\_41},
    timestamp = {Tue, 27 Jun 2017 09:08:52 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/aied/BourrierJGL17},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01517152},
    address = {Wuhan, China},
    series = {AIED 2017},
    month = Jun,
    keywords = {: ill-defined domains ; non-technical skills ; critical situations ; neural networks},
    hal_id = {hal-01517152}
    }
  • [PDF] [PDF] [DOI] Y. Bourrier, F. Jambon, C. Garbay, and V. Luengo, “An approach for the analysis of perceptual and gestural performance during critical situations,” in Data driven approaches in digital education – 12th european conference on technology enhanced learning, EC-TEL 2017, tallinn, estonia, september 12-15, 2017, proceedings, Tallinn, Estonia, 2017, p. 373–378.
    [Bibtex]
    @inproceedings{DBLP:conf/ectel/BourrierJGL17,
    author = {Yannick Bourrier and
    Francis Jambon and
    Catherine Garbay and
    Vanda Luengo},
    title = {An Approach for the Analysis of Perceptual and Gestural Performance
    During Critical Situations},
    booktitle = {Data Driven Approaches in Digital Education - 12th European Conference
    on Technology Enhanced Learning, {EC-TEL} 2017, Tallinn, Estonia,
    September 12-15, 2017, Proceedings},
    pages = {373--378},
    year = {2017},
    crossref = {DBLP:conf/ectel/2017},
    url = {https://doi.org/10.1007/978-3-319-66610-5\_29},
    doi = {10.1007/978-3-319-66610-5\_29},
    timestamp = {Tue, 05 Sep 2017 14:29:34 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ectel/BourrierJGL17},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01578390},
    address = {Tallinn, Estonia},
    publisher = {{Springer International Publishing}},
    month = Sep,
    keywords = {Ill-defined domains ; Non-technical skills ; Critical situations ; Neural networks},
    hal_id = {hal-01578390}
    }
  • [PDF] [PDF] [DOI] A. Dulac, É. Gaussier, and C. Largeron, “A study of stochastic mixed membership models for link prediction in social networks,” in 2017 IEEE international conference on data science and advanced analytics, DSAA 2017, tokyo, japan, october 19-21, 2017, Tokyo, Japan, 2017, p. 706–715.
    [Bibtex]
    @inproceedings{DBLP:conf/dsaa/DulacGL17,
    author = {Adrien Dulac and
    {\'{E}}ric Gaussier and
    Christine Largeron},
    title = {A Study of Stochastic Mixed Membership Models for Link Prediction
    in Social Networks},
    booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
    Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
    pages = {706--715},
    year = {2017},
    crossref = {DBLP:conf/dsaa/2017},
    url = {https://doi.org/10.1109/DSAA.2017.58},
    doi = {10.1109/DSAA.2017.58},
    timestamp = {Tue, 23 Jan 2018 13:46:16 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/dsaa/DulacGL17},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01613762},
    address = {Tokyo, Japan},
    month = Oct,
    hal_id = {hal-01613762}
    }
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    [Bibtex]
    @inproceedings{DBLP:conf/pakdd/ChebelLG17,
    author = {Mohamed Chebel and
    Chiraz Latiri and
    {\'{E}}ric Gaussier},
    title = {Bilingual Lexicon Extraction from Comparable Corpora Based on Closed
    Concepts Mining},
    booktitle = {Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia
    Conference, {PAKDD} 2017, Jeju, South Korea, May 23-26, 2017, Proceedings,
    Part {I}},
    pages = {586--598},
    year = {2017},
    crossref = {DBLP:conf/pakdd/2017-1},
    url = {https://doi.org/10.1007/978-3-319-57454-7\_46},
    doi = {10.1007/978-3-319-57454-7\_46},
    timestamp = {Fri, 02 Nov 2018 09:48:46 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/pakdd/ChebelLG17}
    }
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    [Bibtex]
    @article{DBLP:journals/corr/LopezPBDMRSA17,
    author = {C{\'{e}}dric Lopez and
    Ioannis Partalas and
    Georgios Balikas and
    Nadia Derbas and
    Am{\'{e}}lie Martin and
    Coralie Reutenauer and
    Fr{\'{e}}d{\'{e}}rique Segond and
    Massih-Reza Amini},
    title = {CAp 2017 challenge: Twitter Named Entity Recognition},
    journal = {CoRR},
    volume = {abs/1707.07568},
    year = {2017},
    url = {http://arxiv.org/abs/1707.07568},
    archiveprefix = {arXiv},
    eprint = {1707.07568},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/LopezPBDMRSA17}
    }
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    [Bibtex]
    @inproceedings{DBLP:conf/cicling/BouziriLG17,
    author = {Ahlem Bouziri and
    Chiraz Latiri and
    {\'{E}}ric Gaussier},
    title = {Efficient Association Rules Selecting for Automatic Query Expansion},
    booktitle = {Computational Linguistics and Intelligent Text Processing - 18th International
    Conference, CICLing 2017, Budapest, Hungary, April 17-23, 2017, Revised
    Selected Papers, Part {II}},
    pages = {563--574},
    year = {2017},
    crossref = {DBLP:conf/cicling/2017-2},
    url = {https://doi.org/10.1007/978-3-319-77116-8\_42},
    doi = {10.1007/978-3-319-77116-8\_42},
    timestamp = {Wed, 14 Nov 2018 10:56:03 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/cicling/BouziriLG17}
    }
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    [Bibtex]
    @article{DBLP:journals/corr/Bonnasse-GahotB17,
    author = {Laurent Bonnasse-Gahot and
    Henri Berestycki and
    Marie{-}Aude Depuiset and
    Mirta B. Gordon and
    Sebastian Roch{\'{e}} and
    Nancy Rodr{\'{\i}}guez and
    Jean{-}Pierre Nadal},
    title = {Epidemiological modeling of the 2005 French riots: a spreading wave
    and the role of contagion},
    journal = {CoRR},
    volume = {abs/1701.07479},
    year = {2017},
    url = {http://arxiv.org/abs/1701.07479},
    archiveprefix = {arXiv},
    eprint = {1701.07479},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/Bonnasse-GahotB17}
    }
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    @article{DBLP:journals/ipm/GoswamiGA17,
    author = {Parantapa Goswami and
    {\'{E}}ric Gaussier and
    Massih-Reza Amini},
    title = {Exploring the space of information retrieval term scoring functions},
    journal = {Inf. Process. Manage.},
    volume = {53},
    number = {2},
    pages = {454--472},
    year = {2017},
    url = {https://doi.org/10.1016/j.ipm.2016.11.003},
    doi = {10.1016/j.ipm.2016.11.003},
    timestamp = {Thu, 18 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/ipm/GoswamiGA17},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01769766},
    publisher = {{Elsevier}},
    month = Jan,
    hal_id = {hal-01769766}
    }
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    @inproceedings{quinton:hal-01966806,
    title = {{Functional mixed effect models for mouse-tracking data in social cognition}},
    author = {Quinton, Jean-Charles and Devijver, Emilie and Samson, Adeline and Smeding, Annique},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01966806},
    booktitle = {{ESCON Transfer of Knowledge Conference}},
    address = {Gdansk, Poland},
    year = {2017},
    month = Aug,
    hal_id = {hal-01966806}
    }
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    @article{DBLP:journals/ma/Devijver17,
    author = {Emilie Devijver},
    title = {Joint rank and variable selection for parsimonious estimation in a
    high-dimensional finite mixture regression model},
    journal = {J. Multivariate Analysis},
    volume = {157},
    pages = {1--13},
    year = {2017},
    url = {https://doi.org/10.1016/j.jmva.2017.02.006},
    doi = {10.1016/j.jmva.2017.02.006},
    timestamp = {Mon, 29 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/ma/Devijver17}
    }
  • [PDF] [PDF] [DOI] S. Sidana, C. Laclau, M. Amini, G. Vandelle, and A. B. -, “KASANDR: A large-scale dataset with implicit feedback for recommendation,” in Proceedings of the 40th international ACM SIGIR conference on research and development in information retrieval, shinjuku, tokyo, japan, august 7-11, 2017, Tokyo, Japan, 2017, p. 1245–1248.
    [Bibtex]
    @inproceedings{DBLP:conf/sigir/SidanaLAVB17,
    author = {Sumit Sidana and
    Charlotte Laclau and
    Massih-Reza Amini and
    Gilles Vandelle and
    Andr{\'{e}} Bois{-}Crettez},
    title = {{KASANDR:} {A} Large-Scale Dataset with Implicit Feedback for Recommendation},
    booktitle = {Proceedings of the 40th International {ACM} {SIGIR} Conference on
    Research and Development in Information Retrieval, Shinjuku, Tokyo,
    Japan, August 7-11, 2017},
    pages = {1245--1248},
    year = {2017},
    crossref = {DBLP:conf/sigir/2017},
    url = {https://doi.org/10.1145/3077136.3080713},
    doi = {10.1145/3077136.3080713},
    timestamp = {Tue, 06 Nov 2018 11:07:22 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/sigir/SidanaLAVB17},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01769768},
    address = {Tokyo, Japan},
    month = Jun,
    hal_id = {hal-01769768}
    }
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    [Bibtex]
    @article{DBLP:journals/jmlr/TrouillonDGWRB17,
    author = {Th{\'{e}}o Trouillon and
    Christopher R. Dance and
    {\'{E}}ric Gaussier and
    Johannes Welbl and
    Sebastian Riedel and
    Guillaume Bouchard},
    title = {Knowledge Graph Completion via Complex Tensor Factorization},
    journal = {Journal of Machine Learning Research},
    volume = {18},
    pages = {130:1--130:38},
    year = {2017},
    url = {http://jmlr.org/papers/v18/16-563.html},
    timestamp = {Mon, 30 Jul 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/jmlr/TrouillonDGWRB17},
    archiveprefix = {arXiv},
    eprint = {1702.06879}
    }
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    @article{DBLP:journals/adac/Devijver17,
    author = {Emilie Devijver},
    title = {Model-based regression clustering for high-dimensional data: application
    to functional data},
    journal = {Adv. Data Analysis and Classification},
    volume = {11},
    number = {2},
    pages = {243--279},
    year = {2017},
    url = {https://doi.org/10.1007/s11634-016-0242-1},
    doi = {10.1007/s11634-016-0242-1},
    timestamp = {Wed, 31 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/adac/Devijver17}
    }
  • [PDF] [PDF] C. Adam, J. Dugdale, and C. Garbay, “Modélisation multi-agent de la cohésion sociale en situation de crise,” {Laboratoire d’informatique de Grenoble}, Research Report RR-LIG-53, 2017.
    [Bibtex]
    @techreport{adam:halshs-01525173,
    title = {{Mod{\'{e}}lisation multi-agent de la coh{\'{e}}sion sociale en situation de crise}},
    author = {Adam, Carole and Dugdale, Julie and Garbay, Catherine},
    hal_url = {https://halshs.archives-ouvertes.fr/halshs-01525173},
    note = {Les rapports de recherche du LIG - ISSN : 2105-0422RR-LIG-53},
    type = {Research Report},
    number = {RR-LIG-53},
    institution = {{Laboratoire d'informatique de Grenoble}},
    year = {2017},
    month = May,
    keywords = { mutual knowledge ; norms ; agent-based simulation ; crisis situation ; Social cohesion ; situation de crise ; simulation multi-agent ; normes ; connaissance mutuelle ; {\'{e}}motions ; Coh{\'{e}}sion sociale},
    pdf = {https://halshs.archives-ouvertes.fr/halshs-01525173/file/Adam-Dugdale-Garbay-cohesion-rrlig.pdf},
    hal_id = {halshs-01525173}
    }
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    @article{DBLP:journals/isci/DoCMRV17,
    author = {Cao-Tri Do and
    Ahlame Douzal-Chouakria and
    Sylvain Mari{\'{e}} and
    Mich{\`{e}}le Rombaut and
    Saeed Varasteh},
    title = {Multi-modal and multi-scale temporal metric learning for a robust
    time series nearest neighbors classification},
    journal = {Inf. Sci.},
    volume = {418},
    pages = {272--285},
    year = {2017},
    url = {https://doi.org/10.1016/j.ins.2017.08.020},
    doi = {10.1016/j.ins.2017.08.020},
    timestamp = {Mon, 06 Nov 2017 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/journals/isci/DoCMRV17},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01579028},
    publisher = {{Elsevier}},
    keywords = {Svm ; Multi-scale metric ; Multi-modal metric ; Dissimilarity space ; k NN ; Classification ; Metric learning ; Time series},
    hal_id = {hal-01579028}
    }
  • [PDF] [DOI] G. Balikas, S. Moura, and M. Amini, “Multitask learning for fine-grained twitter sentiment analysis,” in Proceedings of the 40th international ACM SIGIR conference on research and development in information retrieval, shinjuku, tokyo, japan, august 7-11, 2017, 2017, p. 1005–1008.
    [Bibtex]
    @inproceedings{DBLP:conf/sigir/BalikasMA17,
    author = {Georgios Balikas and
    Simon Moura and
    Massih-Reza Amini},
    title = {Multitask Learning for Fine-Grained Twitter Sentiment Analysis},
    booktitle = {Proceedings of the 40th International {ACM} {SIGIR} Conference on
    Research and Development in Information Retrieval, Shinjuku, Tokyo,
    Japan, August 7-11, 2017},
    pages = {1005--1008},
    year = {2017},
    crossref = {DBLP:conf/sigir/2017},
    url = {https://doi.org/10.1145/3077136.3080702},
    doi = {10.1145/3077136.3080702},
    timestamp = {Tue, 06 Nov 2018 11:07:22 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/sigir/BalikasMA17}
    }
  • [PDF] G. Balikas, S. Moura, and M. Amini, “Multitask learning for fine-grained twitter sentiment analysis,” Corr, vol. abs/1707.03569, 2017.
    [Bibtex]
    @article{DBLP:journals/corr/BalikasMA17,
    author = {Georgios Balikas and
    Simon Moura and
    Massih-Reza Amini},
    title = {Multitask Learning for Fine-Grained Twitter Sentiment Analysis},
    journal = {CoRR},
    volume = {abs/1707.03569},
    year = {2017},
    url = {http://arxiv.org/abs/1707.03569},
    archiveprefix = {arXiv},
    eprint = {1707.03569},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/BalikasMA17}
    }
  • [PDF] G. Balikas, S. Moura, and M. Amini, “On a Topic Model for Sentences ,” in 40th International ACM SIGIR conference on Research and Development in Informa- tion Retrieval, Tokyo, Japan, 2017.
    [Bibtex]
    @inproceedings{balikas:hal-01769770,
    title = {{On a Topic Model for Sentences }},
    author = {Balikas, Georgios and Moura, Simon and Amini, Massih-Reza},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01769770},
    booktitle = {{40th International ACM SIGIR conference on Research and Development in Informa- tion Retrieval}},
    address = {Tokyo, Japan},
    year = {2017},
    month = Jun,
    hal_id = {hal-01769770},
    keywords = {LDA ; Latent Topic detection}
    }
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    @article{DBLP:journals/corr/abs-1709-05666,
    author = {Th{\'{e}}o Trouillon and
    {\'{E}}ric Gaussier and
    Christopher R. Dance and
    Guillaume Bouchard},
    title = {On Inductive Abilities of Latent Factor Models for Relational Learning},
    journal = {CoRR},
    volume = {abs/1709.05666},
    year = {2017},
    url = {http://arxiv.org/abs/1709.05666},
    archiveprefix = {arXiv},
    eprint = {1709.05666},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/abs-1709-05666}
    }
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    [Bibtex]
    @article{DBLP:journals/corr/BalikasPA17,
    author = {Georgios Balikas and
    Ioannis Partalas and
    Massih-Reza Amini},
    title = {On the effectiveness of feature set augmentation using clusters of
    word embeddings},
    journal = {CoRR},
    volume = {abs/1705.01265},
    year = {2017},
    url = {http://arxiv.org/abs/1705.01265},
    archiveprefix = {arXiv},
    eprint = {1705.01265},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/BalikasPA17}
    }
  • [PDF] [PDF] [PDF] [DOI] A. Goyal, E. Morvant, P. Germain, and M. Amini, “Pac-bayesian analysis for a two-step hierarchical multiview learning approach,” in Machine learning and knowledge discovery in databases – european conference, ECML PKDD 2017, skopje, macedonia, september 18-22, 2017, proceedings, part II, Skopje, Macedonia, 2017, p. 205–221.
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    @inproceedings{DBLP:conf/pkdd/GoyalMGA17,
    author = {Anil Goyal and
    Emilie Morvant and
    Pascal Germain and
    Massih-Reza Amini},
    title = {PAC-Bayesian Analysis for a Two-Step Hierarchical Multiview Learning
    Approach},
    booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
    {ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
    Part {II}},
    pages = {205--221},
    year = {2017},
    crossref = {DBLP:conf/pkdd/2017-2},
    url = {https://doi.org/10.1007/978-3-319-71246-8\_13},
    doi = {10.1007/978-3-319-71246-8\_13},
    timestamp = {Tue, 02 Jan 2018 12:14:02 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/pkdd/GoyalMGA17},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01546109},
    note = {Long version : https://arxiv.org/abs/1606.07240},
    address = {Skopje, Macedonia},
    month = Sep,
    keywords = {PAC-Bayesian Theory ; Multiview Learning},
    pdf = {https://hal.archives-ouvertes.fr/hal-01546109/file/mvpb_ecml.pdf},
    hal_id = {hal-01546109}
    }
  • [PDF] [DOI] Y. G. Cinar, H. Mirisaee, P. Goswami, É. Gaussier, A. Aït-Bachir, and V. V. Strijov, “Position-based content attention for time series forecasting with sequence-to-sequence rnns,” in Neural information processing – 24th international conference, ICONIP 2017, guangzhou, china, november 14-18, 2017, proceedings, part V, 2017, p. 533–544.
    [Bibtex]
    @inproceedings{DBLP:conf/iconip/CinarMGGAS17,
    author = {Yagmur Gizem Cinar and
    Hamid Mirisaee and
    Parantapa Goswami and
    {\'{E}}ric Gaussier and
    Ali A{\"{\i}}t-Bachir and
    Vadim V. Strijov},
    title = {Position-Based Content Attention for Time Series Forecasting with
    Sequence-to-Sequence RNNs},
    booktitle = {Neural Information Processing - 24th International Conference, {ICONIP}
    2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part {V}},
    pages = {533--544},
    year = {2017},
    crossref = {DBLP:conf/iconip/2017-5},
    url = {https://doi.org/10.1007/978-3-319-70139-4\_54},
    doi = {10.1007/978-3-319-70139-4\_54},
    timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/iconip/CinarMGGAS17}
    }
  • [PDF] M. Trofimov, S. Sidana, O. Horodnitskii, C. Laclau, Y. Maximov, and M. Amini, “Representation learning and pairwise ranking for implicit and explicit feedback in recommendation systems,” Corr, vol. abs/1705.00105, 2017.
    [Bibtex]
    @article{DBLP:journals/corr/TrofimovSHLMA17,
    author = {Mikhail Trofimov and
    Sumit Sidana and
    Oleh Horodnitskii and
    Charlotte Laclau and
    Yury Maximov and
    Massih-Reza Amini},
    title = {Representation Learning and Pairwise Ranking for Implicit and Explicit
    Feedback in Recommendation Systems},
    journal = {CoRR},
    volume = {abs/1705.00105},
    year = {2017},
    url = {http://arxiv.org/abs/1705.00105},
    archiveprefix = {arXiv},
    eprint = {1705.00105},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/TrofimovSHLMA17}
    }
  • [PDF] Y. G. Cinar, H. Mirisaee, P. Goswami, É. Gaussier, A. Aït-Bachir, and V. V. Strijov, “Time series forecasting using rnns: an extended attention mechanism to model periods and handle missing values,” Corr, vol. abs/1703.10089, 2017.
    [Bibtex]
    @article{DBLP:journals/corr/CinarMGGAS17,
    author = {Yagmur Gizem Cinar and
    Hamid Mirisaee and
    Parantapa Goswami and
    {\'{E}}ric Gaussier and
    Ali A{\"{\i}}t-Bachir and
    Vadim V. Strijov},
    title = {Time Series Forecasting using RNNs: an Extended Attention Mechanism
    to Model Periods and Handle Missing Values},
    journal = {CoRR},
    volume = {abs/1703.10089},
    year = {2017},
    url = {http://arxiv.org/abs/1703.10089},
    archiveprefix = {arXiv},
    eprint = {1703.10089},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/CinarMGGAS17}
    }
  • [PDF] [PDF] [DOI] H. Amoualian, W. Lu, É. Gaussier, G. Balikas, M. Amini, and M. Clausel, “Topical coherence in lda-based models through induced segmentation,” in Proceedings of the 55th annual meeting of the association for computational linguistics, ACL 2017, vancouver, canada, july 30 – august 4, volume 1: long papers, Vancouver, Canada, 2017, p. 1799–1809.
    [Bibtex]
    @inproceedings{DBLP:conf/acl/AmoualianLGBAC17,
    author = {Hesam Amoualian and
    Wei Lu and
    {\'{E}}ric Gaussier and
    Georgios Balikas and
    Massih-Reza Amini and
    Marianne Clausel},
    title = {Topical Coherence in LDA-based Models through Induced Segmentation},
    booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational
    Linguistics, {ACL} 2017, Vancouver, Canada, July 30 - August 4, Volume
    1: Long Papers},
    pages = {1799--1809},
    year = {2017},
    crossref = {DBLP:conf/acl/2017-1},
    url = {https://doi.org/10.18653/v1/P17-1165},
    doi = {10.18653/v1/P17-1165},
    timestamp = {Fri, 04 Aug 2017 16:38:24 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/acl/AmoualianLGBAC17},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01769776},
    address = {Vancouver, Canada},
    month = Jul,
    hal_id = {hal-01769776}
    }
  • [PDF] A. Dulac, E. Gaussier, and C. Largeron, “Une Etude des Modèles Mixed-Membership pour la Prédiction de Liens dans les Réseaux Sociaux,” in Marami2017 8ème conférence sur les modèles et l’analyse des réseaux, La Rochelle, France, 2017.
    [Bibtex]
    @inproceedings{dulac:hal-01613767,
    title = {{Une Etude des Mod{\`{e}}les Mixed-Membership pour la Pr{\'{e}}diction de Liens dans les R{\'{e}}seaux Sociaux}},
    author = {Dulac, Adrien and Gaussier, Eric and Largeron, Christine},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01613767},
    booktitle = {{Marami2017 8{\`{e}}me conf{\'{e}}rence sur les mod{\`{e}}les et l'analyse des r{\'{e}}seaux}},
    address = {La Rochelle, France},
    year = {2017},
    month = Oct,
    hal_id = {hal-01613767}
    }
  • [PDF] [PDF] C. Brouard and C. Pomot, “Veille d’information sur le web avec re-watch,” in 17ème journées francophones extraction et gestion des connaissances, EGC 2017, 24-27 janvier 2017, grenoble, france, Grenoble, France, 2017, p. 489–492.
    [Bibtex]
    @inproceedings{DBLP:conf/f-egc/BrouardP17,
    author = {Christophe Brouard and
    Christian Pomot},
    title = {Veille d'Information sur le Web avec Re-Watch},
    booktitle = {17{\`{e}}me Journ{\'{e}}es Francophones Extraction et Gestion des
    Connaissances, {EGC} 2017, 24-27 Janvier 2017, Grenoble, France},
    pages = {489--492},
    year = {2017},
    crossref = {DBLP:conf/f-egc/2017},
    url = {http://editions-rnti.fr/?inprocid=1002331},
    timestamp = {Fri, 17 Nov 2017 13:46:34 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/f-egc/BrouardP17},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01657537},
    address = {Grenoble, France},
    month = Jan,
    keywords = {veille d'information ; filtrage ; recommandation automatique},
    hal_id = {hal-01657537}
    }

2016

  • [PDF] [DOI] A. Douzal-Chouakria, Advanced Analysis and Learning on Temporal Data, A. Douzal-Chouakria, J. A. Vila, and P. Marteau, Eds., , 2016.
    [Bibtex]
    @book{douzalchouakria:hal-01385054,
    title = {{Advanced Analysis and Learning on Temporal Data}},
    author = {Douzal-Chouakria, Ahlame},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01385054},
    editor = {Ahlame Douzal-Chouakria and Jos{\'{e}} A. Vila and Pierre-François Marteau},
    year = {2016},
    month = Aug,
    doi = {10.1007/978-3-319-44412-3 },
    hal_id = {hal-01385054}
    }
  • [PDF] [PDF] R. Ratajczak, D. Pellerin, Q. Labourey, and C. Garbay, “A Fast Audiovisual Attention Model for Human Detection and Localization on a Companion Robot,” in The First International Conference on Applications and Systems of Visual Paradigms (VISUAL 2016), Barcelone, Spain, 2016.
    [Bibtex]
    @inproceedings{ratajczak:hal-01408740,
    title = {{A Fast Audiovisual Attention Model for Human Detection and Localization on a Companion Robot}},
    author = {Ratajczak, R{\'{e}}mi and Pellerin, Denis and Labourey, Quentin and Garbay, Catherine},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01408740},
    booktitle = {{The First International Conference on Applications and Systems of Visual Paradigms (VISUAL 2016)}},
    address = {Barcelone, Spain},
    organization = {{IARIA}},
    hal_local_reference = {ATTENTIVE},
    series = {VISUAL 2016 Proceedings - ThinkMind},
    year = {2016},
    month = Nov,
    keywords = {audiovisual attention ; saliency ; RGB-D ; human localization ; companion robot},
    pdf = {https://hal.archives-ouvertes.fr/hal-01408740/file/16_Visual_ratajczak_.pdf},
    hal_id = {hal-01408740}
    }
  • [PDF] [DOI] F. Badeig, E. Adam, R. Mandiau, and C. Garbay, “Analyzing multi-agent approaches for the design of advanced interactive and collaborative systems,” JAISE – Journal of Ambient Intelligence and Smart Environments, vol. 8, iss. 3, p. 325–346, 2016.
    [Bibtex]
    @article{badeig:hal-01406631,
    title = {{Analyzing multi-agent approaches for the design of advanced interactive and collaborative systems}},
    author = {Badeig, Fabien and Adam, Emmanuel and Mandiau, Ren{\'{e}} and Garbay, Catherine},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01406631},
    journal = {{JAISE - Journal of Ambient Intelligence and Smart Environments}},
    publisher = {{IOS Press}},
    volume = {8},
    number = {3},
    pages = {325--346},
    year = {2016},
    month = May,
    doi = {10.3233/AIS-160380},
    hal_id = {hal-01406631}
    }
  • [PDF] [PDF] [DOI] Y. Bourrier, F. Jambon, C. Garbay, and V. Luengo, “An approach to the TEL teaching of non-technical skills from the perspective of an ill-defined problem,” in Adaptive and adaptable learning – 11th european conference on technology enhanced learning, EC-TEL 2016, lyon, france, september 13-16, 2016, proceedings, Lyon, France, 2016, p. 555–558.
    [Bibtex]
    @inproceedings{DBLP:conf/ectel/BourrierJGL16,
    author = {Yannick Bourrier and
    Francis Jambon and
    Catherine Garbay and
    Vanda Luengo},
    title = {An Approach to the {TEL} Teaching of Non-technical Skills from the
    Perspective of an Ill-Defined Problem},
    booktitle = {Adaptive and Adaptable Learning - 11th European Conference on Technology
    Enhanced Learning, {EC-TEL} 2016, Lyon, France, September 13-16, 2016,
    Proceedings},
    pages = {555--558},
    year = {2016},
    crossref = {DBLP:conf/ectel/2016},
    url = {https://doi.org/10.1007/978-3-319-45153-4\_62},
    doi = {10.1007/978-3-319-45153-4\_62},
    timestamp = {Wed, 24 May 2017 08:30:36 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ectel/BourrierJGL16},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01406624},
    address = {Lyon, France},
    publisher = {{Springer}},
    series = {Lecture Notes in Computer Science},
    volume = {9891},
    month = Sep,
    hal_id = {hal-01406624}
    }
  • [PDF] G. Balikas and M. Amini, “An empirical study on large scale text classification with skip-gram embeddings,” Corr, vol. abs/1606.06623, 2016.
    [Bibtex]
    @article{DBLP:journals/corr/BalikasA16a,
    author = {Georgios Balikas and
    Massih-Reza Amini},
    title = {An empirical study on large scale text classification with skip-gram
    embeddings},
    journal = {CoRR},
    volume = {abs/1606.06623},
    year = {2016},
    url = {http://arxiv.org/abs/1606.06623},
    archiveprefix = {arXiv},
    eprint = {1606.06623},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/BalikasA16a}
    }
  • [PDF] [PDF] [PDF] [DOI] Q. Labourey, O. Aycard, D. Pellerin, M. Rombaut, and C. Garbay, “An evidential filter for indoor navigation of a mobile robot in dynamic environment,” in Information processing and management of uncertainty in knowledge-based systems – 16th international conference, IPMU 2016, eindhoven, the netherlands, june 20-24, 2016, proceedings, part I, Eindhoven, Netherlands, 2016, p. 286–298.
    [Bibtex]
    @inproceedings{DBLP:conf/ipmu/LaboureyAPRG16,
    author = {Quentin Labourey and
    Olivier Aycard and
    Denis Pellerin and
    Mich{\`{e}}le Rombaut and
    Catherine Garbay},
    title = {An Evidential Filter for Indoor Navigation of a Mobile Robot in Dynamic
    Environment},
    booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based
    Systems - 16th International Conference, {IPMU} 2016, Eindhoven, The
    Netherlands, June 20-24, 2016, Proceedings, Part {I}},
    pages = {286--298},
    year = {2016},
    crossref = {DBLP:conf/ipmu/2016-1},
    url = {https://doi.org/10.1007/978-3-319-40596-4\_25},
    doi = {10.1007/978-3-319-40596-4\_25},
    timestamp = {Sun, 21 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ipmu/LaboureyAPRG16},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01341861},
    address = {Eindhoven, Netherlands},
    month = Jun,
    keywords = {Active multimodal perception ; Evidential filtering ; Mobile robot},
    pdf = {https://hal.archives-ouvertes.fr/hal-01341861/file/IPMU2016_QUENTIN_LABOUREY.pdf},
    hal_id = {hal-01341861}
    }
  • [PDF] [PDF] Y. Bourrier, F. Jambon, C. Garbay, and V. Luengo, “An Interaction Centred Approach to the teaching of Non-technical Skills in a Virtual Environment,” {Laboratoire d’Informatique de Paris 6 ; Laboratoire d’Informatique de Grenoble}, Research Report , 2016.
    [Bibtex]
    @techreport{bourrier:hal-01335038,
    title = {{An Interaction Centred Approach to the teaching of Non-technical Skills in a Virtual Environment}},
    author = {Bourrier, Yannick and Jambon, Francis and Garbay, Catherine and Luengo, Vanda},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01335038},
    type = {Research Report},
    institution = {{Laboratoire d'Informatique de Paris 6 ; Laboratoire d'Informatique de Grenoble}},
    year = {2016},
    month = Jun,
    keywords = {Virtual Reality Environment ; Critical Situations ; Non-Technical Skills ; Ill-Defined Domains},
    pdf = {https://hal.archives-ouvertes.fr/hal-01335038/file/ARTICLE_HAL_Interaction_NTS.pdf},
    hal_id = {hal-01335038}
    }
  • [PDF] [PDF] [DOI] A. E. Mahdaouy, É. Gaussier, and S. E. A. Ouatik, “Arabic text classification based on word and document embeddings,” in Proceedings of the international conference on advanced intelligent systems and informatics, AISI 2016, cairo, egypt, october 24-26, 2016, 2016, p. 32–41.
    [Bibtex]
    @inproceedings{DBLP:conf/aisi/MahdaouyGO16,
    author = {Abdelkader El Mahdaouy and
    {\'{E}}ric Gaussier and
    Sa{\"{\i}}d El Alaoui Ouatik},
    title = {Arabic Text Classification Based on Word and Document Embeddings},
    booktitle = {Proceedings of the International Conference on Advanced Intelligent
    Systems and Informatics, {AISI} 2016, Cairo, Egypt, October 24-26,
    2016},
    pages = {32--41},
    year = {2016},
    crossref = {DBLP:conf/aisi/2016},
    url = {https://doi.org/10.1007/978-3-319-48308-5\_4},
    doi = {10.1007/978-3-319-48308-5\_4},
    timestamp = {Fri, 02 Nov 2018 09:42:03 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/aisi/MahdaouyGO16},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01386136},
    publisher = {{Springer International Publishing}},
    series = {Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2016},
    volume = {533},
    month = Oct,
    keywords = { Doc2vec ; Arabic text classification ; Arabic natural language processing ; Document embeddings ; Word embeddings ; SKIP-Gram ; Continuous Bag-of-Word ; Glove},
    hal_id = {hal-01386136}
    }
  • [PDF] [PDF] [DOI] F. Kawala, É. Gaussier, A. Douzal-Chouakria, and E. Diemert, “A study of different keyword activity prediction problems in social media,” IJSNM, vol. 2, iss. 3, p. 224–255, 2016.
    [Bibtex]
    @article{DBLP:journals/ijsnm/KawalaGCD16,
    author = {François Kawala and
    {\'{E}}ric Gaussier and
    Ahlame Douzal-Chouakria and
    Eustache Diemert},
    title = {A study of different keyword activity prediction problems in social
    media},
    journal = {{IJSNM}},
    volume = {2},
    number = {3},
    pages = {224--255},
    year = {2016},
    url = {https://doi.org/10.1504/IJSNM.2016.10003523},
    doi = {10.1504/IJSNM.2016.10003523},
    timestamp = {Sun, 28 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/ijsnm/KawalaGCD16},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01579048},
    month = Jan,
    keywords = {web mining ; clustering ; classification ; association rules mining ; empirical studies ; keyword activity prediction ; social media ; social networking sites SNS ; Twitter ; tweets},
    hal_id = {hal-01579048}
    }
  • [PDF] [PDF] [DOI] B. Joshi, F. Iutzeler, and M. Amini, “Asynchronous distributed matrix factorization with similar user and item based regularization,” in Proceedings of the 10th ACM conference on recommender systems, boston, ma, usa, september 15-19, 2016, Boston, United States, 2016, p. 75–78.
    [Bibtex]
    @inproceedings{DBLP:conf/recsys/JoshiIA16,
    author = {Bikash Joshi and
    Franck Iutzeler and
    Massih-Reza Amini},
    title = {Asynchronous Distributed Matrix Factorization with Similar User and
    Item Based Regularization},
    booktitle = {Proceedings of the 10th {ACM} Conference on Recommender Systems, Boston,
    MA, USA, September 15-19, 2016},
    pages = {75--78},
    year = {2016},
    crossref = {DBLP:conf/recsys/2016},
    url = {https://doi.org/10.1145/2959100.2959161},
    doi = {10.1145/2959100.2959161},
    timestamp = {Tue, 06 Nov 2018 11:07:03 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/recsys/JoshiIA16},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01406565},
    address = {Boston, United States},
    month = Sep,
    keywords = {Distributed Learning ; Collaborative Filtering ; Recommender System},
    hal_id = {hal-01406565}
    }
  • [PDF] T. Trouillon, J. Welbl, S. Riedel, É. Gaussier, and G. Bouchard, “Complex embeddings for simple link prediction,” in Proceedings of the 33nd international conference on machine learning, ICML 2016, new york city, ny, usa, june 19-24, 2016, 2016, p. 2071–2080.
    [Bibtex]
    @inproceedings{DBLP:conf/icml/TrouillonWRGB16,
    author = {Th{\'{e}}o Trouillon and
    Johannes Welbl and
    Sebastian Riedel and
    {\'{E}}ric Gaussier and
    Guillaume Bouchard},
    title = {Complex Embeddings for Simple Link Prediction},
    booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
    {ICML} 2016, New York City, NY, USA, June 19-24, 2016},
    pages = {2071--2080},
    year = {2016},
    crossref = {DBLP:conf/icml/2016},
    url = {http://jmlr.org/proceedings/papers/v48/trouillon16.html},
    timestamp = {Mon, 13 Nov 2017 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/icml/TrouillonWRGB16}
    }
  • [PDF] T. Trouillon, J. Welbl, S. Riedel, É. Gaussier, and G. Bouchard, “Complex embeddings for simple link prediction,” Corr, vol. abs/1606.06357, 2016.
    [Bibtex]
    @article{DBLP:journals/corr/TrouillonWRGB16,
    author = {Th{\'{e}}o Trouillon and
    Johannes Welbl and
    Sebastian Riedel and
    {\'{E}}ric Gaussier and
    Guillaume Bouchard},
    title = {Complex Embeddings for Simple Link Prediction},
    journal = {CoRR},
    volume = {abs/1606.06357},
    year = {2016},
    url = {http://arxiv.org/abs/1606.06357},
    archiveprefix = {arXiv},
    eprint = {1606.06357},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/TrouillonWRGB16}
    }
  • [PDF] [DOI] É. Gaussier and L. Cao, “Conference report on 2015 IEEE international conference on data science and advanced analytics (dsaa’2015) [conference reports],” IEEE comp. int. mag., vol. 11, iss. 1, p. 13–14, 2016.
    [Bibtex]
    @article{DBLP:journals/cim/GaussierC16,
    author = {{\'{E}}ric Gaussier and
    Longbing Cao},
    title = {Conference Report on 2015 {IEEE} International Conference on Data
    Science and Advanced Analytics (DSAA'2015) [Conference Reports]},
    journal = {{IEEE} Comp. Int. Mag.},
    volume = {11},
    number = {1},
    pages = {13--14},
    year = {2016},
    url = {https://doi.org/10.1109/MCI.2015.2502125},
    doi = {10.1109/MCI.2015.2502125},
    timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/journals/cim/GaussierC16}
    }
  • [PDF] [PDF] M. Amini, J. Durand, O. Gaudoin, E. Gaussier, and A. Iouditski, “Data Science: an international training program at master level,” Statistique et Enseignement (ISSN 2108-6745), vol. 7, iss. 1, pp. 95-102, 2016.
    [Bibtex]
    @article{amini:hal-01342469,
    title = {{Data Science: an international training program at master level}},
    author = {Amini, Massih-Reza and Durand, Jean-Baptiste and Gaudoin, Olivier and Gaussier, Eric and Iouditski, Anatoli},
    hal_url = {https://hal.inria.fr/hal-01342469},
    journal = {{Statistique et Enseignement (ISSN 2108-6745)}},
    publisher = {{Soci{\'{e}}t{\'{e}} Française de Statistique}},
    volume = {7},
    number = {1},
    pages = {95-102},
    year = {2016},
    month = Jun,
    keywords = {data science ; international program ; master 2 ; formation internationale},
    pdf = {https://hal.inria.fr/hal-01342469/file/DataScience_revision2.pdf},
    hal_id = {hal-01342469}
    }
  • [PDF] [PDF] [PDF] L. Thévin, J. Dugdale, O. Boissier, and C. Garbay, “Evaluating plans and human response using a normative multi-agent system,” in 13th proceedings of the international conference on information systems for crisis response and management, rio de janeiro, brasil, may 22-25, 2016., Rio de Janeiro, Brazil, 2016.
    [Bibtex]
    @inproceedings{DBLP:conf/iscram/ThevinDBG16,
    author = {Lauren Th{\'{e}}vin and
    Julie Dugdale and
    Olivier Boissier and
    Catherine Garbay},
    title = {Evaluating Plans and Human Response Using a Normative Multi-Agent
    System},
    booktitle = {13th Proceedings of the International Conference on Information Systems
    for Crisis Response and Management, Rio de Janeiro, Brasil, May 22-25,
    2016.},
    year = {2016},
    crossref = {DBLP:conf/iscram/2016},
    url = {http://idl.iscram.org/files/laurenthevin/2016/1435\_LaurenThevin\_etal2016.pdf},
    timestamp = {Fri, 04 Nov 2016 11:01:09 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/iscram/ThevinDBG16},
    hal_url = {https://hal-emse.ccsd.cnrs.fr/emse-01339079},
    address = {Rio de Janeiro, Brazil},
    month = May,
    keywords = {Crisis management ; training ; scenario ; collaboration ; tangible interaction},
    pdf = {https://hal-emse.ccsd.cnrs.fr/emse-01339079/file/iscram2016_final_for_proceedings.pdf},
    hal_id = {emse-01339079}
    }
  • [PDF] [DOI] A. Bouziri, C. Latiri, and É. Gaussier, “Expansion de requêtes par apprentissage,” in CORIA 2016 – conférence en recherche d’informations et applications – 13th french information retrieval conference. CIFED 2016 colloque international francophone sur l’ecrit et le document, toulouse, france, march 9-11, 2016., 2016, p. 267–282.
    [Bibtex]
    @inproceedings{DBLP:conf/coria/BouziriLG16,
    author = {Ahlem Bouziri and
    Chiraz Latiri and
    {\'{E}}ric Gaussier},
    title = {Expansion de requ{\^{e}}tes par apprentissage},
    booktitle = {{CORIA} 2016 - Conf{\'{e}}rence en Recherche d'Informations et Applications
    - 13th French Information Retrieval Conference. {CIFED} 2016 Colloque
    International Francophone sur l'Ecrit et le Document, Toulouse, France,
    March 9-11, 2016.},
    pages = {267--282},
    year = {2016},
    crossref = {DBLP:conf/coria/2016},
    url = {https://doi.org/10.24348/sdnri.2016.25},
    doi = {10.24348/sdnri.2016.25},
    timestamp = {Fri, 26 Oct 2018 09:53:56 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/coria/BouziriLG16}
    }
  • [PDF] [PDF] [DOI] S. Soheily-Khah, A. Douzal-Chouakria, and É. Gaussier, “Generalized k-means-based clustering for temporal data under weighted and kernel time warp,” Pattern recognition letters, vol. 75, p. 63–69, 2016.
    [Bibtex]
    @article{DBLP:journals/prl/Soheily-KhahCG16,
    author = {Saeid Soheily-Khah and
    Ahlame Douzal-Chouakria and
    {\'{E}}ric Gaussier},
    title = {Generalized k-means-based clustering for temporal data under weighted
    and kernel time warp},
    journal = {Pattern Recognition Letters},
    volume = {75},
    pages = {63--69},
    year = {2016},
    url = {https://doi.org/10.1016/j.patrec.2016.03.007},
    doi = {10.1016/j.patrec.2016.03.007},
    timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/prl/Soheily-KhahCG16},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01385059},
    month = May,
    keywords = { Clustering ; Time warp ; Averaging time series ; Temporal alignment kernel ; Time series ; Generalized k-means ; Temporal data ; Kernel k-means},
    hal_id = {hal-01385059}
    }
  • [PDF] [PDF] [DOI] L. Thévin, C. Garbay, O. Boissier, M. de Brito, and J. F. Hübner, “Institution artificielle située pour une aide à la régulation de la gestion de crises,” Revue d’intelligence artificielle, vol. 30, iss. 1-2, p. 185–209, 2016.
    [Bibtex]
    @article{DBLP:journals/ria/ThevinGBBH16,
    author = {Lauren Th{\'{e}}vin and
    Catherine Garbay and
    Olivier Boissier and
    Maiquel de Brito and
    Jomi Fred H{\"{u}}bner},
    title = {Institution artificielle situ{\'{e}}e pour une aide {\`{a}} la r{\'{e}}gulation
    de la gestion de crises},
    journal = {Revue d'Intelligence Artificielle},
    volume = {30},
    number = {1-2},
    pages = {185--209},
    year = {2016},
    url = {https://doi.org/10.3166/ria.30.185-209},
    doi = {10.3166/ria.30.185-209},
    timestamp = {Sat, 27 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/ria/ThevinGBBH16},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01407400},
    publisher = {{Lavoisier}},
    month = Jun,
    hal_id = {hal-01407400}
    }
  • [PDF] [PDF] R. Babbar, I. Partalas, É. Gaussier, M. Amini, and C. Amblard, “Learning taxonomy adaptation in large-scale classification,” Journal of machine learning research, vol. 17, iss. 98, p. 98:1–98:37, 2016.
    [Bibtex]
    @article{DBLP:journals/jmlr/BabbarPGAA16,
    author = {Rohit Babbar and
    Ioannis Partalas and
    {\'{E}}ric Gaussier and
    Massih-Reza Amini and
    C{\'{e}}cile Amblard},
    title = {Learning Taxonomy Adaptation in Large-scale Classification},
    journal = {Journal of Machine Learning Research},
    volume = {17},
    pages = {98:1--98:37},
    year = {2016},
    url = {http://jmlr.org/papers/v17/14-207.html},
    timestamp = {Mon, 31 Jul 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/jmlr/BabbarPGAA16},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01391902},
    publisher = {{Journal of Machine Learning Research}},
    number = {98},
    month = May,
    keywords = {Large scale categorization},
    hal_id = {hal-01391902}
    }
  • [PDF] [PDF] G. Balikas, H. Amoualian, M. Clausel, É. Gaussier, and M. Amini, “Modeling topic dependencies in semantically coherent text spans with copulas,” in COLING 2016, 26th international conference on computational linguistics, proceedings of the conference: technical papers, december 11-16, 2016, osaka, japan, Osaka, Japan, 2016, p. 1767–1776.
    [Bibtex]
    @inproceedings{DBLP:conf/coling/BalikasACGA16,
    author = {Georgios Balikas and
    Hesam Amoualian and
    Marianne Clausel and
    {\'{E}}ric Gaussier and
    Massih-Reza Amini},
    title = {Modeling topic dependencies in semantically coherent text spans with
    copulas},
    booktitle = {{COLING} 2016, 26th International Conference on Computational Linguistics,
    Proceedings of the Conference: Technical Papers, December 11-16, 2016,
    Osaka, Japan},
    pages = {1767--1776},
    year = {2016},
    crossref = {DBLP:conf/coling/2016},
    url = {http://aclweb.org/anthology/C/C16/C16-1166.pdf},
    timestamp = {Tue, 16 Jan 2018 17:41:35 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/coling/BalikasACGA16},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01406613},
    address = {Osaka, Japan},
    month = Dec,
    keywords = {Copulas},
    hal_id = {hal-01406613}
    }
  • [PDF] [PDF] [PDF] [DOI] G. Balikas and M. Amini, “Multi-label, multi-class classification using polylingual embeddings,” in Advances in information retrieval – 38th european conference on IR research, ECIR 2016, padua, italy, march 20-23, 2016. proceedings, Padoue, Italy, 2016, p. 723–728.
    [Bibtex]
    @inproceedings{DBLP:conf/ecir/BalikasA16,
    author = {Georgios Balikas and
    Massih-Reza Amini},
    title = {Multi-label, Multi-class Classification Using Polylingual Embeddings},
    booktitle = {Advances in Information Retrieval - 38th European Conference on {IR}
    Research, {ECIR} 2016, Padua, Italy, March 20-23, 2016. Proceedings},
    pages = {723--728},
    year = {2016},
    crossref = {DBLP:conf/ecir/2016},
    url = {https://doi.org/10.1007/978-3-319-30671-1\_59},
    doi = {10.1007/978-3-319-30671-1\_59},
    timestamp = {Wed, 14 Nov 2018 10:51:44 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/ecir/BalikasA16},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01299850},
    address = {Padoue, Italy},
    publisher = {{Springer}},
    volume = {9626},
    month = Mar,
    pdf = {https://hal.archives-ouvertes.fr/hal-01299850/file/paper.pdf},
    hal_id = {hal-01299850}
    }
  • [PDF] [PDF] [PDF] [DOI] R. O. C. García and O. Aycard, “Multiple sensor fusion and classification for moving object detection and tracking,” IEEE trans. intelligent transportation systems, vol. 17, iss. 2, p. 525–534, 2016.
    [Bibtex]
    @article{DBLP:journals/tits/GarciaA16,
    author = {Ricardo Omar Ch{\'{a}}vez Garc{\'{\i}}a and
    Olivier Aycard},
    title = {Multiple Sensor Fusion and Classification for Moving Object Detection
    and Tracking},
    journal = {{IEEE} Trans. Intelligent Transportation Systems},
    volume = {17},
    number = {2},
    pages = {525--534},
    year = {2016},
    url = {https://doi.org/10.1109/TITS.2015.2479925},
    doi = {10.1109/TITS.2015.2479925},
    timestamp = {Wed, 17 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/tits/GarciaA16},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01241846},
    publisher = {{IEEE}},
    keywords = {Index Terms-Intelligent vehicles ; Sensor fusion ; Classifi-cation algorithms ; Vehicle detection ; Vehicle Safety},
    pdf = {https://hal.archives-ouvertes.fr/hal-01241846/file/Chavez15.pdf},
    hal_id = {hal-01241846}
    }
  • [PDF] R. Goyal, M. Dymetman, and É. Gaussier, “Natural language generation through character-based rnns with finite-state prior knowledge,” in COLING 2016, 26th international conference on computational linguistics, proceedings of the conference: technical papers, december 11-16, 2016, osaka, japan, 2016, p. 1083–1092.
    [Bibtex]
    @inproceedings{DBLP:conf/coling/GoyalDG16,
    author = {Raghav Goyal and
    Marc Dymetman and
    {\'{E}}ric Gaussier},
    title = {Natural Language Generation through Character-based RNNs with Finite-state
    Prior Knowledge},
    booktitle = {{COLING} 2016, 26th International Conference on Computational Linguistics,
    Proceedings of the Conference: Technical Papers, December 11-16, 2016,
    Osaka, Japan},
    pages = {1083--1092},
    year = {2016},
    crossref = {DBLP:conf/coling/2016},
    url = {http://aclweb.org/anthology/C/C16/C16-1103.pdf},
    timestamp = {Tue, 16 Jan 2018 17:41:35 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/coling/GoyalDG16}
    }
  • [PDF] [DOI] G. Balikas, M. Amini, and M. Clausel, “On a topic model for sentences,” in Proceedings of the 39th international ACM SIGIR conference on research and development in information retrieval, SIGIR 2016, pisa, italy, july 17-21, 2016, 2016, p. 921–924.
    [Bibtex]
    @inproceedings{DBLP:conf/sigir/BalikasAC16,
    author = {Georgios Balikas and
    Massih-Reza Amini and
    Marianne Clausel},
    title = {On a Topic Model for Sentences},
    booktitle = {Proceedings of the 39th International {ACM} {SIGIR} conference on
    Research and Development in Information Retrieval, {SIGIR} 2016, Pisa,
    Italy, July 17-21, 2016},
    pages = {921--924},
    year = {2016},
    crossref = {DBLP:conf/sigir/2016},
    url = {https://doi.org/10.1145/2911451.2914714},
    doi = {10.1145/2911451.2914714},
    timestamp = {Wed, 14 Nov 2018 10:58:11 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/sigir/BalikasAC16}
    }
  • [PDF] G. Balikas, M. Amini, and M. Clausel, “On a topic model for sentences,” Corr, vol. abs/1606.00253, 2016.
    [Bibtex]
    @article{DBLP:journals/corr/BalikasAC16,
    author = {Georgios Balikas and
    Massih-Reza Amini and
    Marianne Clausel},
    title = {On a Topic Model for Sentences},
    journal = {CoRR},
    volume = {abs/1606.00253},
    year = {2016},
    url = {http://arxiv.org/abs/1606.00253},
    archiveprefix = {arXiv},
    eprint = {1606.00253},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/BalikasAC16}
    }
  • [PDF] S. Kleisarchaki, S. Amer-Yahia, A. Douzal-Chouakria, and V. Christophides, “Querying temporal drifts at multiple granularities (technical report),” Corr, vol. abs/1605.02772, 2016.
    [Bibtex]
    @article{DBLP:journals/corr/KleisarchakiACC16,
    author = {Sofia Kleisarchaki and
    Sihem Amer-Yahia and
    Ahlame Douzal-Chouakria and
    Vassilis Christophides},
    title = {Querying Temporal Drifts at Multiple Granularities (Technical Report)},
    journal = {CoRR},
    volume = {abs/1605.02772},
    year = {2016},
    url = {http://arxiv.org/abs/1605.02772},
    archiveprefix = {arXiv},
    eprint = {1605.02772},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/KleisarchakiACC16}
    }
  • [PDF] Y. Maximov, M. Amini, and Z. Harchaoui, “Rademacher complexity bounds for a penalized multiclass semi-supervised algorithm,” Corr, vol. abs/1607.00567, 2016.
    [Bibtex]
    @article{DBLP:journals/corr/MaximovAH16,
    author = {Yury Maximov and
    Massih-Reza Amini and
    Za{\"{\i}}d Harchaoui},
    title = {Rademacher Complexity Bounds for a Penalized Multiclass Semi-Supervised
    Algorithm},
    journal = {CoRR},
    volume = {abs/1607.00567},
    year = {2016},
    url = {http://arxiv.org/abs/1607.00567},
    archiveprefix = {arXiv},
    eprint = {1607.00567},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/MaximovAH16}
    }
  • [PDF] M. Amini and G. Eric, Recherche d’Information, E. (. édition), Ed., , 2016.
    [Bibtex]
    @book{amini:hal-01406576,
    title = {{Recherche d'Information}},
    author = {Amini, Massih-Reza and Eric, Gaussier},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01406576},
    editor = {Eyrolles (2eme {\'{e}}dition)},
    pages = {1--274},
    year = {2016},
    month = Dec,
    hal_id = {hal-01406576}
    }
  • [PDF] [PDF] [DOI] A. E. Mahdaouy, S. O. E. Alaoui, and É. Gaussier, “Semantically enhanced term frequency based on word embeddings for arabic information retrieval,” in 4th IEEE international colloquium on information science and technology, cist 2016, tangier, morocco, october 24-26, 2016, Tangier, Morocco, 2016, p. 385–389.
    [Bibtex]
    @inproceedings{DBLP:conf/cist/MahdaouyAG16,
    author = {Abdelkader El Mahdaouy and
    Said Ouatik El Alaoui and
    {\'{E}}ric Gaussier},
    title = {Semantically enhanced term frequency based on word embeddings for
    Arabic information retrieval},
    booktitle = {4th {IEEE} International Colloquium on Information Science and Technology,
    CiSt 2016, Tangier, Morocco, October 24-26, 2016},
    pages = {385--389},
    year = {2016},
    crossref = {DBLP:conf/cist/2016},
    url = {https://doi.org/10.1109/CIST.2016.7805076},
    doi = {10.1109/CIST.2016.7805076},
    timestamp = {Mon, 06 Nov 2017 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/cist/MahdaouyAG16},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01409754},
    address = {Tangier, Morocco},
    month = Oct,
    keywords = { Distributed Representation of word Vectors ; IR models ; Arabic Information Retrieval ; Semantic Matching ; Term Mismatch ; Semantically Enhanced Term Frequency ; Word Embedding ; Recherche d'Information en langue arabe ; Appariement S{\'{e}}mantique ; Disparit{\'{e}} des Mots ; Word Embedding ; Repr{\'{e}}sentations Distribu{\'{e}}es des Vecteurs des Mots ; Mod{\`{e}}les de RI},
    hal_id = {hal-01409754}
    }
  • [PDF] M. Nicolae, É. Gaussier, A. Habrard, and M. Sebban, “Similarity learning for time series classification,” Corr, vol. abs/1610.04783, 2016.
    [Bibtex]
    @article{DBLP:journals/corr/NicolaeGHS16,
    author = {Maria-Irina Nicolae and
    {\'{E}}ric Gaussier and
    Amaury Habrard and
    Marc Sebban},
    title = {Similarity Learning for Time Series Classification},
    journal = {CoRR},
    volume = {abs/1610.04783},
    year = {2016},
    url = {http://arxiv.org/abs/1610.04783},
    archiveprefix = {arXiv},
    eprint = {1610.04783},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/NicolaeGHS16}
    }
  • [PDF] [DOI] J. Burkhardt, V. Corneloup, C. Garbay, Y. Bourrier, J. Francis, V. Luengo, A. Job, P. CABON, A. Benabbou, and D. Lourdeaux, “Simulation and virtual reality-based learning of non-technical skills in driving: critical situations, diagnostic and adaptation,” in 1st IFAC Conference on Cyber-Physical & Human-Systems (CPHS 2016), Florianopolis, Brazil, 2016, pp. 66-71.
    [Bibtex]
    @inproceedings{burkhardt:hal-01502327,
    title = {{Simulation and virtual reality-based learning of non-technical skills in driving: critical situations, diagnostic and adaptation}},
    author = {Burkhardt, Jean-Marie and Corneloup, Valentin and Garbay, Catherine and Bourrier, Yannick and Francis, Jambon and Luengo, Vanda and Job, Ana{\"{i}}s and CABON, Philippe and Benabbou, Azzeddine and Lourdeaux, Domitile},
    hal_url = {https://hal.sorbonne-universite.fr/hal-01502327},
    booktitle = {{1st IFAC Conference on Cyber-Physical \& Human-Systems (CPHS 2016)}},
    address = {Florianopolis, Brazil},
    hal_local_reference = {8},
    publisher = {{Elsevier}},
    series = {IFAC-PapersOnLine},
    volume = {49},
    number = {32},
    pages = {66-71},
    year = {2016},
    month = Dec,
    doi = {10.1016/j.ifacol.2016.12.191},
    keywords = { Human Factors ; Driving simulation ; Non-Technical Skills ; Virtual Reality ; Educational Aids ; Intelligent Tutoring System},
    hal_id = {hal-01502327}
    }
  • [PDF] [PDF] C. Brouard and C. Pomot, “Specificsearch : un outil de recommandation automatique pour la veille d’information sur le web,” in Actes du xxxivème congrès inforsid, grenoble, france, may 31 – june 3, 2016., Grenoble, France, 2016, p. 101–116.
    [Bibtex]
    @inproceedings{DBLP:conf/inforsid/BrouardP16,
    author = {Christophe Brouard and
    Christian Pomot},
    title = {SpecificSearch : Un outil de recommandation automatique pour la veille
    d'information sur le web},
    booktitle = {Actes du XXXIV{\`{e}}me Congr{\`{e}}s INFORSID, Grenoble, France,
    May 31 - June 3, 2016.},
    pages = {101--116},
    year = {2016},
    crossref = {DBLP:conf/inforsid/2016},
    url = {http://inforsid.fr/actes/2016/INFORSID2016\_paper\_19.pdf},
    timestamp = {Mon, 06 Jun 2016 12:53:41 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/inforsid/BrouardP16},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01384957},
    address = {Grenoble, France},
    month = May,
    keywords = {recommandation automatique ; veille d'information sur le web ; filtrage adaptatif ; flux RSS},
    hal_id = {hal-01384957}
    }
  • [PDF] [PDF] [PDF] [DOI] H. Amoualian, M. Clausel, É. Gaussier, and M. Amini, “Streaming-lda: A copula-based approach to modeling topic dependencies in document streams,” in Proceedings of the 22nd ACM SIGKDD international conference on knowledge discovery and data mining, san francisco, ca, usa, august 13-17, 2016, San Francisco, United States, 2016, p. 695–704.
    [Bibtex]
    @inproceedings{DBLP:conf/kdd/AmoualianCGA16,
    author = {Hesam Amoualian and
    Marianne Clausel and
    {\'{E}}ric Gaussier and
    Massih-Reza Amini},
    title = {Streaming-LDA: {A} Copula-based Approach to Modeling Topic Dependencies
    in Document Streams},
    booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
    Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
    13-17, 2016},
    pages = {695--704},
    year = {2016},
    crossref = {DBLP:conf/kdd/2016},
    url = {https://doi.org/10.1145/2939672.2939781},
    doi = {10.1145/2939672.2939781},
    timestamp = {Tue, 06 Nov 2018 16:59:37 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/kdd/AmoualianCGA16},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01344779},
    address = {San Francisco, United States},
    publisher = {{ACM}},
    month = Aug,
    keywords = {Document Streams ; Copulas ; Latent Dirichlet allocation ; Topic Dependencies},
    pdf = {https://hal.archives-ouvertes.fr/hal-01344779/file/StreamingCopulaLDA-KDD.pdf},
    hal_id = {hal-01344779}
    }
  • [PDF] [PDF] [DOI] M. de Brito, L. Thévin, C. Garbay, O. Boissier, and J. F. Hübner, “Supporting flexible regulation of crisis management by means of situated artificial institution,” Frontiers of IT & EE, vol. 17, iss. 4, p. 309–324, 2016.
    [Bibtex]
    @article{DBLP:journals/jzusc/BritoTGBH16,
    author = {Maiquel de Brito and
    Lauren Th{\'{e}}vin and
    Catherine Garbay and
    Olivier Boissier and
    Jomi Fred H{\"{u}}bner},
    title = {Supporting flexible regulation of crisis management by means of situated
    artificial institution},
    journal = {Frontiers of {IT} {\&} {EE}},
    volume = {17},
    number = {4},
    pages = {309--324},
    year = {2016},
    url = {https://doi.org/10.1631/FITEE.1500369},
    doi = {10.1631/FITEE.1500369},
    timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/jzusc/BritoTGBH16},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01407402},
    publisher = {{Springer}},
    month = Apr,
    hal_id = {hal-01407402}
    }
  • [PDF] [PDF] [PDF] [DOI] S. Amer-Yahia, É. Gaussier, V. Leroy, J. Pilourdault, R. M. Borromeo, and M. Toyama, “Task composition in crowdsourcing,” in 2016 IEEE international conference on data science and advanced analytics, DSAA 2016, montreal, qc, canada, october 17-19, 2016, Montreal, Canada, 2016, p. 194–203.
    [Bibtex]
    @inproceedings{DBLP:conf/dsaa/Amer-YahiaGLPBT16,
    author = {Sihem Amer-Yahia and
    {\'{E}}ric Gaussier and
    Vincent Leroy and
    Julien Pilourdault and
    Ria Mae Borromeo and
    Motomichi Toyama},
    title = {Task Composition in Crowdsourcing},
    booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
    Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
    pages = {194--203},
    year = {2016},
    crossref = {DBLP:conf/dsaa/2016},
    url = {https://doi.org/10.1109/DSAA.2016.27},
    doi = {10.1109/DSAA.2016.27},
    timestamp = {Tue, 16 Jan 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/dsaa/Amer-YahiaGLPBT16},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01407780},
    address = {Montreal, Canada},
    series = {Proceedings of the International Conference on Data Science and Advanced Analytics},
    month = Oct,
    pdf = {https://hal.archives-ouvertes.fr/hal-01407780/file/CrowdCI.pdf},
    hal_id = {hal-01407780}
    }
  • [PDF] A. Goyal, E. Morvant, P. Germain, and M. Amini, “Théorèmes PAC-Bayésiens pour l’apprentissage multi-vues,” in Conférence Francophone sur l’Apprentissage Automatique (CAp), Marseille, France, 2016.
    [Bibtex]
    @inproceedings{goyal:hal-01329763,
    title = {{Th{\'{e}}or{\`{e}}mes PAC-Bay{\'{e}}siens pour l'apprentissage multi-vues}},
    author = {Goyal, Anil and Morvant, Emilie and Germain, Pascal and Amini, Massih-Reza},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01329763},
    booktitle = {{Conf{\'{e}}rence Francophone sur l'Apprentissage Automatique (CAp)}},
    address = {Marseille, France},
    year = {2016},
    month = Jul,
    hal_id = {hal-01329763}
    }
  • [PDF] G. Balikas and M. Amini, “Twise at semeval-2016 task 4: twitter sentiment classification,” in Proceedings of the 10th international workshop on semantic evaluation, semeval@naacl-hlt 2016, san diego, ca, usa, june 16-17, 2016, 2016, p. 85–91.
    [Bibtex]
    @inproceedings{DBLP:conf/semeval/BalikasA16,
    author = {Georgios Balikas and
    Massih-Reza Amini},
    title = {TwiSE at SemEval-2016 Task 4: Twitter Sentiment Classification},
    booktitle = {Proceedings of the 10th International Workshop on Semantic Evaluation,
    SemEval@NAACL-HLT 2016, San Diego, CA, USA, June 16-17, 2016},
    pages = {85--91},
    year = {2016},
    crossref = {DBLP:conf/semeval/2016},
    url = {http://aclweb.org/anthology/S/S16/S16-1010.pdf},
    timestamp = {Fri, 30 Sep 2016 13:50:31 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/semeval/BalikasA16}
    }
  • [PDF] G. Balikas and M. Amini, “Twise at semeval-2016 task 4: twitter sentiment classification,” Corr, vol. abs/1606.04351, 2016.
    [Bibtex]
    @article{DBLP:journals/corr/BalikasA16,
    author = {Georgios Balikas and
    Massih-Reza Amini},
    title = {TwiSE at SemEval-2016 Task 4: Twitter Sentiment Classification},
    journal = {CoRR},
    volume = {abs/1606.04351},
    year = {2016},
    url = {http://arxiv.org/abs/1606.04351},
    archiveprefix = {arXiv},
    eprint = {1606.04351},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/BalikasA16}
    }
  • [PDF] [PDF] [DOI] F. Badeig, E. Adam, R. Mandiau, and C. Garbay, “Analyzing multi-agent approaches for the design of advanced interactive and collaborative systems,” JAISE, vol. 8, iss. 3, p. 325–346, 2016.
    [Bibtex]
    @article{DBLP:journals/jaise/BadeigAMG16,
    author = {Fabien Badeig and
    Emmanuel Adam and
    Ren{\'{e}} Mandiau and
    Catherine Garbay},
    title = {Analyzing multi-agent approaches for the design of advanced interactive
    and collaborative systems},
    journal = {{JAISE}},
    volume = {8},
    number = {3},
    pages = {325--346},
    year = {2016},
    url = {https://doi.org/10.3233/AIS-160380},
    doi = {10.3233/AIS-160380},
    timestamp = {Sat, 27 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/jaise/BadeigAMG16},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01208448},
    hal_id = {hal-01208448}
    }
  • [PDF] [PDF] [DOI] E. Devijver and M. Gallopin, “Block-diagonal covariance selection for high-dimensional Gaussian graphical models,” Journal of the American Statistical Association, pp. 1-9, 2016.
    [Bibtex]
    @article{devijver:hal-01227608,
    title = {{Block-diagonal covariance selection for high-dimensional Gaussian graphical models}},
    author = {Devijver, Emilie and Gallopin, M{\'{e}}lina},
    hal_url = {https://hal.inria.fr/hal-01227608},
    journal = {{Journal of the American Statistical Association}},
    publisher = {{Taylor \& Francis}},
    pages = {1 - 9},
    year = {2016},
    month = Dec,
    doi = {10.1080/01621459.2016.1247002},
    keywords = {Network inference ; variable selection ; graphical lasso ; non-asymptotic model selection ; slope heuristic ; Adaptive minimax theory},
    pdf = {https://hal.inria.fr/hal-01227608/file/draft_EDMG_halinria.pdf},
    hal_id = {hal-01227608}
    }
  • [PDF] [PDF] [PDF] [DOI] H. Mirisaee, E. Gaussier, and A. Termier, “Efficient local search for L$_1$ and L$_2$ binary matrix factorization,” Intelligent Data Analysis, vol. 20, iss. 4, pp. 783-807, 2016.
    [Bibtex]
    @article{DBLP:journals/ida/MirisaeeGT16,
    title = {{Efficient local search for L$\_1$ and L$\_2$ binary matrix factorization}},
    author = {Mirisaee, Hamid and Gaussier, Eric and Termier, Alexandre},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01405186},
    journal = {{Intelligent Data Analysis}},
    publisher = {{IOS Press}},
    volume = {20},
    pages = {783 - 807},
    year = {2016},
    doi = {10.3233/IDA-160832},
    keywords = {Local Search ; Heuristic ; Binary Matrix Factorization},
    pdf = {https://hal.archives-ouvertes.fr/hal-01405186/file/IDA_journal_2016.pdf},
    hal_id = {hal-01405186},
    number = {4},
    url = {https://doi.org/10.3233/IDA-160832},
    timestamp = {Fri, 26 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/ida/MirisaeeGT16}
    }

2015

  • [PDF] [PDF] [PDF] [DOI] S. Soheily-Khah, A. Douzal-Chouakria, and É. Gaussier, “A comparison of progressive and iterative centroid estimation approaches under time warp,” in Advanced analysis and learning on temporal data – first ECML PKDD workshop, AALTD 2015, porto, portugal, september 11, 2015, revised selected papers, 2015, p. 144–156.
    [Bibtex]
    @inproceedings{DBLP:conf/pkdd/Soheily-KhahCG15a,
    author = {Saeid Soheily-Khah and
    Ahlame Douzal-Chouakria and
    {\'{E}}ric Gaussier},
    title = {A Comparison of Progressive and Iterative Centroid Estimation Approaches
    Under Time Warp},
    booktitle = {Advanced Analysis and Learning on Temporal Data - First {ECML} {PKDD}
    Workshop, {AALTD} 2015, Porto, Portugal, September 11, 2015, Revised
    Selected Papers},
    pages = {144--156},
    year = {2015},
    crossref = {DBLP:conf/pkdd/2015aaltdX},
    url = {https://doi.org/10.1007/978-3-319-44412-3\_10},
    doi = {10.1007/978-3-319-44412-3\_10},
    timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/pkdd/Soheily-KhahCG15a},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01385018},
    publisher = {{Springer}},
    series = {Lecture Notes in Computer Science},
    volume = {9785},
    keywords = {Centroid estimation ; Multiple temporal alignment ; Dynamic time warping ; Time series},
    pdf = {https://hal.archives-ouvertes.fr/hal-01385018/file/SOHEILY-KHAH_A%20comparison%20of%20progressive%20and%20iterative%20centroid%20estimation%20approaches%20under%20time%20warp.pdf},
    hal_id = {hal-01385018}
    }
  • [PDF] [PDF] [DOI] P. Goswami, M. Amini, and É. Gaussier, “À la recherche des paramètres des modèles de RI,” in CORIA 2015 – conférence en recherche d’infomations et applications – 12th french information retrieval conference, paris, france, march 18-20, 2015., Paris, France, 2015, p. 173–187.
    [Bibtex]
    @inproceedings{DBLP:conf/coria/GoswamiAG15,
    author = {Parantapa Goswami and
    Massih-Reza Amini and
    {\'{E}}ric Gaussier},
    title = {{\`{A}} la recherche des param{\`{e}}tres des mod{\`{e}}les de {RI}},
    booktitle = {{CORIA} 2015 - Conf{\'{e}}rence en Recherche d'Infomations et Applications
    - 12th French Information Retrieval Conference, Paris, France, March
    18-20, 2015.},
    pages = {173--187},
    year = {2015},
    crossref = {DBLP:conf/coria/2015},
    url = {https://doi.org/10.24348/coria.2015.1000},
    doi = {10.24348/coria.2015.1000},
    timestamp = {Mon, 08 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/coria/GoswamiAG15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01236595},
    address = {Paris, France},
    month = Mar,
    hal_id = {hal-01236595},
    keywords = {Mod{\`{e}}les de RI ; estimation des param{\`{e}}tres}
    }
  • [PDF] [DOI] M. Nicolae, M. Sebban, A. Habrard, É. Gaussier, and M. -, “Algorithmic robustness for semi-supervised (\(\epsilon\), \(\gamma\), \(\tau\)) -good metric learning,” in Neural information processing – 22nd international conference, ICONIP 2015, istanbul, turkey, november 9-12, 2015, proceedings, part I, 2015, p. 253–263.
    [Bibtex]
    @inproceedings{DBLP:conf/iconip/NicolaeSHGA15,
    author = {Maria-Irina Nicolae and
    Marc Sebban and
    Amaury Habrard and
    {\'{E}}ric Gaussier and
    Massih{-}Reza Amini},
    title = {Algorithmic Robustness for Semi-Supervised ({\(\epsilon\)}, {\(\gamma\)},
    {\(\t{au\)}}) -Good Metric Learning},
    booktitle = {Neural Information Processing - 22nd International Conference, {ICONIP}
    2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part {I}},
    pages = {253--263},
    year = {2015},
    crossref = {DBLP:conf/iconip/2015-1},
    url = {https://doi.org/10.1007/978-3-319-26532-2\_28},
    doi = {10.1007/978-3-319-26532-2\_28},
    timestamp = {Sun, 08 Jul 2018 23:29:36 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/iconip/NicolaeSHGA15}
    }
  • [PDF] [PDF] [DOI] N. Irina, M. Sebban, A. Habrard, E. Gaussier, and M. Amini, “Algorithmic Robustness for Semi-Supervised ($\epsilon$, $\gamma$, $\t{au$ )-Good Metric Learning,” in International Conference on Neural Information Processing ICONIP, Istanbul, Turkey, 2015, p. 10.
    [Bibtex]
    @inproceedings{DBLP:conf/iconip/NicolaeSHGA15,
    title = {{Algorithmic Robustness for Semi-Supervised ($\epsilon$, $\gamma$, $\t{au$ )-Good Metric Learning}}},
    author = {Irina, Nicolae and Sebban, Marc and Habrard, Amaury and Gaussier, Eric and Amini, Massih-Reza},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01223411},
    booktitle = {{International Conference on Neural Information Processing ICONIP}},
    address = {Istanbul, Turkey},
    pages = {10},
    year = {2015},
    month = Nov,
    hal_id = {hal-01223411},
    crossref = {DBLP:conf/iconip/2015-1},
    url = {https://doi.org/10.1007/978-3-319-26532-2\_28},
    doi = {10.1007/978-3-319-26532-2\_28},
    timestamp = {Sun, 08 Jul 2018 23:29:36 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/iconip/NicolaeSHGA15}
    }
  • [PDF] N. Irina, M. Sebban, A. Habrard, E. Gaussier, and M. Amini, “Algorithmic Robustness for Semi-Supervised ($\epsilon$, $\gamma$, $\t{au$ )-Good Metric Learning,” in International Conference on Neural Information Processing ICONIP, Istanbul, Turkey, 2015, p. 10.
    [Bibtex]
    @inproceedings{irina:hal-01223411,
    title = {{Algorithmic Robustness for Semi-Supervised ($\epsilon$, $\gamma$, $\t{au$ )-Good Metric Learning}}},
    author = {Irina, Nicolae and Sebban, Marc and Habrard, Amaury and Gaussier, Eric and Amini, Massih-Reza},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01223411},
    booktitle = {{International Conference on Neural Information Processing ICONIP}},
    address = {Istanbul, Turkey},
    pages = {10},
    year = {2015},
    month = Nov,
    hal_id = {hal-01223411}
    }
  • [PDF] [PDF] [DOI] C. Do, A. Douzal-Chouakria, S. Marié, and M. Rombaut, “A multi-modal metric learning framework for time series knn classification,” in Advanced analysis and learning on temporal data – first ECML PKDD workshop, AALTD 2015, porto, portugal, september 11, 2015, revised selected papers, 2015, p. 131–143.
    [Bibtex]
    @inproceedings{DBLP:conf/pkdd/DoCMR15a,
    author = {Cao-Tri Do and
    Ahlame Douzal-Chouakria and
    Sylvain Mari{\'{e}} and
    Mich{\`{e}}le Rombaut},
    title = {A Multi-modal Metric Learning Framework for Time Series kNN Classification},
    booktitle = {Advanced Analysis and Learning on Temporal Data - First {ECML} {PKDD}
    Workshop, {AALTD} 2015, Porto, Portugal, September 11, 2015, Revised
    Selected Papers},
    pages = {131--143},
    year = {2015},
    crossref = {DBLP:conf/pkdd/2015aaltdX},
    url = {https://doi.org/10.1007/978-3-319-44412-3\_9},
    doi = {10.1007/978-3-319-44412-3\_9},
    timestamp = {Sat, 16 Sep 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/pkdd/DoCMR15a},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01385071},
    keywords = {Metric learning ; Time series ; k-NN ; Classification ; Spectral metric},
    hal_id = {hal-01385071}
    }
  • [PDF] [PDF] E. Devijver, “An \ell 1 -oracle inequality for the Lasso in finite mixture of multivariate Gaussian regression models.,” ESAIM: Probability and Statistics, 2015.
    [Bibtex]
    @article{devijver:hal-01075338,
    title = {{An {\ell} 1 -oracle inequality for the Lasso in finite mixture of multivariate Gaussian regression models.}},
    author = {Devijver, Emilie},
    hal_url = {https://hal.inria.fr/hal-01075338},
    journal = {{ESAIM: Probability and Statistics}},
    publisher = {{EDP Sciences}},
    year = {2015},
    month = Dec,
    keywords = {Lasso ; Finite mixture of multivariate regression model ; \ell\_1 oracle inequality},
    pdf = {https://hal.inria.fr/hal-01075338/file/L1OracleInequalityArxiv.pdf},
    hal_id = {hal-01075338}
    }
  • [PDF] [PDF] L. Billard, A. Douzal-Chouakria, and S. Y. Samadi, “An exploratory analysis of multiple multivariate time series,” in Proceedings of the 1st international workshop on advanced analytics and learning on temporal data, AALTD 2015, co-located with the european conference on machine learning and principles and practice of knowledge discovery in databases (ECML PKDD 2015), porto, portugal, september 11, 2015., Porto, Portugal, 2015.
    [Bibtex]
    @inproceedings{DBLP:conf/pkdd/BillardCS15,
    author = {Lynne Billard and
    Ahlame Douzal-Chouakria and
    Seyed Yaser Samadi},
    title = {An Exploratory Analysis of Multiple Multivariate Time Series},
    booktitle = {Proceedings of the 1st International Workshop on Advanced Analytics
    and Learning on Temporal Data, {AALTD} 2015, co-located with The European
    Conference on Machine Learning and Principles and Practice of Knowledge
    Discovery in Databases {(ECML} {PKDD} 2015), Porto, Portugal, September
    11, 2015.},
    year = {2015},
    crossref = {DBLP:conf/pkdd/2015aaltd},
    url = {http://ceur-ws.org/Vol-1425/paper4.pdf},
    timestamp = {Mon, 30 May 2016 16:28:37 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/pkdd/BillardCS15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01208416},
    address = {Porto, Portugal},
    month = Sep,
    keywords = {multivariate time series ; autocorrelation ; cross-correlation ; principal component analysis},
    hal_id = {hal-01208416}
    }
  • [PDF] [PDF] [PDF] [DOI] G. Tsatsaronis, G. Balikas, P. Malakasiotis, I. Partalas, M. Zschunke, M. R. Alvers, D. Weissenborn, A. Krithara, S. Petridis, D. Polychronopoulos, Y. Almirantis, J. Pavlopoulos, N. Baskiotis, P. Gallinari, T. Artières, A. N. Ngomo, N. Heino, É. Gaussier, L. B. -, M. Schroeder, I. Androutsopoulos, and G. Paliouras, “An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition,” BMC bioinformatics, vol. 16, iss. 1, p. 138:1–138:28, 2015.
    [Bibtex]
    @article{DBLP:journals/bmcbi/TsatsaronisBMPZ15,
    author = {George Tsatsaronis and
    Georgios Balikas and
    Prodromos Malakasiotis and
    Ioannis Partalas and
    Matthias Zschunke and
    Michael R. Alvers and
    Dirk Weissenborn and
    Anastasia Krithara and
    Sergios Petridis and
    Dimitris Polychronopoulos and
    Yannis Almirantis and
    John Pavlopoulos and
    Nicolas Baskiotis and
    Patrick Gallinari and
    Thierry Arti{\`{e}}res and
    Axel-Cyrille Ngonga Ngomo and
    Norman Heino and
    {\'{E}}ric Gaussier and
    Liliana Barrio{-}Alvers and
    Michael Schroeder and
    Ion Androutsopoulos and
    Georgios Paliouras},
    title = {An overview of the {BIOASQ} large-scale biomedical semantic indexing
    and question answering competition},
    journal = {{BMC} Bioinformatics},
    volume = {16},
    pages = {138:1--138:28},
    year = {2015},
    url = {https://doi.org/10.1186/s12859-015-0564-6},
    doi = {10.1186/s12859-015-0564-6},
    timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/journals/bmcbi/TsatsaronisBMPZ15},
    hal_url = {https://hal.sorbonne-universite.fr/hal-01156600},
    publisher = {{BioMed Central}},
    number = {1},
    month = Apr,
    keywords = {Passage retrieval ; Information retrieval ; Question answering ; BIOASQ Competition ; Hierarchical Text Classification ; Semantic indexing ; Multi-document text summarization ; ClassY},
    pdf = {https://hal.sorbonne-universite.fr/hal-01156600/file/Tsatsaronis_2015_An_overview_of_the.pdf},
    hal_id = {hal-01156600}
    }
  • [PDF] [PDF] M. Amini, Apprentissage machine: de la théorie à la pratique, Eyrolles, Ed., Eyrolles, 2015.
    [Bibtex]
    @book{DBLP:books/eyrolles/Amini15,
    author = {Massih-Reza Amini},
    title = {Apprentissage Machine: de la th{\'{e}}orie {\`{a}} la pratique},
    publisher = {Eyrolles},
    year = {2015},
    url = {http://www.eyrolles.com/Informatique/Livre/apprentissage-machine-9782212138009},
    isbn = {978-2-212-13800-9},
    timestamp = {Tue, 09 Jun 2015 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/books/eyrolles/Amini15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01211214},
    editor = {Eyrolles},
    month = Feb,
    keywords = {Apprentissage statistique ; concepts fondamentaux en Machine Learning},
    hal_id = {hal-01211214}
    }
  • [PDF] [PDF] [PDF] [DOI] V. Leroy, S. Amer-Yahia, É. Gaussier, and S. H. Mirisaee, “Building representative composite items,” in Proceedings of the 24th ACM international conference on information and knowledge management, CIKM 2015, melbourne, vic, australia, october 19 – 23, 2015, Melbourne, Australia, 2015, p. 1421–1430.
    [Bibtex]
    @inproceedings{DBLP:conf/cikm/LeroyAGM15,
    author = {Vincent Leroy and
    Sihem Amer-Yahia and
    {\'{E}}ric Gaussier and
    Seyed Hamid Mirisaee},
    title = {Building Representative Composite Items},
    booktitle = {Proceedings of the 24th {ACM} International Conference on Information
    and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
    October 19 - 23, 2015},
    pages = {1421--1430},
    year = {2015},
    crossref = {DBLP:conf/cikm/2015},
    url = {https://doi.org/10.1145/2806416.2806465},
    doi = {10.1145/2806416.2806465},
    timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/cikm/LeroyAGM15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01180167},
    address = {Melbourne, Australia},
    series = {Proceedings of the 24th ACM Conference on Information and Knowledge Management (CIKM), 2015},
    month = Oct,
    keywords = {summarization ; fuzzy clustering ; composite items},
    pdf = {https://hal.archives-ouvertes.fr/hal-01180167/file/fuzzycomposite_preprint.pdf},
    hal_id = {hal-01180167}
    }
  • [PDF] [PDF] [PDF] [DOI] R. Blanch, R. Dautriche, and G. Bisson, “Dendrogramix: A hybrid tree-matrix visualization technique to support interactive exploration of dendrograms,” in 2015 IEEE pacific visualization symposium, pacificvis 2015, hangzhou, china, april 14-17, 2015, Hangzhou, China, 2015, p. 31–38.
    [Bibtex]
    @inproceedings{DBLP:conf/apvis/BlanchDB15,
    author = {Renaud Blanch and
    Remy Dautriche and
    Gilles Bisson},
    title = {Dendrogramix: {A} hybrid tree-matrix visualization technique to support
    interactive exploration of dendrograms},
    booktitle = {2015 {IEEE} Pacific Visualization Symposium, PacificVis 2015, Hangzhou,
    China, April 14-17, 2015},
    pages = {31--38},
    year = {2015},
    crossref = {DBLP:conf/apvis/2015},
    url = {https://doi.org/10.1109/PACIFICVIS.2015.7156353},
    doi = {10.1109/PACIFICVIS.2015.7156353},
    timestamp = {Wed, 17 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/apvis/BlanchDB15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01492572},
    note = {Best Paper award.},
    address = {Hangzhou, China},
    editor = {IEEE},
    pdf = {https://hal.archives-ouvertes.fr/hal-01492572/file/PacificVis15_Blanch_Dendrogramix.pdf},
    hal_id = {hal-01492572}
    }
  • [PDF] [PDF] [PDF] [DOI] G. Balikas, I. Partalas, É. Gaussier, R. Babbar, and M. Amini, “Efficient model selection for regularized classification by exploiting unlabeled data,” in Advances in intelligent data analysis XIV – 14th international symposium, IDA 2015, saint etienne, france, october 22-24, 2015, proceedings, Saint-Etienne, France, 2015, p. 25–36.
    [Bibtex]
    @inproceedings{DBLP:conf/ida/BalikasPGBA15,
    author = {Georgios Balikas and
    Ioannis Partalas and
    {\'{E}}ric Gaussier and
    Rohit Babbar and
    Massih-Reza Amini},
    title = {Efficient Model Selection for Regularized Classification by Exploiting
    Unlabeled Data},
    booktitle = {Advances in Intelligent Data Analysis {XIV} - 14th International Symposium,
    {IDA} 2015, Saint Etienne, France, October 22-24, 2015, Proceedings},
    pages = {25--36},
    year = {2015},
    crossref = {DBLP:conf/ida/2015},
    url = {https://doi.org/10.1007/978-3-319-24465-5\_3},
    doi = {10.1007/978-3-319-24465-5\_3},
    timestamp = {Tue, 23 May 2017 01:06:06 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ida/BalikasPGBA15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01236587},
    address = {Saint-Etienne, France},
    month = Oct,
    keywords = {Multi-class classification ; Quantification},
    hal_id = {hal-01236587},
    pdf = {https://hal.archives-ouvertes.fr/hal-01237129/file/Quantification_IDA15.pdf}
    }
  • [PDF] [PDF] L. Ralaivola and M. Amini, “Entropy-based concentration inequalities for dependent variables,” in Proceedings of the 32nd international conference on machine learning, ICML 2015, lille, france, 6-11 july 2015, Lille, France, 2015, p. 2436–2444.
    [Bibtex]
    @inproceedings{DBLP:conf/icml/RalaivolaA15,
    author = {Liva Ralaivola and
    Massih-Reza Amini},
    title = {Entropy-Based Concentration Inequalities for Dependent Variables},
    booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
    {ICML} 2015, Lille, France, 6-11 July 2015},
    pages = {2436--2444},
    year = {2015},
    crossref = {DBLP:conf/icml/2015},
    url = {http://jmlr.org/proceedings/papers/v37/ralaivola15.html},
    timestamp = {Wed, 29 Mar 2017 16:45:25 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/icml/RalaivolaA15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01211199},
    address = {Lille, France},
    month = Jul,
    keywords = {Learning with interdependent data ; Generalization error bounds},
    hal_id = {hal-01211199}
    }
  • [PDF] [DOI] A. Kosmopoulos, I. Partalas, É. Gaussier, G. Paliouras, and I. Androutsopoulos, “Evaluation measures for hierarchical classification: a unified view and novel approaches,” Data min. knowl. discov., vol. 29, iss. 3, p. 820–865, 2015.
    [Bibtex]
    @article{DBLP:journals/datamine/KosmopoulosPGPA15,
    author = {Aris Kosmopoulos and
    Ioannis Partalas and
    {\'{E}}ric Gaussier and
    Georgios Paliouras and
    Ion Androutsopoulos},
    title = {Evaluation measures for hierarchical classification: a unified view
    and novel approaches},
    journal = {Data Min. Knowl. Discov.},
    volume = {29},
    number = {3},
    pages = {820--865},
    year = {2015},
    url = {https://doi.org/10.1007/s10618-014-0382-x},
    doi = {10.1007/s10618-014-0382-x},
    timestamp = {Sat, 20 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/datamine/KosmopoulosPGPA15}
    }
  • [PDF] [DOI] M. Chebel, C. Latiri, and É. Gaussier, “Extraction of interlingual documents clusters based on closed concepts mining,” in 19th international conference in knowledge based and intelligent information and engineering systems, KES 2015, singapore, 7-9 september 2015, 2015, p. 537–546.
    [Bibtex]
    @inproceedings{DBLP:conf/kes/ChebelLG15,
    author = {Mohamed Chebel and
    Chiraz Latiri and
    {\'{E}}ric Gaussier},
    title = {Extraction of Interlingual Documents Clusters Based on Closed Concepts
    Mining},
    booktitle = {19th International Conference in Knowledge Based and Intelligent Information
    and Engineering Systems, {KES} 2015, Singapore, 7-9 September 2015},
    pages = {537--546},
    year = {2015},
    crossref = {DBLP:conf/kes/2015},
    url = {https://doi.org/10.1016/j.procs.2015.08.176},
    doi = {10.1016/j.procs.2015.08.176},
    timestamp = {Sun, 21 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/kes/ChebelLG15}
    }
  • [PDF] [PDF] E. Devijver, “Finite mixture regression: a sparse variable selection by model selection for clustering.,” Electronic journal of statistics , 2015.
    [Bibtex]
    @article{devijver:hal-01060079,
    title = {{Finite mixture regression: a sparse variable selection by model selection for clustering.}},
    author = {Devijver, Emilie},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01060079},
    note = {20 pages},
    journal = {{Electronic journal of statistics }},
    publisher = {{Shaker Heights, OH : Institute of Mathematical Statistics}},
    year = {2015},
    month = Dec,
    keywords = {l1 regulariazed method ; l1 regulariazed method. ; Variable selection ; finite mixture regression ; non asymptotic penalized criterion},
    pdf = {https://hal.archives-ouvertes.fr/hal-01060079/file/inegOracleProc.pdf},
    hal_id = {hal-01060079}
    }
  • [PDF] [PDF] B. B. A. Miranda, S. Caffiau, C. Garbay, and F. Portet, “Generating récit from sensor data: evaluation of a task model for story planning and preliminary experiments with GPS data,” in ENLG 2015 – proceedings of the 15th european workshop on natural language generation, 10-11 september 2015, university of brighton, brighton, UK, Brighton, United Kingdom, 2015, p. 86–89.
    [Bibtex]
    @inproceedings{DBLP:conf/enlg/MirandaCGP15,
    author = {Bel{\'{e}}n A. Baez Miranda and
    Sybille Caffiau and
    Catherine Garbay and
    François Portet},
    title = {Generating R{\'{e}}cit from Sensor Data: Evaluation of a Task Model
    for Story Planning and Preliminary Experiments with {GPS} Data},
    booktitle = {{ENLG} 2015 - Proceedings of the 15th European Workshop on Natural
    Language Generation, 10-11 September 2015, University of Brighton,
    Brighton, {UK}},
    pages = {86--89},
    year = {2015},
    crossref = {DBLP:conf/enlg/2015},
    url = {http://aclweb.org/anthology/W/W15/W15-4714.pdf},
    timestamp = {Fri, 02 Sep 2016 13:51:01 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/enlg/MirandaCGP15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01214978},
    address = {Brighton, United Kingdom},
    series = {Proc. 15th European Natural Language Generation workshop},
    month = Sep,
    hal_id = {hal-01214978}
    }
  • [PDF] [PDF] S. H. Mirisaee, É. Gaussier, and A. Termier, “Improved local search for binary matrix factorization,” in Proceedings of the twenty-ninth AAAI conference on artificial intelligence, january 25-30, 2015, austin, texas, USA., Austin, United States, 2015, p. 1198–1204.
    [Bibtex]
    @inproceedings{DBLP:conf/aaai/MirisaeeGT15,
    author = {Seyed Hamid Mirisaee and
    {\'{E}}ric Gaussier and
    Alexandre Termier},
    title = {Improved Local Search for Binary Matrix Factorization},
    booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
    January 25-30, 2015, Austin, Texas, {USA.}},
    pages = {1198--1204},
    year = {2015},
    crossref = {DBLP:conf/aaai/2015},
    url = {http://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9515},
    timestamp = {Sun, 12 Apr 2015 12:16:43 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/aaai/MirisaeeGT15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01178773},
    address = {Austin, United States},
    organization = {{AAAI}},
    month = Jan,
    keywords = {Binary Matrix Factorization ; Binary Quadratic Programming ; Local Search},
    hal_id = {hal-01178773}
    }
  • [PDF] [PDF] [PDF] [DOI] É. Gaussier, D. Glesser, V. Reis, and D. Trystram, “Improving backfilling by using machine learning to predict running times,” in Proceedings of the international conference for high performance computing, networking, storage and analysis, SC 2015, austin, tx, usa, november 15-20, 2015, Austin, TX, United States, 2015, p. 64:1–64:10.
    [Bibtex]
    @inproceedings{DBLP:conf/sc/GaussierGRT15,
    author = {{\'{E}}ric Gaussier and
    David Glesser and
    Valentin Reis and
    Denis Trystram},
    title = {Improving backfilling by using machine learning to predict running
    times},
    booktitle = {Proceedings of the International Conference for High Performance Computing,
    Networking, Storage and Analysis, {SC} 2015, Austin, TX, USA, November
    15-20, 2015},
    pages = {64:1--64:10},
    year = {2015},
    crossref = {DBLP:conf/sc/2015},
    url = {https://doi.org/10.1145/2807591.2807646},
    doi = {10.1145/2807591.2807646},
    timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/sc/GaussierGRT15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01221186},
    address = {Austin, TX, United States},
    month = Nov,
    keywords = {Machine Learning ; Scheduling ; Running Time Estimation ; High Performance Computing},
    pdf = {https://hal.archives-ouvertes.fr/hal-01221186/file/paper.pdf},
    hal_id = {hal-01221186}
    }
  • [PDF] É. Gaussier and S. Calabretto, “Introduction,” Document numérique, vol. 18, iss. 2-3, p. 7–8, 2015.
    [Bibtex]
    @article{DBLP:journals/dn/GaussierC15,
    author = {{\'{E}}ric Gaussier and
    Sylvie Calabretto},
    title = {Introduction},
    journal = {Document Num{\'{e}}rique},
    volume = {18},
    number = {2-3},
    pages = {7--8},
    year = {2015},
    url = {http://dn.revuesonline.com/article.jsp?articleId=34941},
    timestamp = {Wed, 17 Feb 2016 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/journals/dn/GaussierC15}
    }
  • [PDF] [PDF] [DOI] M. Nicolae, É. Gaussier, A. Habrard, and M. Sebban, “Joint semi-supervised similarity learning for linear classification,” in Machine learning and knowledge discovery in databases – european conference, ECML PKDD 2015, porto, portugal, september 7-11, 2015, proceedings, part I, Porto, Portugal, 2015, p. 594–609.
    [Bibtex]
    @inproceedings{DBLP:conf/pkdd/NicolaeGHS15,
    author = {Maria-Irina Nicolae and
    {\'{E}}ric Gaussier and
    Amaury Habrard and
    Marc Sebban},
    title = {Joint Semi-supervised Similarity Learning for Linear Classification},
    booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
    {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
    Part {I}},
    pages = {594--609},
    year = {2015},
    crossref = {DBLP:conf/pkdd/2015-1},
    url = {https://doi.org/10.1007/978-3-319-23528-8\_37},
    doi = {10.1007/978-3-319-23528-8\_37},
    timestamp = {Wed, 14 Nov 2018 10:56:30 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/pkdd/NicolaeGHS15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01204642},
    address = {Porto, Portugal},
    month = Sep,
    hal_id = {hal-01204642}
    }
  • [PDF] [PDF] [DOI] P. Goswami, M. Amini, and É. Gaussier, “Language-independent query representation for IR model parameter estimation on unlabeled collections,” in Proceedings of the 2015 international conference on the theory of information retrieval, ICTIR 2015, northampton, massachusetts, usa, september 27-30, 2015, Northampton, Massachusetts, United States, 2015, p. 121–130.
    [Bibtex]
    @inproceedings{DBLP:conf/ictir/GoswamiAG15,
    author = {Parantapa Goswami and
    Massih-Reza Amini and
    {\'{E}}ric Gaussier},
    title = {Language-independent Query Representation for {IR} Model Parameter
    Estimation on Unlabeled Collections},
    booktitle = {Proceedings of the 2015 International Conference on The Theory of
    Information Retrieval, {ICTIR} 2015, Northampton, Massachusetts, USA,
    September 27-30, 2015},
    pages = {121--130},
    year = {2015},
    crossref = {DBLP:conf/ictir/2015},
    url = {https://doi.org/10.1145/2808194.2809451},
    doi = {10.1145/2808194.2809451},
    timestamp = {Tue, 06 Nov 2018 11:07:20 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/ictir/GoswamiAG15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01236589},
    address = {Northampton, Massachusetts, United States},
    month = Sep,
    keywords = {IR Theory ; Learning IR Parameters ; Transfer learning},
    hal_id = {hal-01236589}
    }
  • [PDF] G. Balikas and M. Amini, “Learning language-independent sentence representations for multi-lingual, multi-document summarization,” in Conférence sur l’Apprentissage Automatique (CAp 2015), Lille, France, 2015.
    [Bibtex]
    @inproceedings{balikas:hal-01236592,
    title = {{Learning language-independent sentence representations for multi-lingual, multi-document summarization}},
    author = {Balikas, Georgios and Amini, Massih-Reza},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01236592},
    booktitle = {{Conf{\'{e}}rence sur l'Apprentissage Automatique (CAp 2015)}},
    address = {Lille, France},
    year = {2015},
    month = Jul,
    keywords = {Multidocument text summarization ; representation learning},
    hal_id = {hal-01236592}
    }
  • [PDF] [DOI] A. Bouziri, C. Latiri, É. Gaussier, and Y. Belhareth, “Learning query expansion from association rules between terms,” in KDIR 2015 – proceedings of the international conference on knowledge discovery and information retrieval, part of the 7th international joint conference on knowledge discovery, knowledge engineering and knowledge management (IC3K 2015), volume 1, lisbon, portugal, november 12-14, 2015, 2015, p. 525–530.
    [Bibtex]
    @inproceedings{DBLP:conf/ic3k/BouziriLGB15,
    author = {Ahlem Bouziri and
    Chiraz Latiri and
    {\'{E}}ric Gaussier and
    Yassin Belhareth},
    title = {Learning Query Expansion from Association Rules Between Terms},
    booktitle = {{KDIR} 2015 - Proceedings of the International Conference on Knowledge
    Discovery and Information Retrieval, part of the 7th International
    Joint Conference on Knowledge Discovery, Knowledge Engineering and
    Knowledge Management {(IC3K} 2015), Volume 1, Lisbon, Portugal, November
    12-14, 2015},
    pages = {525--530},
    year = {2015},
    crossref = {DBLP:conf/ic3k/2015kdir},
    url = {https://doi.org/10.5220/0005642705250530},
    doi = {10.5220/0005642705250530},
    timestamp = {Fri, 19 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ic3k/BouziriLGB15}
    }
  • [PDF] [PDF] [DOI] M. Amini and N. Usunier, Learning with partially labeled and interdependent data, Springe, Ed., Springer, 2015.
    [Bibtex]
    @book{DBLP:books/sp/AminiU15,
    author = {Massih-Reza Amini and
    Nicolas Usunier},
    title = {Learning with Partially Labeled and Interdependent Data},
    publisher = {Springer},
    year = {2015},
    url = {https://doi.org/10.1007/978-3-319-15726-9},
    doi = {10.1007/978-3-319-15726-9},
    isbn = {978-3-319-15725-2},
    timestamp = {Tue, 16 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/books/sp/AminiU15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01211215},
    editor = {Springe},
    month = May,
    keywords = {Semi-supervised learning ; Learning with interdependent data ; learning to rank},
    hal_id = {hal-01211215}
    }
  • [PDF] I. Partalas, A. Kosmopoulos, N. Baskiotis, T. Artières, G. Paliouras, É. Gaussier, I. Androutsopoulos, M. Amini, and P. Gallinari, “LSHTC: A benchmark for large-scale text classification,” Corr, vol. abs/1503.08581, 2015.
    [Bibtex]
    @article{DBLP:journals/corr/PartalasKBAPGAA15,
    author = {Ioannis Partalas and
    Aris Kosmopoulos and
    Nicolas Baskiotis and
    Thierry Arti{\`{e}}res and
    George Paliouras and
    {\'{E}}ric Gaussier and
    Ion Androutsopoulos and
    Massih-Reza Amini and
    Patrick Gallinari},
    title = {{LSHTC:} {A} Benchmark for Large-Scale Text Classification},
    journal = {CoRR},
    volume = {abs/1503.08581},
    year = {2015},
    url = {http://arxiv.org/abs/1503.08581},
    archiveprefix = {arXiv},
    eprint = {1503.08581},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/PartalasKBAPGAA15}
    }
  • [PDF] B. Joshi, M. Amini, I. Partalas, L. Ralaivola, N. Usunier, and G. Eric, “Multi-class to Binary reduction of Large-scale classification Problems,” in International Workshop on Big Multi-Target Prediction ECML/PKDD 2015, Poto, Portugal, 2015.
    [Bibtex]
    @inproceedings{joshi:hal-01294379,
    title = {{Multi-class to Binary reduction of Large-scale classification Problems}},
    author = {Joshi, Bikash and Amini, Massih-Reza and Partalas, Ioannis and Ralaivola, Liva and Usunier, Nicolas and Eric, Gaussier},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01294379},
    booktitle = {{International Workshop on Big Multi-Target Prediction ECML/PKDD 2015}},
    address = {Poto, Portugal},
    year = {2015},
    month = Sep,
    keywords = {Large scale multiclass classification ; reduction},
    hal_id = {hal-01294379}
    }
  • [PDF] [DOI] M. Chebel, C. Latiri, and É. Gaussier, “Multilingual documents clustering based on closed concepts mining,” in Database and expert systems applications – 26th international conference, DEXA 2015, valencia, spain, september 1-4, 2015, proceedings, part I, 2015, p. 517–524.
    [Bibtex]
    @inproceedings{DBLP:conf/dexa/ChebelLG15,
    author = {Mohamed Chebel and
    Chiraz Latiri and
    {\'{E}}ric Gaussier},
    title = {Multilingual Documents Clustering Based on Closed Concepts Mining},
    booktitle = {Database and Expert Systems Applications - 26th International Conference,
    {DEXA} 2015, Valencia, Spain, September 1-4, 2015, Proceedings, Part
    {I}},
    pages = {517--524},
    year = {2015},
    crossref = {DBLP:conf/dexa/2015-1},
    url = {https://doi.org/10.1007/978-3-319-22849-5\_36},
    doi = {10.1007/978-3-319-22849-5\_36},
    timestamp = {Wed, 24 Jan 2018 12:46:36 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/dexa/ChebelLG15}
    }
  • [PDF] [PDF] [PDF] [DOI] C. Do, A. Douzal-Chouakria, S. Marié, and M. Rombaut, “Multiple metric learning for large margin knn classification of time series,” in 23rd european signal processing conference, EUSIPCO 2015, nice, france, august 31 – september 4, 2015, Nice, France, 2015, p. 2346–2350.
    [Bibtex]
    @inproceedings{DBLP:conf/eusipco/DoCMR15,
    author = {Cao-Tri Do and
    Ahlame Douzal-Chouakria and
    Sylvain Mari{\'{e}} and
    Mich{\`{e}}le Rombaut},
    title = {Multiple metric learning for large margin kNN classification of time
    series},
    booktitle = {23rd European Signal Processing Conference, {EUSIPCO} 2015, Nice,
    France, August 31 - September 4, 2015},
    pages = {2346--2350},
    year = {2015},
    crossref = {DBLP:conf/eusipco/2015},
    url = {https://doi.org/10.1109/EUSIPCO.2015.7362804},
    doi = {10.1109/EUSIPCO.2015.7362804},
    timestamp = {Sat, 16 Sep 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/eusipco/DoCMR15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01202045},
    address = {Nice, France},
    month = Sep,
    keywords = {Index Terms- Multiple metric learning ; Classification ; Time series ; kNN},
    pdf = {https://hal.archives-ouvertes.fr/hal-01202045/file/Do%20et%20al.%20-%202015%20-%20Multiple%20Metric%20Learning%20for%20large%20margin%20kNN%20Classification%20of%20time%20series.pdf},
    hal_id = {hal-01202045}
    }
  • [PDF] [PDF] [DOI] B. Joshi, M. Amini, I. Partalas, L. Ralaivola, N. Usunier, and É. Gaussier, “On binary reduction of large-scale multiclass classification problems,” in Advances in intelligent data analysis XIV – 14th international symposium, IDA 2015, saint etienne, france, october 22-24, 2015, proceedings, Saint-Etienne, France, 2015, p. 132–144.
    [Bibtex]
    @inproceedings{DBLP:conf/ida/JoshiAPRUG15,
    author = {Bikash Joshi and
    Massih-Reza Amini and
    Ioannis Partalas and
    Liva Ralaivola and
    Nicolas Usunier and
    {\'{E}}ric Gaussier},
    title = {On Binary Reduction of Large-Scale Multiclass Classification Problems},
    booktitle = {Advances in Intelligent Data Analysis {XIV} - 14th International Symposium,
    {IDA} 2015, Saint Etienne, France, October 22-24, 2015, Proceedings},
    pages = {132--144},
    year = {2015},
    crossref = {DBLP:conf/ida/2015},
    url = {https://doi.org/10.1007/978-3-319-24465-5\_12},
    doi = {10.1007/978-3-319-24465-5\_12},
    timestamp = {Tue, 23 May 2017 01:06:06 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ida/JoshiAPRUG15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01236588},
    address = {Saint-Etienne, France},
    month = Oct,
    keywords = {multiclass classification},
    hal_id = {hal-01236588}
    }
  • [PDF] M. Gallopin and E. Devijver, “Optimal Block Diagonal Covariance Matrices in Large Scale Gaussian Graphical Models,” in StatMathAppli 2015, Fréjus, France, 2015.
    [Bibtex]
    @inproceedings{gallopin:hal-01256226,
    title = {{Optimal Block Diagonal Covariance Matrices in Large Scale Gaussian Graphical Models}},
    author = {Gallopin, M{\'{e}}lina and Devijver, Emilie},
    hal_url = {https://hal.inria.fr/hal-01256226},
    booktitle = {{StatMathAppli 2015}},
    address = {Fr{\'{e}}jus, France},
    year = {2015},
    month = Aug,
    hal_id = {hal-01256226}
    }
  • [PDF] [PDF] S. Soheily-Khah, A. Douzal-Chouakria, and É. Gaussier, “Progressive and iterative approaches for time series averaging,” in Proceedings of the 1st international workshop on advanced analytics and learning on temporal data, AALTD 2015, co-located with the european conference on machine learning and principles and practice of knowledge discovery in databases (ECML PKDD 2015), porto, portugal, september 11, 2015., Porto, Portugal, 2015.
    [Bibtex]
    @inproceedings{DBLP:conf/pkdd/Soheily-KhahCG15,
    author = {Saeid Soheily-Khah and
    Ahlame Douzal-Chouakria and
    {\'{E}}ric Gaussier},
    title = {Progressive and Iterative Approaches for Time Series Averaging},
    booktitle = {Proceedings of the 1st International Workshop on Advanced Analytics
    and Learning on Temporal Data, {AALTD} 2015, co-located with The European
    Conference on Machine Learning and Principles and Practice of Knowledge
    Discovery in Databases {(ECML} {PKDD} 2015), Porto, Portugal, September
    11, 2015.},
    year = {2015},
    crossref = {DBLP:conf/pkdd/2015aaltd},
    url = {http://ceur-ws.org/Vol-1425/paper17.pdf},
    timestamp = {Mon, 30 May 2016 16:28:37 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/pkdd/Soheily-KhahCG15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01208451},
    address = {Porto, Portugal},
    month = Sep,
    hal_id = {hal-01208451}
    }
  • [PDF] [PDF] [DOI] S. Kleisarchaki, S. Amer-Yahia, A. Douzal-Chouakria, and V. Christophides, “Querying temporal drifts at multiple granularities,” in Proceedings of the 24th ACM international conference on information and knowledge management, CIKM 2015, melbourne, vic, australia, october 19 – 23, 2015, Melbourne, Australia, 2015, p. 1531–1540.
    [Bibtex]
    @inproceedings{DBLP:conf/cikm/KleisarchakiACC15,
    author = {Sofia Kleisarchaki and
    Sihem Amer-Yahia and
    Ahlame Douzal-Chouakria and
    Vassilis Christophides},
    title = {Querying Temporal Drifts at Multiple Granularities},
    booktitle = {Proceedings of the 24th {ACM} International Conference on Information
    and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
    October 19 - 23, 2015},
    pages = {1531--1540},
    year = {2015},
    crossref = {DBLP:conf/cikm/2015},
    url = {https://doi.org/10.1145/2806416.2806436},
    doi = {10.1145/2806416.2806436},
    timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/cikm/KleisarchakiACC15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01208397},
    address = {Melbourne, Australia},
    month = Oct,
    keywords = {temporal drift detection ; Quering ; index trees ; Multiple granularities},
    hal_id = {hal-01208397}
    }
  • [PDF] [PDF] [DOI] S. H. Mirisaee, A. Douzal-Chouakria, and A. Termier, “Selecting representative instances from datasets,” in 2015 IEEE international conference on data science and advanced analytics, DSAA 2015, campus des cordeliers, paris, france, october 19-21, 2015, Paris, France, 2015, p. 1–10.
    [Bibtex]
    @inproceedings{DBLP:conf/dsaa/MirisaeeDT15,
    author = {Seyed Hamid Mirisaee and
    Ahlame Douzal-Chouakria and
    Alexandre Termier},
    title = {Selecting representative instances from datasets},
    booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
    Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
    19-21, 2015},
    pages = {1--10},
    year = {2015},
    crossref = {DBLP:conf/dsaa/2015},
    url = {https://doi.org/10.1109/DSAA.2015.7344812},
    doi = {10.1109/DSAA.2015.7344812},
    timestamp = {Fri, 19 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/dsaa/MirisaeeDT15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01191805},
    address = {Paris, France},
    month = Oct,
    hal_id = {hal-01191805}
    }
  • [PDF] [PDF] [DOI] M. de Brito, L. Thévin, C. Garbay, O. Boissier, and J. F. Hübner, “Situated artificial institution to support advanced regulation in the field of crisis management,” in Advances in practical applications of agents, multi-agent systems, and sustainability: the PAAMS collection – 13th international conference, PAAMS 2015, salamanca, spain, june 3-4, 2015, proceedings, 2015, p. 66–79.
    [Bibtex]
    @inproceedings{DBLP:conf/paams/BritoTGBH15,
    author = {Maiquel de Brito and
    Lauren Th{\'{e}}vin and
    Catherine Garbay and
    Olivier Boissier and
    Jomi Fred H{\"{u}}bner},
    title = {Situated Artificial Institution to Support Advanced Regulation in
    the Field of Crisis Management},
    booktitle = {Advances in Practical Applications of Agents, Multi-Agent Systems,
    and Sustainability: The {PAAMS} Collection - 13th International Conference,
    {PAAMS} 2015, Salamanca, Spain, June 3-4, 2015, Proceedings},
    pages = {66--79},
    year = {2015},
    crossref = {DBLP:conf/paams/2015},
    url = {https://doi.org/10.1007/978-3-319-18944-4\_6},
    doi = {10.1007/978-3-319-18944-4\_6},
    timestamp = {Fri, 19 May 2017 01:26:05 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/paams/BritoTGBH15},
    hal_url = {https://hal-emse.ccsd.cnrs.fr/emse-01155106},
    editor = {Yves Demazeau and Keith S. Decker and Javier Bajo P{\'{e}}rez and Fernando de la Prieta},
    publisher = {{Springer}},
    series = {13th International Conference, PAAMS 2015, Salamanca, Spain, June 3-4, 2015, Proceedings},
    volume = {9086},
    month = May,
    hal_id = {emse-01155106}
    }
  • [PDF] [PDF] [DOI] M. de Brito, L. Thévin, C. Garbay, O. Boissier, and J. F. Hübner, “Situated regulation on a crisis management collaboration platform,” in Advances in practical applications of agents, multi-agent systems, and sustainability: the PAAMS collection – 13th international conference, PAAMS 2015, salamanca, spain, june 3-4, 2015, proceedings, 2015, p. 267–270.
    [Bibtex]
    @inproceedings{DBLP:conf/paams/BritoTGBH15a,
    author = {Maiquel de Brito and
    Lauren Th{\'{e}}vin and
    Catherine Garbay and
    Olivier Boissier and
    Jomi Fred H{\"{u}}bner},
    title = {Situated Regulation on a Crisis Management Collaboration Platform},
    booktitle = {Advances in Practical Applications of Agents, Multi-Agent Systems,
    and Sustainability: The {PAAMS} Collection - 13th International Conference,
    {PAAMS} 2015, Salamanca, Spain, June 3-4, 2015, Proceedings},
    pages = {267--270},
    year = {2015},
    crossref = {DBLP:conf/paams/2015},
    url = {https://doi.org/10.1007/978-3-319-18944-4\_24},
    doi = {10.1007/978-3-319-18944-4\_24},
    timestamp = {Fri, 19 May 2017 01:26:05 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/paams/BritoTGBH15a},
    hal_url = {https://hal-emse.ccsd.cnrs.fr/emse-01155116},
    editor = {Yves Demazeau and Keith S. Decker and Javier Bajo P{\'{e}}rez and Fernando de la Prieta},
    publisher = {{Springer}},
    series = {13th International Conference, PAAMS 2015, Salamanca, Spain, June 3-4, 2015, Proceedings},
    volume = {9086},
    month = May,
    hal_id = {emse-01155116}
    }
  • [PDF] [PDF] [PDF] [DOI] Q. Labourey, D. Pellerin, M. Rombaut, O. Aycard, and C. Garbay, “Sound classification in indoor environment thanks to belief functions,” in 23rd european signal processing conference, EUSIPCO 2015, nice, france, august 31 – september 4, 2015, Nice, France, 2015, p. 2286–2290.
    [Bibtex]
    @inproceedings{DBLP:conf/eusipco/LaboureyPRAG15,
    author = {Quentin Labourey and
    Denis Pellerin and
    Mich{\`{e}}le Rombaut and
    Olivier Aycard and
    Catherine Garbay},
    title = {Sound classification in indoor environment thanks to belief functions},
    booktitle = {23rd European Signal Processing Conference, {EUSIPCO} 2015, Nice,
    France, August 31 - September 4, 2015},
    pages = {2286--2290},
    year = {2015},
    crossref = {DBLP:conf/eusipco/2015},
    url = {https://doi.org/10.1109/EUSIPCO.2015.7362792},
    doi = {10.1109/EUSIPCO.2015.7362792},
    timestamp = {Thu, 25 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/eusipco/LaboureyPRAG15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01199193},
    address = {Nice, France},
    month = Aug,
    keywords = {Belief functions ; Indoor sounds ; Features selection ; Index Terms- Sound classification ; Reject class},
    pdf = {https://hal.archives-ouvertes.fr/hal-01199193/file/PID3770145.pdf},
    hal_id = {hal-01199193}
    }
  • [PDF] S. Moura, I. Partalas, and M. Amini, “Sparsification of Linear Models for Large-Scale Text Classification,” in Conférence sur l’APprentissage automatique (CAp 2015), Lille, France, 2015.
    [Bibtex]
    @inproceedings{moura:hal-01236591,
    title = {{Sparsification of Linear Models for Large-Scale Text Classification}},
    author = {Moura, Simon and Partalas, Ioannis and Amini, Massih-Reza},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01236591},
    booktitle = {{Conf{\'{e}}rence sur l'APprentissage automatique (CAp 2015)}},
    address = {Lille, France},
    year = {2015},
    month = Jul,
    keywords = {large-scale text classification ; sparsification ; feature selection},
    hal_id = {hal-01236591}
    }
  • [PDF] [PDF] [DOI] P. Goswami, M. Amini, and É. Gaussier, “Study of heuristic IR constraints under function discovery framework,” in Proceedings of the 2015 international conference on the theory of information retrieval, ICTIR 2015, northampton, massachusetts, usa, september 27-30, 2015, Northampton, Massachusetts, United States, 2015, p. 365–368.
    [Bibtex]
    @inproceedings{DBLP:conf/ictir/GoswamiAG15a,
    author = {Parantapa Goswami and
    Massih-Reza Amini and
    {\'{E}}ric Gaussier},
    title = {Study of Heuristic {IR} Constraints Under Function Discovery Framework},
    booktitle = {Proceedings of the 2015 International Conference on The Theory of
    Information Retrieval, {ICTIR} 2015, Northampton, Massachusetts, USA,
    September 27-30, 2015},
    pages = {365--368},
    year = {2015},
    crossref = {DBLP:conf/ictir/2015},
    url = {https://doi.org/10.1145/2808194.2809479},
    doi = {10.1145/2808194.2809479},
    timestamp = {Tue, 06 Nov 2018 11:07:20 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/ictir/GoswamiAG15a},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01236590},
    address = {Northampton, Massachusetts, United States},
    month = Sep,
    keywords = {IR Theory ; Function Discovery ; Heuristic IR Constraints},
    hal_id = {hal-01236590}
    }
  • [PDF] [PDF] [DOI] M. P. Kuznetsov, M. Clausel, M. Amini, É. Gaussier, and V. V. Strijov, “Supervised topic classification for modeling a hierarchical conference structure,” in Neural information processing – 22nd international conference, ICONIP 2015, istanbul, turkey, november 9-12, 2015, proceedings, part I, Istanbul, Turkey, 2015, p. 90–97.
    [Bibtex]
    @inproceedings{DBLP:conf/iconip/KuznetsovCAGS15,
    author = {Mikhail P. Kuznetsov and
    Marianne Clausel and
    Massih-Reza Amini and
    {\'{E}}ric Gaussier and
    Vadim V. Strijov},
    title = {Supervised Topic Classification for Modeling a Hierarchical Conference
    Structure},
    booktitle = {Neural Information Processing - 22nd International Conference, {ICONIP}
    2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part {I}},
    pages = {90--97},
    year = {2015},
    crossref = {DBLP:conf/iconip/2015-1},
    url = {https://doi.org/10.1007/978-3-319-26532-2\_11},
    doi = {10.1007/978-3-319-26532-2\_11},
    timestamp = {Sun, 08 Jul 2018 23:29:36 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/iconip/KuznetsovCAGS15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01236585},
    address = {Istanbul, Turkey},
    editor = {Sabri Arik and Tingwen Huang and Weng Kin Lai and Qingshan Liu},
    publisher = {{Springer}},
    series = {Lecture Notes in Computer Science},
    volume = {9489},
    number = {Part I},
    month = Nov,
    keywords = {hierarchical topic model ; labeled classification ; probabilistic latent semantic analysis ; EM approach},
    hal_id = {hal-01236585}
    }
  • [PDF] [PDF] C. Do, A. Douzal-Chouakria, S. Marié, and M. Rombaut, “Temporal and frequential metric learning for time series knn classification,” in Proceedings of the 1st international workshop on advanced analytics and learning on temporal data, AALTD 2015, co-located with the european conference on machine learning and principles and practice of knowledge discovery in databases (ECML PKDD 2015), porto, portugal, september 11, 2015., Porto, Portugal, 2015.
    [Bibtex]
    @inproceedings{DBLP:conf/pkdd/DoCMR15,
    author = {Cao-Tri Do and
    Ahlame Douzal-Chouakria and
    Sylvain Mari{\'{e}} and
    Mich{\`{e}}le Rombaut},
    title = {Temporal and Frequential Metric Learning for Time Series kNN Classification},
    booktitle = {Proceedings of the 1st International Workshop on Advanced Analytics
    and Learning on Temporal Data, {AALTD} 2015, co-located with The European
    Conference on Machine Learning and Principles and Practice of Knowledge
    Discovery in Databases {(ECML} {PKDD} 2015), Porto, Portugal, September
    11, 2015.},
    year = {2015},
    crossref = {DBLP:conf/pkdd/2015aaltd},
    url = {http://ceur-ws.org/Vol-1425/paper6.pdf},
    timestamp = {Mon, 30 May 2016 16:28:37 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/pkdd/DoCMR15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01208429},
    address = {Porto, Portugal},
    month = Sep,
    hal_id = {hal-01208429}
    }
  • [PDF] K. Basu, V. Debusschere, A. Douzal-Chouakria, and S. Bacha, “Time series distance-based methods for non-intrusive load monitoring in residential buildings,” Energy and Buildings, vol. 96, iss. 109–117, 2015.
    [Bibtex]
    @article{basu:hal-01208468,
    title = {{Time series distance-based methods for non-intrusive load monitoring in residential buildings}},
    author = {Basu, Kaustav and Debusschere, Vincent and Douzal-Chouakria, Ahlame and Bacha, Seddik},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01208468},
    journal = {{Energy and Buildings}},
    publisher = {{Elsevier}},
    volume = {96},
    number = {109--117},
    year = {2015},
    month = Mar,
    keywords = {Load monitoring ; time series ; dynamic time warping ; data mining ; smart meter ; smart buildings},
    hal_id = {hal-01208468}
    }
  • [PDF] B. A. Baez Miranda, S. Caffiau, C. Garbay, and F. Portet, “Towards a computational generation of récit: evaluating the perception of the récit plan,” in 1st international Workshop on Data to Text Generation (D2T), Ediburgh, United Kingdom, 2015.
    [Bibtex]
    @inproceedings{abaezmiranda:hal-01214982,
    title = {{Towards a computational generation of r{\'{e}}cit: evaluating the perception of the r{\'{e}}cit plan}},
    author = {A. Baez Miranda, Bel{\'{e}}n and Caffiau, Sybille and Garbay, Catherine and Portet, François},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01214982},
    booktitle = {{1st international Workshop on Data to Text Generation (D2T)}},
    address = {Ediburgh, United Kingdom},
    series = {Proc. 1st international Workshop on Data to Text Generation (D2T)},
    year = {2015},
    month = Mar,
    hal_id = {hal-01214982}
    }
  • [PDF] A. Goyal, G. Balikas, P. Goswami, M. Amini, and E. Gaussier, “Transfer Learning for IR Model Parameter Tuning,” in Conférence sur l’Apprentissage Automatique (CAp 2015), Lille, France, 2015.
    [Bibtex]
    @inproceedings{goyal:hal-01236593,
    title = {{Transfer Learning for IR Model Parameter Tuning}},
    author = {Goyal, Anil and Balikas, Georgios and Goswami, Parantapa and Amini, Massih-Reza and Gaussier, Eric},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01236593},
    booktitle = {{Conf{\'{e}}rence sur l'Apprentissage Automatique (CAp 2015)}},
    address = {Lille, France},
    year = {2015},
    month = Jul,
    keywords = {Transfer Learning},
    hal_id = {hal-01236593}
    }
  • [PDF] [PDF] [DOI] L. Thévin, F. Badeig, J. Dugdale, O. Boissier, and C. Garbay, “Un système multi-agent normatif hybride pour l’interaction mixte,” Revue d’intelligence artificielle, vol. 29, iss. 3-4, p. 453–482, 2015.
    [Bibtex]
    @article{DBLP:journals/ria/ThevinBDBG15,
    author = {Lauren Th{\'{e}}vin and
    Fabien Badeig and
    Julie Dugdale and
    Olivier Boissier and
    Catherine Garbay},
    title = {Un syst{\`{e}}me multi-agent normatif hybride pour l'interaction mixte},
    journal = {Revue d'Intelligence Artificielle},
    volume = {29},
    number = {3-4},
    pages = {453--482},
    year = {2015},
    url = {https://doi.org/10.3166/ria.29.453-482},
    doi = {10.3166/ria.29.453-482},
    timestamp = {Sat, 27 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/ria/ThevinBDBG15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01214790},
    publisher = {{Lavoisier}},
    series = {Derni{\`{e}}res avanc{\'{e}}es en intelligence artificielle},
    keywords = {interaction tangible ; syst{\`{e}}me multi-agent ; normes ; gestion de crises},
    hal_id = {hal-01214790}
    }
  • [PDF] E. Devijver and M. Gallopin, “Block-diagonal covariance selection for high-dimensional gaussian graphical models,” Corr, vol. abs/1511.04033, 2015.
    [Bibtex]
    @article{DBLP:journals/corr/DevijverG15,
    author = {Emilie Devijver and
    M{\'{e}}lina Gallopin},
    title = {Block-diagonal covariance selection for high-dimensional Gaussian
    graphical models},
    journal = {CoRR},
    volume = {abs/1511.04033},
    year = {2015},
    url = {http://arxiv.org/abs/1511.04033},
    archiveprefix = {arXiv},
    eprint = {1511.04033},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/DevijverG15}
    }
  • [PDF] [PDF] M. de Brito, L. Thévin, C. Garbay, O. Boissier, and J. Hübner, “Institution artificielle située pour porter la régulation dans le domaine de la gestion de crise,” in Environnements socio-techniques – JFSMA 15 – vingt-troisièmes journées francophones sur les systèmes multi-agents, rennes, france, june 30th-july 1st, 2015, Rennes, France, 2015, p. 133–142.
    [Bibtex]
    @inproceedings{DBLP:conf/jfsma/BritoTGBH15,
    author = {Maiquel de Brito and
    Lauren Th{\'{e}}vin and
    Catherine Garbay and
    Olivier Boissier and
    Jomi H{\"{u}}bner},
    title = {Institution artificielle situ{\'{e}}e pour porter la r{\'{e}}gulation
    dans le domaine de la gestion de crise},
    booktitle = {Environnements socio-techniques - {JFSMA} 15 - Vingt-troisi{\`{e}}mes
    Journ{\'{e}}es Francophones sur les Syst{\`{e}}mes Multi-Agents, Rennes,
    France, June 30th-July 1st, 2015},
    pages = {133--142},
    year = {2015},
    crossref = {DBLP:conf/jfsma/2015},
    timestamp = {Tue, 29 Sep 2015 19:35:57 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/jfsma/BritoTGBH15},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01163020},
    address = {Rennes, France},
    editor = {Vercouter and Laurent and Picard and Gauthie},
    publisher = {{C{\'{e}}padu{\`{e}}s}},
    month = Jun,
    hal_id = {hal-01163020}
    }

2014

  • [PDF] [DOI] F. Badeig, C. Garbay, K. Christophe, Y. Lebrun, S. Lepreux, and R. Mandiau, “17. Interactive surfaces, tangible interaction: perspectives for risk management, In “ Risk Management in Life Critical Systems,” in Risk Management in Life Critical Systems, P. Millo, G. A. Boy, and F. Vanderhaege, Eds., {ISTE Ltd, John Wiley and Sons}, 2014.
    [Bibtex]
    @incollection{badeig:hal-01214988,
    title = {{17. Interactive surfaces, tangible interaction: perspectives for risk management, In `` Risk Management in Life Critical Systems}},
    author = {Badeig, Fabien and Garbay, Catherine and Christophe, Kolski and Lebrun, Yoann and Lepreux, Sophie and Mandiau, Ren{\'{e}}},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01214988},
    booktitle = {{Risk Management in Life Critical Systems}},
    editor = {Patrick Millo and Guy A. Boy and Fred Vanderhaege},
    publisher = {{ISTE Ltd, John Wiley and Sons}},
    year = {2014},
    doi = {10.1002/9781118639351.ch17},
    hal_id = {hal-01214988}
    }
  • [PDF] [PDF] [DOI] B. Vettier and C. Garbay, “Abductive agents for human activity monitoring,” International journal on artificial intelligence tools, vol. 23, iss. 1, pp. 1-34, 2014.
    [Bibtex]
    @article{DBLP:journals/ijait/VettierG14,
    author = {Beno{\^{\i}}t Vettier and
    Catherine Garbay},
    title = {Abductive Agents for Human Activity Monitoring},
    journal = {International Journal on Artificial Intelligence Tools},
    volume = {23},
    number = {1},
    year = {2014},
    url = {https://doi.org/10.1142/S0218213014400028},
    doi = {10.1142/S0218213014400028},
    timestamp = {Sat, 20 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/ijait/VettierG14},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00948059},
    publisher = {{World Scientific Publishing}},
    pages = {1-34},
    keywords = {activities of daily life ; Multi-Agent systems ; health monitoring ; uncertainty ; abductive reasoning ; hybrid systems ; physiology ; activities of daily life.},
    hal_id = {hal-00948059},
    series = {Special Issue on New Perspectives on the Use of Agents in Health Care}
    }
  • [PDF] M. Nicolae, M. Sebban, A. Habrard, É. Gaussier, and M. -, “Algorithmic robustness for semi-supervised (\(\epsilon\), \(\gamma\), \(\tau\))-good metric learning,” Corr, vol. abs/1412.6452, 2014.
    [Bibtex]
    @article{DBLP:journals/corr/NicolaeSHGA14,
    author = {Maria-Irina Nicolae and
    Marc Sebban and
    Amaury Habrard and
    {\'{E}}ric Gaussier and
    Massih{-}Reza Amini},
    title = {Algorithmic Robustness for Semi-Supervised ({\(\epsilon\)}, {\(\gamma\)},
    {\(\t{au\)}})-Good Metric Learning},
    journal = {CoRR},
    volume = {abs/1412.6452},
    year = {2014},
    url = {http://arxiv.org/abs/1412.6452},
    archiveprefix = {arXiv},
    eprint = {1412.6452},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/NicolaeSHGA14}
    }
  • [PDF] M. Nicolae, M. Sebban, A. Habrard, É. Gaussier, and M. -, “Algorithmic robustness for semi-supervised (\(\epsilon\), \(\gamma\), \(\tau\))-good metric learning,” Corr, vol. abs/1412.6452, 2014.
    [Bibtex]
    @article{DBLP:journals/corr/NicolaeSHGA14,
    author = {Maria-Irina Nicolae and
    Marc Sebban and
    Amaury Habrard and
    {\'{E}}ric Gaussier and
    Massih{-}Reza Amini},
    title = {Algorithmic Robustness for Semi-Supervised ({\(\epsilon\)}, {\(\gamma\)},
    {\(\t{au\)}})-Good Metric Learning},
    journal = {CoRR},
    volume = {abs/1412.6452},
    year = {2014},
    url = {http://arxiv.org/abs/1412.6452},
    archiveprefix = {arXiv},
    eprint = {1412.6452},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/NicolaeSHGA14}
    }
  • [PDF] [PDF] [DOI] F. Kawala, É. Gaussier, A. Douzal-Chouakria, and E. Diemert, “Apprentissage d’ordonnancement et influence de l’ambiguïté pour la prédiction d’activité sur les réseaux sociaux,” in CORIA 2014 – conférence en recherche d’infomations et applications- 11th french information retrieval conference. CIFED 2014 colloque international francophone sur l’ecrit et le document, nancy, france, march 19-23, 2014., Nancy, France, France, 2014, p. 337–351.
    [Bibtex]
    @inproceedings{DBLP:conf/coria/KawalaGDD14,
    author = {François Kawala and
    {\'{E}}ric Gaussier and
    Ahlame Douzal-Chouakria and
    Eustache Diemert},
    title = {Apprentissage d'ordonnancement et influence de l'ambigu{\"{\i}}t{\'{e}}
    pour la pr{\'{e}}diction d'activit{\'{e}} sur les r{\'{e}}seaux sociaux},
    booktitle = {{CORIA} 2014 - Conf{\'{e}}rence en Recherche d'Infomations et Applications-
    11th French Information Retrieval Conference. {CIFED} 2014 Colloque
    International Francophone sur l'Ecrit et le Document, Nancy, France,
    March 19-23, 2014.},
    pages = {337--351},
    year = {2014},
    crossref = {DBLP:conf/coria/2014},
    url = {https://doi.org/10.24348/sdnri.2014.CORIA-24},
    doi = {10.24348/sdnri.2014.CORIA-24},
    timestamp = {Mon, 08 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/coria/KawalaGDD14},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00946968},
    address = {Nancy, France, France},
    month = Mar,
    keywords = {social media ; keyword activity ranking ; learning to rank},
    hal_id = {hal-00946968}
    }
  • [PDF] A. E. Mahdaouy, S. E. A. Ouatik, and É. Gaussier, “A study of association measures and their combination for arabic MWT extraction,” Corr, vol. abs/1409.3005, 2014.
    [Bibtex]
    @article{DBLP:journals/corr/MahdaouyOG14,
    author = {Abdelkader El Mahdaouy and
    Sa{\"{\i}}d El Alaoui Ouatik and
    {\'{E}}ric Gaussier},
    title = {A Study of Association Measures and their Combination for Arabic {MWT}
    Extraction},
    journal = {CoRR},
    volume = {abs/1409.3005},
    year = {2014},
    url = {http://arxiv.org/abs/1409.3005},
    archiveprefix = {arXiv},
    eprint = {1409.3005},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/MahdaouyOG14}
    }
  • [PDF] [DOI] B. B. A. Miranda, S. Caffiau, C. Garbay, and F. Portet, “A task based model for récit generation from sensor data: an early experiment,” in 2014 workshop on computational models of narrative, CMN 2014, july 31 – august 2, 2014, quebec city, canada, 2014, p. 13–23.
    [Bibtex]
    @inproceedings{DBLP:conf/cmn/MirandaCGP14,
    author = {Bel{\'{e}}n A. Baez Miranda and
    Sybille Caffiau and
    Catherine Garbay and
    François Portet},
    title = {A Task Based model for R{\'{e}}cit Generation from Sensor Data: An
    Early Experiment},
    booktitle = {2014 Workshop on Computational Models of Narrative, {CMN} 2014, July
    31 - August 2, 2014, Quebec City, Canada},
    pages = {13--23},
    year = {2014},
    crossref = {DBLP:conf/cmn/2014},
    url = {https://doi.org/10.4230/OASIcs.CMN.2014.13},
    doi = {10.4230/OASIcs.CMN.2014.13},
    timestamp = {Thu, 23 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/cmn/MirandaCGP14}
    }
  • [PDF] [PDF] [PDF] [DOI] Q. Labourey, O. Aycard, D. Pellerin, and M. Rombaut, “Audiovisual data fusion for successive speakers tracking,” in VISAPP 2014 – proceedings of the 9th international conference on computer vision theory and applications, volume 1, lisbon, portugal, 5-8 january, 2014, Lisbonne, Portugal, 2014, p. 696–701.
    [Bibtex]
    @inproceedings{DBLP:conf/visapp/LaboureyAPR14,
    author = {Quentin Labourey and
    Olivier Aycard and
    Denis Pellerin and
    Mich{\`{e}}le Rombaut},
    title = {Audiovisual Data Fusion for Successive Speakers Tracking},
    booktitle = {{VISAPP} 2014 - Proceedings of the 9th International Conference on
    Computer Vision Theory and Applications, Volume 1, Lisbon, Portugal,
    5-8 January, 2014},
    pages = {696--701},
    year = {2014},
    crossref = {DBLP:conf/visapp/2014-1},
    url = {https://doi.org/10.5220/0004852506960701},
    doi = {10.5220/0004852506960701},
    timestamp = {Wed, 24 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/visapp/LaboureyAPR14},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00935636},
    address = {Lisbonne, Portugal},
    month = Jan,
    pdf = {https://hal.archives-ouvertes.fr/hal-00935636/file/LABOUREY_VISAPP_2014.pdf},
    hal_id = {hal-00935636}
    }
  • [PDF] [DOI] L. Cao, T. Joachims, C. Wang, É. Gaussier, J. Li, Y. Ou, D. Luo, R. Zafarani, H. Liu, G. Xu, Z. Wu, G. Pasi, Y. Zhang, X. Yang, H. Zha, E. Serra, and V. S. Subrahmanian, “Behavior informatics: A new perspective,” IEEE intelligent systems, vol. 29, iss. 4, p. 62–80, 2014.
    [Bibtex]
    @article{DBLP:journals/expert/CaoJWGLOLZLXWPZYZSS14,
    author = {Longbing Cao and
    Thorsten Joachims and
    Can Wang and
    {\'{E}}ric Gaussier and
    Jinjiu Li and
    Yuming Ou and
    Dan Luo and
    Reza Zafarani and
    Huan Liu and
    Guandong Xu and
    Zhiang Wu and
    Gabriella Pasi and
    Ya Zhang and
    Xiaokang Yang and
    Hongyuan Zha and
    Edoardo Serra and
    V. S. Subrahmanian},
    title = {Behavior Informatics: {A} New Perspective},
    journal = {{IEEE} Intelligent Systems},
    volume = {29},
    number = {4},
    pages = {62--80},
    year = {2014},
    url = {https://doi.org/10.1109/MIS.2014.60},
    doi = {10.1109/MIS.2014.60},
    timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/journals/expert/CaoJWGLOLZLXWPZYZSS14}
    }
  • [PDF] E. Gaussier and D. Trystram, “Big Data et partitionment de documents,” in TangenteSup, issue spéciale sur le Partage des ressources, Unknown, France, 2014, pp. 64-67.
    [Bibtex]
    @inproceedings{gaussier:hal-01230297,
    title = {{Big Data et partitionment de documents}},
    author = {Gaussier, Eric and Trystram, Denis},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01230297},
    booktitle = {{TangenteSup, issue sp{\'{e}}ciale sur le Partage des ressources}},
    address = {Unknown, France},
    volume = {77-78},
    pages = {64-67},
    year = {2014},
    hal_id = {hal-01230297}
    }
  • [PDF] [PDF] [DOI] J. Mothe, Y. Pitarch, and É. Gaussier, “Big data, le cas des systèmes d’information,” Ingénierie des systèmes d’information, vol. 19, iss. 3, p. 9–48, 2014.
    [Bibtex]
    @article{DBLP:journals/isi/MothePG14,
    author = {Josiane Mothe and
    Yoann Pitarch and
    {\'{E}}ric Gaussier},
    title = {Big data, le cas des syst{\`{e}}mes d'information},
    journal = {Ing{\'{e}}nierie des Syst{\`{e}}mes d'Information},
    volume = {19},
    number = {3},
    pages = {9--48},
    year = {2014},
    url = {https://doi.org/10.3166/isi.19.3.9-48},
    doi = {10.3166/isi.19.3.9-48},
    timestamp = {Sun, 28 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/isi/MothePG14},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01071750},
    publisher = {{Lavoisier}},
    hal_id = {hal-01071750}
    }
  • [PDF] [PDF] [DOI] B. Vettier and C. Garbay, “Domain-dependent and observer-dependent follow-up of human activity – A normative multi-agent approach,” in ICAART 2014 – proceedings of the 6th international conference on agents and artificial intelligence, volume 1, eseo, angers, loire valley, france, 6-8 march, 2014, France, 2014, p. 673–678.
    [Bibtex]
    @inproceedings{DBLP:conf/icaart/VettierG14,
    author = {Beno{\^{\i}}t Vettier and
    Catherine Garbay},
    title = {Domain-dependent and Observer-dependent Follow-up of Human Activity
    - {A} Normative Multi-agent Approach},
    booktitle = {{ICAART} 2014 - Proceedings of the 6th International Conference on
    Agents and Artificial Intelligence, Volume 1, ESEO, Angers, Loire
    Valley, France, 6-8 March, 2014},
    pages = {673--678},
    year = {2014},
    crossref = {DBLP:conf/icaart/2014-1},
    url = {https://doi.org/10.5220/0004918106730678},
    doi = {10.5220/0004918106730678},
    timestamp = {Thu, 25 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/icaart/VettierG14},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00948060},
    address = {France},
    volume = {Volume 2 - Agents},
    month = Mar,
    keywords = {Cognitive Systems ; Ambient Intelligence ; Agent Models and Architectures ; Normative Multi-Agent Systems},
    hal_id = {hal-00948060}
    }
  • [PDF] [DOI] A. E. Mahdaouy, É. Gaussier, and S. E. A. Ouatik, “Exploring term proximity statistic for arabic information retrieval,” in Third IEEE international colloquium in information science and technology, CIST 2014, tetouan, morocco, october 20-22, 2014, 2014, p. 272–277.
    [Bibtex]
    @inproceedings{DBLP:conf/cist/MahdaouyGA14,
    author = {Abdelkader El Mahdaouy and
    {\'{E}}ric Gaussier and
    Sa{\"{\i}}d El Alaoui Ouatik},
    title = {Exploring term proximity statistic for Arabic information retrieval},
    booktitle = {Third {IEEE} International Colloquium in Information Science and Technology,
    {CIST} 2014, Tetouan, Morocco, October 20-22, 2014},
    pages = {272--277},
    year = {2014},
    crossref = {DBLP:conf/cist/2014},
    url = {https://doi.org/10.1109/CIST.2014.7016631},
    doi = {10.1109/CIST.2014.7016631},
    timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/cist/MahdaouyGA14}
    }
  • [PDF] [PDF] [PDF] [DOI] P. Goswami, S. Moura, É. Gaussier, M. Amini, and F. Maes, “Exploring the space of IR functions,” in Advances in information retrieval – 36th european conference on IR research, ECIR 2014, amsterdam, the netherlands, april 13-16, 2014. proceedings, Amsterdam, Netherlands, 2014, p. 372–384.
    [Bibtex]
    @inproceedings{DBLP:conf/ecir/GoswamiMGAM14,
    author = {Parantapa Goswami and
    Simon Moura and
    {\'{E}}ric Gaussier and
    Massih-Reza Amini and
    Francis Maes},
    title = {Exploring the Space of {IR} Functions},
    booktitle = {Advances in Information Retrieval - 36th European Conference on {IR}
    Research, {ECIR} 2014, Amsterdam, The Netherlands, April 13-16, 2014.
    Proceedings},
    pages = {372--384},
    year = {2014},
    crossref = {DBLP:conf/ecir/2014},
    url = {https://doi.org/10.1007/978-3-319-06028-6\_31},
    doi = {10.1007/978-3-319-06028-6\_31},
    timestamp = {Sun, 21 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ecir/GoswamiMGAM14},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01118844},
    address = {Amsterdam, Netherlands},
    month = Apr,
    keywords = {Automatic Discovery ; Function Generation ; IR Theory},
    pdf = {https://hal.archives-ouvertes.fr/hal-01118844/file/ECIR2014.pdf},
    hal_id = {hal-01118844}
    }
  • [PDF] [PDF] [PDF] [DOI] R. O. C. García, T. Vu, and O. Aycard, “Fusion at detection level for frontal object perception,” in 2014 IEEE intelligent vehicles symposium proceedings, dearborn, mi, usa, june 8-11, 2014, Dearborn, Michigan, United States, 2014, p. 1225–1230.
    [Bibtex]
    @inproceedings{DBLP:conf/ivs/GarciaVA14,
    author = {Ricardo Omar Ch{\'{a}}vez Garc{\'{\i}}a and
    Trung-Dung Vu and
    Olivier Aycard},
    title = {Fusion at detection level for frontal object perception},
    booktitle = {2014 {IEEE} Intelligent Vehicles Symposium Proceedings, Dearborn,
    MI, USA, June 8-11, 2014},
    pages = {1225--1230},
    year = {2014},
    crossref = {DBLP:conf/ivs/2014},
    url = {https://doi.org/10.1109/IVS.2014.6856555},
    doi = {10.1109/IVS.2014.6856555},
    timestamp = {Fri, 26 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ivs/GarciaVA14},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01010374},
    address = {Dearborn, Michigan, United States},
    month = Jun,
    keywords = {Vehicle perception ; Information fusion ; multi-sensor ; evidential theory ; lidar processing ; image processing},
    pdf = {https://hal.archives-ouvertes.fr/hal-01010374/file/IVPaper.pdf},
    hal_id = {hal-01010374}
    }
  • [PDF] [PDF] [DOI] S. H. Mirisaee, É. Gaussier, and A. Termier, “Itemset approximation using constrained binary matrix factorization,” in International conference on data science and advanced analytics, DSAA 2014, shanghai, china, october 30 – november 1, 2014, Shanghai, China, China, 2014, p. 39–45.
    [Bibtex]
    @inproceedings{DBLP:conf/dsaa/MirisaeeGT14,
    author = {Seyed Hamid Mirisaee and
    {\'{E}}ric Gaussier and
    Alexandre Termier},
    title = {Itemset approximation using Constrained Binary Matrix Factorization},
    booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
    2014, Shanghai, China, October 30 - November 1, 2014},
    pages = {39--45},
    year = {2014},
    crossref = {DBLP:conf/dsaa/2014},
    url = {https://doi.org/10.1109/DSAA.2014.7058049},
    doi = {10.1109/DSAA.2014.7058049},
    timestamp = {Fri, 19 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/dsaa/MirisaeeGT14},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01071751},
    address = {Shanghai, China, China},
    hal_id = {hal-01071751}
    }
  • [PDF] [DOI] A. Azim and O. Aycard, “Layer-based supervised classification of moving objects in outdoor dynamic environment using 3d laser scanner,” in 2014 IEEE intelligent vehicles symposium proceedings, dearborn, mi, usa, june 8-11, 2014, 2014, p. 1408–1414.
    [Bibtex]
    @inproceedings{DBLP:conf/ivs/AzimA14,
    author = {Asma Azim and
    Olivier Aycard},
    title = {Layer-based supervised classification of moving objects in outdoor
    dynamic environment using 3D laser scanner},
    booktitle = {2014 {IEEE} Intelligent Vehicles Symposium Proceedings, Dearborn,
    MI, USA, June 8-11, 2014},
    pages = {1408--1414},
    year = {2014},
    crossref = {DBLP:conf/ivs/2014},
    url = {https://doi.org/10.1109/IVS.2014.6856558},
    doi = {10.1109/IVS.2014.6856558},
    timestamp = {Fri, 26 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ivs/AzimA14}
    }
  • [PDF] [PDF] C. Frambourg, A. Douzal-Chouakria, and É. Gaussier, “Learning temporal matchings for time series discrimination,” 2014.
    [Bibtex]
    @techreport{frambourg:hal-00996951,
    title = {{Learning temporal matchings for time series discrimination}},
    author = {Frambourg, C{\'{e}}dric and Douzal-Chouakria, Ahlame and Gaussier, {\'{E}}ric},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00996951},
    year = {2014},
    month = May,
    keywords = {time series classification ; temporal matching ; discriminant analysis ; variance-covariance},
    pdf = {https://hal.archives-ouvertes.fr/hal-00996951/file/LearnTS-PR-Final.pdf},
    hal_id = {hal-00996951}
    }
  • [PDF] [PDF] [PDF] [DOI] T. Vu, O. Aycard, and F. Tango, “Object perception for intelligent vehicle applications: A multi-sensor fusion approach,” in 2014 IEEE intelligent vehicles symposium proceedings, dearborn, mi, usa, june 8-11, 2014, Dearborn, MI, United States, 2014, p. 774–780.
    [Bibtex]
    @inproceedings{DBLP:conf/ivs/VuAT14,
    author = {Trung-Dung Vu and
    Olivier Aycard and
    Fabio Tango},
    title = {Object perception for intelligent vehicle applications: {A} multi-sensor
    fusion approach},
    booktitle = {2014 {IEEE} Intelligent Vehicles Symposium Proceedings, Dearborn,
    MI, USA, June 8-11, 2014},
    pages = {774--780},
    year = {2014},
    crossref = {DBLP:conf/ivs/2014},
    url = {https://doi.org/10.1109/IVS.2014.6856588},
    doi = {10.1109/IVS.2014.6856588},
    timestamp = {Fri, 26 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ivs/VuAT14},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01019527},
    address = {Dearborn, MI, United States},
    month = Jun,
    pdf = {https://hal.archives-ouvertes.fr/hal-01019527/file/main.pdf},
    hal_id = {hal-01019527}
    }
  • [PDF] S. Kleisarchaki, V. Christophides, S. Amer-Yahia, and A. Douzal-Chouakria, “Online Detection of Topic Change in Social Posts,” in Big’2014, Seoul, Corée, North Korea, 2014, pp. 1-4.
    [Bibtex]
    @inproceedings{kleisarchaki:hal-00946969,
    title = {{Online Detection of Topic Change in Social Posts}},
    author = {Kleisarchaki, Sofia and Christophides, Vassilis and Amer-Yahia, Sihem and Douzal-Chouakria, Ahlame},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00946969},
    booktitle = {{Big'2014}},
    address = {Seoul, Cor{\'{e}}e, North Korea},
    pages = {1-4},
    year = {2014},
    month = Apr,
    keywords = {topic change detection ; breakpoint detection ; scalability},
    hal_id = {hal-00946969}
    }
  • [PDF] [PDF] [PDF] [DOI] R. Babbar, C. Metzig, I. Partalas, É. Gaussier, and M. Amini, “On power law distributions in large-scale taxonomies,” SIGKDD explorations, vol. 16, iss. 1, p. 47–56, 2014.
    [Bibtex]
    @article{DBLP:journals/sigkdd/BabbarMPGA14,
    author = {Rohit Babbar and
    Cornelia Metzig and
    Ioannis Partalas and
    {\'{E}}ric Gaussier and
    Massih-Reza Amini},
    title = {On power law distributions in large-scale taxonomies},
    journal = {{SIGKDD} Explorations},
    volume = {16},
    number = {1},
    pages = {47--56},
    year = {2014},
    url = {https://doi.org/10.1145/2674026.2674033},
    doi = {10.1145/2674026.2674033},
    timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/journals/sigkdd/BabbarMPGA14},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01071746},
    hal_id = {hal-01071746},
    publisher = {{Association for Computing Machinery (ACM)}},
    month = Jun,
    keywords = {Large-scale taxonomies ; Power law distributions},
    pdf = {https://hal.archives-ouvertes.fr/hal-01120164/file/sigkddExp.pdf}
    }
  • [PDF] [PDF] L. Thévin, F. Badeig, J. Dugdale, O. Boissier, and C. Garbay, “Rendre tangible des normes de collaboration par un système multi-agent normatif,” in 12èmes Rencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA), Rouen, France, 2014, pp. 1-6.
    [Bibtex]
    @inproceedings{thevin:hal-01070994,
    title = {{Rendre tangible des normes de collaboration par un syst{\`{e}}me multi-agent normatif}},
    author = {Th{\'{e}}vin, Lauren and Badeig, Fabien and Dugdale, Julie and Boissier, Olivier and Garbay, Catherine},
    hal_url = {https://hal.inria.fr/hal-01070994},
    booktitle = {{12{\`{e}}mes Rencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA)}},
    address = {Rouen, France},
    pages = {1-6},
    year = {2014},
    month = Jun,
    pdf = {https://hal.inria.fr/hal-01070994/file/rjcia2014_submission_24.pdf},
    hal_id = {hal-01070994}
    }
  • [PDF] [PDF] [PDF] [DOI] R. Babbar, I. Partalas, É. Gaussier, and M. Amini, “Re-ranking approach to classification in large-scale power-law distributed category systems,” in The 37th international ACM SIGIR conference on research and development in information retrieval, SIGIR ’14, gold coast , qld, australia – july 06 – 11, 2014, New York, NY, USA, United States, 2014, p. 1059–1062.
    [Bibtex]
    @inproceedings{DBLP:conf/sigir/BabbarPGA14,
    author = {Rohit Babbar and
    Ioannis Partalas and
    {\'{E}}ric Gaussier and
    Massih-Reza Amini},
    title = {Re-ranking approach to classification in large-scale power-law distributed
    category systems},
    booktitle = {The 37th International {ACM} {SIGIR} Conference on Research and Development
    in Information Retrieval, {SIGIR} '14, Gold Coast , QLD, Australia
    - July 06 - 11, 2014},
    pages = {1059--1062},
    year = {2014},
    crossref = {DBLP:conf/sigir/2014},
    url = {https://doi.org/10.1145/2600428.2609509},
    doi = {10.1145/2600428.2609509},
    timestamp = {Tue, 06 Nov 2018 11:07:24 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/sigir/BabbarPGA14},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01071752},
    address = {New York, NY, USA, United States},
    publisher = {{ACM}},
    series = {SIGIR '14},
    keywords = {large-scale classification ; power-law distribution},
    hal_id = {hal-01071752},
    month = Aug,
    pdf = {https://hal.archives-ouvertes.fr/hal-01118830/file/SIGIR2014.pdf}
    }
  • [PDF] [PDF] [DOI] F. Badeig and C. Garbay, “Supporting distant human collaboration under tangible environments – A normative multiagent approach,” in ICAART 2014 – proceedings of the 6th international conference on agents and artificial intelligence, volume 2, eseo, angers, loire valley, france, 6-8 march, 2014, France, 2014, p. 249–254.
    [Bibtex]
    @inproceedings{DBLP:conf/icaart/BadeigG14,
    author = {Fabien Badeig and
    Catherine Garbay},
    title = {Supporting Distant Human Collaboration under Tangible Environments
    - {A} Normative Multiagent Approach},
    booktitle = {{ICAART} 2014 - Proceedings of the 6th International Conference on
    Agents and Artificial Intelligence, Volume 2, ESEO, Angers, Loire
    Valley, France, 6-8 March, 2014},
    pages = {249--254},
    year = {2014},
    crossref = {DBLP:conf/icaart/2014-2},
    url = {https://doi.org/10.5220/0004916102490254},
    doi = {10.5220/0004916102490254},
    timestamp = {Thu, 25 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/icaart/BadeigG14},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00948061},
    address = {France},
    volume = {Volume 2 - Agents},
    month = Mar,
    keywords = {Human Collaboration ; Tangible interaction ; Multiagent design ; Normative system ; Trace-based system},
    hal_id = {hal-00948061}
    }
  • [PDF] [PDF] B. A. Baez Miranda, S. Caffiau, C. Garbay, and F. Portet, “Task based model for récit generation from sensor data: an early experiment,” in 5th International Workshop on Computational Models of Narrative, France, 2014, p. 1–10.
    [Bibtex]
    @inproceedings{abaezmiranda:hal-00998684,
    title = {{Task based model for r{\'{e}}cit generation from sensor data: an early experiment}},
    author = {A. Baez Miranda, Bel{\'{e}}n and Caffiau, Sybille and Garbay, Catherine and Portet, François},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00998684},
    booktitle = {{5th International Workshop on Computational Models of Narrative}},
    address = {France},
    pages = {1--10},
    year = {2014},
    month = Jul,
    pdf = {https://hal.archives-ouvertes.fr/hal-00998684/file/cmn_recits.pdf},
    hal_id = {hal-00998684}
    }
  • [PDF] [DOI] D. Masson, A. Demeure, Z. Abu-Aisheh, G. Calvary, and G. Bisson, “Web design galleries: please give me similar styles!: a claim for ground truth datasets,” in Proceedings of the 8th nordic conference on human-computer interaction: fun, fast, foundational, helsinki, finland, october 26-30, 2014, 2014, p. 357–360.
    [Bibtex]
    @inproceedings{DBLP:conf/nordichi/MassonDACB14,
    author = {Dimitri Masson and
    Alexandre Demeure and
    Zeina Abu-Aisheh and
    Ga{\"{e}}lle Calvary and
    Gilles Bisson},
    title = {Web design galleries: please give me similar styles!: a claim for
    ground truth datasets},
    booktitle = {Proceedings of the 8th Nordic Conference on Human-Computer Interaction:
    Fun, Fast, Foundational, Helsinki, Finland, October 26-30, 2014},
    pages = {357--360},
    year = {2014},
    crossref = {DBLP:conf/nordichi/2014},
    url = {https://doi.org/10.1145/2639189.2641200},
    doi = {10.1145/2639189.2641200},
    timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/nordichi/MassonDACB14}
    }
  • [PDF] [DOI] I. Partalas, M. Amini, I. Androutsopoulos, T. Artières, P. Gallinari, É. Gaussier, and G. Paliouras, “Web-scale classification: web classification in the big data era,” in Seventh ACM international conference on web search and data mining, WSDM 2014, new york, ny, usa, february 24-28, 2014, 2014, p. 687–688.
    [Bibtex]
    @inproceedings{DBLP:conf/wsdm/PartalasAAAGGP14,
    author = {Ioannis Partalas and
    Massih-Reza Amini and
    Ion Androutsopoulos and
    Thierry Arti{\`{e}}res and
    Patrick Gallinari and
    {\'{E}}ric Gaussier and
    Georgios Paliouras},
    title = {Web-scale classification: web classification in the big data era},
    booktitle = {Seventh {ACM} International Conference on Web Search and Data Mining,
    {WSDM} 2014, New York, NY, USA, February 24-28, 2014},
    pages = {687--688},
    year = {2014},
    crossref = {DBLP:conf/wsdm/2014},
    url = {https://doi.org/10.1145/2556195.2556208},
    doi = {10.1145/2556195.2556208},
    timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/wsdm/PartalasAAAGGP14}
    }
  • [PDF] [DOI] A. Kosmopoulos, I. Partalas, E. Gaussier, G. Paliouras, and I. Androutsopoulos, “Evaluation measures for hierarchical classification: a unified view and novel approaches,” Data Mining and Knowledge Discovery, pp. 1-46, 2014.
    [Bibtex]
    @article{kosmopoulos:hal-01071749,
    title = {{Evaluation measures for hierarchical classification: a unified view and novel approaches}},
    author = {Kosmopoulos, Aris and Partalas, Ioannis and Gaussier, Eric and Paliouras, Georgios and Androutsopoulos, Ion},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01071749},
    journal = {{Data Mining and Knowledge Discovery}},
    publisher = {{Springer}},
    pages = {1-46},
    year = {2014},
    doi = {10.1007/s10618-014-0382-x},
    keywords = {Evaluation ; Evaluation measures ; Hierarchical classification ; Tree-structured class hierarchies ; DAG-structured class hierarchies},
    hal_id = {hal-01071749}
    }
  • [PDF] [PDF] L. Thévin, F. Badeig, J. Dugdale, O. Boissier, and C. Garbay, “Un système multi-agent normatif pour la collaboration et l’interaction mixte,” in 18èmes Journées Francophones des Systèmes Multi-Agents (JFSMA), Loriol-sur-Drôme, France, 2014, pp. 1-10.
    [Bibtex]
    @inproceedings{thevin:hal-01070992,
    title = {{Un syst{\`{e}}me multi-agent normatif pour la collaboration et l'interaction mixte}},
    author = {Th{\'{e}}vin, Lauren and Badeig, Fabien and Dugdale, Julie and Boissier, Olivier and Garbay, Catherine},
    hal_url = {https://hal.inria.fr/hal-01070992},
    booktitle = {{18{\`{e}}mes Journ{\'{e}}es Francophones des Syst{\`{e}}mes Multi-Agents (JFSMA)}},
    address = {Loriol-sur-Dr{\^{o}}me, France},
    pages = {1-10},
    year = {2014},
    month = Oct,
    pdf = {https://hal.inria.fr/hal-01070992/file/jfsma_review_MEP_enumere.pdf},
    hal_id = {hal-01070992}
    }
  • [PDF] L. Thévin, F. Badeig, J. Dugdale, O. Boissier, and C. Garbay, “Un système multi-agent normatif pour la collaboration et l’interaction mixte (présentation courte),” in Principe de parcimonie – JFSMA 14 – vingt-deuxièmes journées francophones sur les systèmes multi-agents, loriol-sur-drôme, france, octobre 8-10, 2014, 2014, p. 203–212.
    [Bibtex]
    @inproceedings{DBLP:conf/jfsma/ThevinBDBG14,
    author = {Lauren Th{\'{e}}vin and
    Fabien Badeig and
    Julie Dugdale and
    Olivier Boissier and
    Catherine Garbay},
    title = {Un syst{\`{e}}me multi-agent normatif pour la collaboration et l'interaction
    mixte (pr{\'{e}}sentation courte)},
    booktitle = {Principe de Parcimonie - {JFSMA} 14 - Vingt-deuxi{\`{e}}mes Journ{\'{e}}es
    Francophones sur les Syst{\`{e}}mes Multi-Agents, Loriol-sur-Dr{\^{o}}me,
    France, Octobre 8-10, 2014},
    pages = {203--212},
    year = {2014},
    crossref = {DBLP:conf/jfsma/2014},
    timestamp = {Mon, 10 Nov 2014 19:44:59 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/jfsma/ThevinBDBG14}
    }

2013

  • [PDF] G. Bisson and R. Blanch, “Alternative Visualization Methods to Explore Larger Dendrograms,” in In proceedings of the European Conference on Data Analysis, France, 2013, pp. 1-1.
    [Bibtex]
    @inproceedings{bisson:hal-00952838,
    title = {{Alternative Visualization Methods to Explore Larger Dendrograms}},
    author = {Bisson, Gilles and Blanch, Renaud},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00952838},
    booktitle = {{In proceedings of the European Conference on Data Analysis}},
    address = {France},
    pages = {1-1},
    year = {2013},
    hal_id = {hal-00952838}
    }
  • [PDF] [PDF] A. El Mahdaouy, S. El Alaoui Ouatik, and E. Gaussier, “A Study of Association Measures and their Combination for Arabic MWT Extraction,” in Terminology and Artificial Intelligence, Paris, France, 2013, pp. 45-52.
    [Bibtex]
    @inproceedings{elmahdaouy:hal-00881175,
    title = {{A Study of Association Measures and their Combination for Arabic MWT Extraction}},
    author = {El Mahdaouy, Abdelkader and El Alaoui Ouatik, Sa{\"{i}}d and Gaussier, Eric},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00881175},
    booktitle = {{Terminology and Artificial Intelligence}},
    address = {Paris, France},
    pages = {45-52},
    year = {2013},
    month = Oct,
    keywords = {terminology Extraction ; Multi-word Terms ; Linguistic filter ; statistical filter ; Arabic NLP},
    pdf = {https://hal.archives-ouvertes.fr/hal-00881175/file/MWT_Latex_7_pages.pdf},
    hal_id = {hal-00881175}
    }
  • [PDF] [PDF] [DOI] S. Clinchant and É. Gaussier, “A theoretical analysis of pseudo-relevance feedback models,” in International conference on the theory of information retrieval, ICTIR ’13, copenhagen, denmark, september 29 – october 02, 2013, Denmark, 2013, p. 6.
    [Bibtex]
    @inproceedings{DBLP:conf/ictir/ClinchantG13,
    author = {St{\'{e}}phane Clinchant and
    {\'{E}}ric Gaussier},
    title = {A Theoretical Analysis of Pseudo-Relevance Feedback Models},
    booktitle = {International Conference on the Theory of Information Retrieval, {ICTIR}
    '13, Copenhagen, Denmark, September 29 - October 02, 2013},
    pages = {6},
    year = {2013},
    crossref = {DBLP:conf/ictir/2013},
    url = {https://doi.org/10.1145/2499178.2499179},
    doi = {10.1145/2499178.2499179},
    timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/ictir/ClinchantG13},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00952994},
    address = {Denmark},
    hal_id = {hal-00952994}
    }
  • [PDF] [PDF] [DOI] C. Brouard, “Comparaison du modèle vectoriel et de la pondération tf*idf associée avec une méthode de propagation d’activation,” in CORIA 2013 – conférence en recherche d’infomations et applications – 10th french information retrieval conference, neuchâtel, switzerland, april 3-5, 2013., Neuchâtel, France, 2013, p. 217–226.
    [Bibtex]
    @inproceedings{DBLP:conf/coria/Brouard13,
    author = {Christophe Brouard},
    title = {Comparaison du mod{\`{e}}le vectoriel et de la pond{\'{e}}ration tf*idf
    associ{\'{e}}e avec une m{\'{e}}thode de propagation d'activation},
    booktitle = {{CORIA} 2013 - Conf{\'{e}}rence en Recherche d'Infomations et Applications
    - 10th French Information Retrieval Conference, Neuch{\^{a}}tel, Switzerland,
    April 3-5, 2013.},
    pages = {217--226},
    year = {2013},
    crossref = {DBLP:conf/coria/2013},
    url = {https://doi.org/10.24348/coria.2013.coria2013\_19},
    doi = {10.24348/coria.2013.coria2013\_19},
    timestamp = {Wed, 20 Jun 2018 17:08:38 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/coria/Brouard13},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00879636},
    address = {Neuch{\^{a}}tel, France},
    month = Apr,
    hal_id = {hal-00879636}
    }
  • [PDF] [PDF] [DOI] R. Babbar, I. Partalas, C. Metzig, É. Gaussier, and M. Amini, “Comparative classifier evaluation for web-scale taxonomies using power law,” in The semantic web: ESWC 2013 satellite events – ESWC 2013 satellite events, montpellier, france, may 26-30, 2013, revised selected papers, France, 2013, p. 310–311.
    [Bibtex]
    @inproceedings{DBLP:conf/esws/BabbarPMGA13,
    author = {Rohit Babbar and
    Ioannis Partalas and
    Cornelia Metzig and
    {\'{E}}ric Gaussier and
    Massih-Reza Amini},
    title = {Comparative Classifier Evaluation for Web-Scale Taxonomies Using Power
    Law},
    booktitle = {The Semantic Web: {ESWC} 2013 Satellite Events - {ESWC} 2013 Satellite
    Events, Montpellier, France, May 26-30, 2013, Revised Selected Papers},
    pages = {310--311},
    year = {2013},
    crossref = {DBLP:conf/esws/2013s},
    url = {https://doi.org/10.1007/978-3-642-41242-4\_56},
    doi = {10.1007/978-3-642-41242-4\_56},
    timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/esws/BabbarPMGA13},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00944212},
    address = {France},
    month = May,
    hal_id = {hal-00944212}
    }
  • [PDF] [PDF] [DOI] P. Goswami and É. Gaussier, “Estimation du paramètre de collection des modèles d’information pour la RI,” in CORIA 2013 – conférence en recherche d’infomations et applications – 10th french information retrieval conference, neuchâtel, switzerland, april 3-5, 2013., Neuchâtel, Suisse, Switzerland, 2013, p. 201–216.
    [Bibtex]
    @inproceedings{DBLP:conf/coria/GoswamiG13,
    author = {Parantapa Goswami and
    {\'{E}}ric Gaussier},
    title = {Estimation du param{\`{e}}tre de collection des mod{\`{e}}les d'information
    pour la {RI}},
    booktitle = {{CORIA} 2013 - Conf{\'{e}}rence en Recherche d'Infomations et Applications
    - 10th French Information Retrieval Conference, Neuch{\^{a}}tel, Switzerland,
    April 3-5, 2013.},
    pages = {201--216},
    year = {2013},
    crossref = {DBLP:conf/coria/2013},
    url = {https://doi.org/10.24348/coria.2013.coria2013\_82},
    doi = {10.24348/coria.2013.coria2013\_82},
    timestamp = {Wed, 20 Jun 2018 17:08:38 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/coria/GoswamiG13},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00944625},
    address = {Neuch{\^{a}}tel, Suisse, Switzerland},
    month = Apr,
    hal_id = {hal-00944625}
    }
  • [PDF] [PDF] [DOI] P. Goswami and É. Gaussier, “Estimation of the collection parameter of information models for IR,” in Advances in information retrieval – 35th european conference on IR research, ECIR 2013, moscow, russia, march 24-27, 2013. proceedings, Moscow, Russia, 2013, p. 459–470.
    [Bibtex]
    @inproceedings{DBLP:conf/ecir/GoswamiG13,
    author = {Parantapa Goswami and
    {\'{E}}ric Gaussier},
    title = {Estimation of the Collection Parameter of Information Models for {IR}},
    booktitle = {Advances in Information Retrieval - 35th European Conference on {IR}
    Research, {ECIR} 2013, Moscow, Russia, March 24-27, 2013. Proceedings},
    pages = {459--470},
    year = {2013},
    crossref = {DBLP:conf/ecir/2013},
    url = {https://doi.org/10.1007/978-3-642-36973-5\_39},
    doi = {10.1007/978-3-642-36973-5\_39},
    timestamp = {Wed, 14 Nov 2018 10:51:43 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/ecir/GoswamiG13},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00881154},
    address = {Moscow, Russia},
    series = {Lecture Notes in Computer Science},
    volume = {7814},
    month = Mar,
    keywords = {IR Theory ; Information Models ; Estimation of Parameters},
    hal_id = {hal-00881154}
    }
  • [PDF] [DOI] B. Li and E. Gaussier, “Exploiting Comparable Corpora for Lexicon Extraction: Measuring and Improving Corpus Quality,” in Building and Using Comparable Corpora, Sharoff, Serge, Rapp, Reinhard, Zweigenbaum, Pierre, Fung, and Pascale, Eds., {Springer Berlin Heidelberg}, 2013, pp. 131-149.
    [Bibtex]
    @incollection{li:hal-01071744,
    title = {{Exploiting Comparable Corpora for Lexicon Extraction: Measuring and Improving Corpus Quality}},
    author = {Li, Bo and Gaussier, Eric},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01071744},
    booktitle = {{Building and Using Comparable Corpora}},
    editor = {Sharoff and Serge and Rapp and Reinhard and Zweigenbaum and Pierre and Fung and Pascale},
    publisher = {{Springer Berlin Heidelberg}},
    pages = {131-149},
    year = {2013},
    doi = {10.1007/978-3-642-20128-8\_7},
    hal_id = {hal-01071744}
    }
  • [PDF] [PDF] [PDF] R. O. C. García, T. Vu, O. Aycard, and F. Tango, “Fusion framework for moving-object classification,” in Proceedings of the 16th international conference on information fusion, FUSION 2013, istanbul, turkey, july 9-12, 2013, Istanbul, Turkey, 2013, p. 1159–1166.
    [Bibtex]
    @inproceedings{DBLP:conf/fusion/GarciaVAT13,
    author = {Ricardo Omar Ch{\'{a}}vez Garc{\'{\i}}a and
    Trung-Dung Vu and
    Olivier Aycard and
    Fabio Tango},
    title = {Fusion framework for moving-object classification},
    booktitle = {Proceedings of the 16th International Conference on Information Fusion,
    {FUSION} 2013, Istanbul, Turkey, July 9-12, 2013},
    pages = {1159--1166},
    year = {2013},
    crossref = {DBLP:conf/fusion/2013},
    url = {http://ieeexplore.ieee.org/document/6641127/},
    timestamp = {Sun, 30 Apr 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/fusion/GarciaVAT13},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00881147},
    address = {Istanbul, Turkey},
    month = Jul,
    pdf = {https://hal.archives-ouvertes.fr/hal-00881147/file/Fusion_paper.pdf},
    hal_id = {hal-00881147}
    }
  • [PDF] [PDF] [PDF] [DOI] C. Frambourg, A. Douzal-Chouakria, and É. Gaussier, “Learning multiple temporal matching for time series classification,” in Advances in intelligent data analysis XII – 12th international symposium, IDA 2013, london, uk, october 17-19, 2013. proceedings, London, United Kingdom, 2013, p. 198–209.
    [Bibtex]
    @inproceedings{DBLP:conf/ida/FrambourgCG13,
    author = {Cedric Frambourg and
    Ahlame Douzal-Chouakria and
    {\'{E}}ric Gaussier},
    title = {Learning Multiple Temporal Matching for Time Series Classification},
    booktitle = {Advances in Intelligent Data Analysis {XII} - 12th International Symposium,
    {IDA} 2013, London, UK, October 17-19, 2013. Proceedings},
    pages = {198--209},
    year = {2013},
    crossref = {DBLP:conf/ida/2013},
    url = {https://doi.org/10.1007/978-3-642-41398-8\_18},
    doi = {10.1007/978-3-642-41398-8\_18},
    timestamp = {Sun, 04 Jun 2017 10:02:52 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ida/FrambourgCG13},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00881159},
    note = {12},
    address = {London, United Kingdom},
    editor = {Springe},
    keywords = {Temporal data ; load profile ; supervised classification ; multiple temporal alignement},
    pdf = {https://hal.archives-ouvertes.fr/hal-00881159/file/Learn-TS-IDA13-Final.pdf},
    hal_id = {hal-00881159},
    series = {Springer},
    month = Oct
    }
  • [PDF] R. Blanch, R. Dautriche, and G. Bisson, “Les dendro-matrices : une alternative aux dendrogrammes pour visualiser les résultats d’une classification ascendante hiérarchique,” in Conférence EGC, France, 2013, pp. 33-42.
    [Bibtex]
    @inproceedings{blanch:hal-00881169,
    title = {{Les dendro-matrices : une alternative aux dendrogrammes pour visualiser les r{\'{e}}sultats d'une classification ascendante hi{\'{e}}rarchique}},
    author = {Blanch, Renaud and Dautriche, R{\'{e}}my and Bisson, Gilles},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00881169},
    booktitle = {{Conf{\'{e}}rence EGC}},
    address = {France},
    pages = {33-42},
    year = {2013},
    month = Jan,
    hal_id = {hal-00881169}
    }
  • [PDF] [PDF] [PDF] [DOI] R. Babbar, I. Partalas, É. Gaussier, and M. Amini, “Maximum-margin framework for training data synchronization in large-scale hierarchical classification,” in Neural information processing – 20th international conference, ICONIP 2013, daegu, korea, november 3-7, 2013. proceedings, part I, 2013, p. 336–343.
    [Bibtex]
    @inproceedings{DBLP:conf/iconip/BabbarPGA13,
    author = {Rohit Babbar and
    Ioannis Partalas and
    {\'{E}}ric Gaussier and
    Massih-Reza Amini},
    title = {Maximum-Margin Framework for Training Data Synchronization in Large-Scale
    Hierarchical Classification},
    booktitle = {Neural Information Processing - 20th International Conference, {ICONIP}
    2013, Daegu, Korea, November 3-7, 2013. Proceedings, Part {I}},
    pages = {336--343},
    year = {2013},
    crossref = {DBLP:conf/iconip/2013-1},
    url = {https://doi.org/10.1007/978-3-642-42054-2\_42},
    doi = {10.1007/978-3-642-42054-2\_42},
    timestamp = {Wed, 24 May 2017 08:28:29 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/iconip/BabbarPGA13},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00943206},
    editor = {Lee and Minho and Hirose and Akira and Hou and Zeng-Guang and Kil and RheeMa},
    publisher = {{Springer Berlin Heidelberg}},
    month = Dec,
    pdf = {https://hal.archives-ouvertes.fr/hal-00943206/file/372.pdf},
    hal_id = {hal-00943206}
    }
  • [PDF] [DOI] B. Li and É. Gaussier, “Modèles d’information pour la recherche multilingue,” Document numérique, vol. 16, iss. 2, p. 11–30, 2013.
    [Bibtex]
    @article{DBLP:journals/dn/LiG13,
    author = {Bo Li and
    {\'{E}}ric Gaussier},
    title = {Mod{\`{e}}les d'information pour la recherche multilingue},
    journal = {Document Num{\'{e}}rique},
    volume = {16},
    number = {2},
    pages = {11--30},
    year = {2013},
    url = {https://doi.org/10.3166/dn.16.2.11-30},
    doi = {10.3166/dn.16.2.11-30},
    timestamp = {Sat, 27 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/dn/LiG13}
    }
  • [PDF] G. Bisson, “Multi-Operators Based Hierarchical Clustering,” in In proceedings of the European Conference on Data Analysis, France, 2013, pp. 1-1.
    [Bibtex]
    @inproceedings{bisson:hal-00952839,
    title = {{Multi-Operators Based Hierarchical Clustering}},
    author = {Bisson, Gilles},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00952839},
    booktitle = {{In proceedings of the European Conference on Data Analysis}},
    address = {France},
    pages = {1-1},
    year = {2013},
    hal_id = {hal-00952839}
    }
  • [PDF] C. Frambourg, A. Douzal-Chouakria, and E. Gaussier, “New temporal matching strategies for time series discrimination,” in European Conference on Data Analysis, Luxembourg, 2013, p. –.
    [Bibtex]
    @inproceedings{frambourg:hal-00908430,
    title = {{New temporal matching strategies for time series discrimination}},
    author = {Frambourg, Cedric and Douzal-Chouakria, Ahlame and Gaussier, Eric},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00908430},
    booktitle = {{European Conference on Data Analysis}},
    address = {Luxembourg},
    pages = {--},
    year = {2013},
    month = Jul,
    hal_id = {hal-00908430}
    }
  • [PDF] [PDF] [PDF] R. Babbar, I. Partalas, É. Gaussier, and M. Amini, “On flat versus hierarchical classification in large-scale taxonomies,” in Advances in neural information processing systems 26: 27th annual conference on neural information processing systems 2013. proceedings of a meeting held december 5-8, 2013, lake tahoe, nevada, united states., United States, 2013, p. 1824–1832.
    [Bibtex]
    @inproceedings{DBLP:conf/nips/BabbarPGA13,
    author = {Rohit Babbar and
    Ioannis Partalas and
    {\'{E}}ric Gaussier and
    Massih-Reza Amini},
    title = {On Flat versus Hierarchical Classification in Large-Scale Taxonomies},
    booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
    Conference on Neural Information Processing Systems 2013. Proceedings
    of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States.},
    pages = {1824--1832},
    year = {2013},
    crossref = {DBLP:conf/nips/2013},
    url = {http://papers.nips.cc/paper/5082-on-flat-versus-hierarchical-classification-in-large-scale-taxonomies},
    timestamp = {Fri, 31 Jan 2014 12:11:40 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/nips/BabbarPGA13},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00944215},
    address = {United States},
    month = Dec,
    hal_id = {hal-00944215},
    pdf = {https://hal.archives-ouvertes.fr/hal-01118815/file/FlatvsHierarClassif-NIPS2013.pdf}
    }
  • [PDF] F. Badeig, B. Vettier, and C. Garbay, “Perceiving and interpreting human activity: a normative MAS,” in 11th International Conference on Naturalistic Decision Making (NDM13), France, 2013, pp. 183-188.
    [Bibtex]
    @inproceedings{badeig:hal-00948062,
    title = {{Perceiving and interpreting human activity: a normative MAS}},
    author = {Badeig, Fabien and Vettier, Beno{\^{i}}t and Garbay, Catherine},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00948062},
    booktitle = {{11th International Conference on Naturalistic Decision Making (NDM13)}},
    address = {France},
    editor = {Chaudet and Herv{\'{e}} and Pellegrin and Liliane and Bonnardel and Nathalie},
    pages = {183-188},
    year = {2013},
    month = May,
    keywords = {human activity follow-up ; normative multi-agent systems ; monitoring ; remote collaboration},
    hal_id = {hal-00948062}
    }
  • [PDF] [PDF] [PDF] [DOI] C. Lagnier, L. Denoyer, É. Gaussier, and P. Gallinari, “Predicting information diffusion in social networks using content and user’s profiles,” in Advances in information retrieval – 35th european conference on IR research, ECIR 2013, moscow, russia, march 24-27, 2013. proceedings, Moscou, Russia, 2013, p. 74–85.
    [Bibtex]
    @inproceedings{DBLP:conf/ecir/LagnierDGG13,
    author = {C{\'{e}}dric Lagnier and
    Ludovic Denoyer and
    {\'{E}}ric Gaussier and
    Patrick Gallinari},
    title = {Predicting Information Diffusion in Social Networks Using Content
    and User's Profiles},
    booktitle = {Advances in Information Retrieval - 35th European Conference on {IR}
    Research, {ECIR} 2013, Moscow, Russia, March 24-27, 2013. Proceedings},
    pages = {74--85},
    year = {2013},
    crossref = {DBLP:conf/ecir/2013},
    url = {https://doi.org/10.1007/978-3-642-36973-5\_7},
    doi = {10.1007/978-3-642-36973-5\_7},
    timestamp = {Wed, 14 Nov 2018 10:51:43 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/ecir/LagnierDGG13},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00881524},
    address = {Moscou, Russia},
    series = {Lecture Notes in Computer Science},
    volume = {7814},
    month = Mar,
    keywords = {Social Networks ; Information Diffusion ; Machine Learning},
    pdf = {https://hal.archives-ouvertes.fr/hal-00881524/file/UserCentricModels-novspace.pdf},
    hal_id = {hal-00881524}
    }
  • [PDF] [PDF] F. Kawala, A. Douzal-Chouakria, E. Gaussier, and E. Dimert, “Prédictions d’activité dans les réseaux sociaux en ligne,” in 4ième conférence sur les modèles et l’analyse des réseaux : Approches mathématiques et informatiques, France, 2013, p. 16.
    [Bibtex]
    @inproceedings{kawala:hal-00881395,
    title = {{Pr{\'{e}}dictions d'activit{\'{e}} dans les r{\'{e}}seaux sociaux en ligne}},
    author = {Kawala, François and Douzal-Chouakria, Ahlame and Gaussier, Eric and Dimert, Eustache},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00881395},
    booktitle = {{4i{\`{e}}me conf{\'{e}}rence sur les mod{\`{e}}les et l'analyse des r{\'{e}}seaux : Approches math{\'{e}}matiques et informatiques}},
    address = {France},
    pages = {16},
    year = {2013},
    month = Oct,
    keywords = {Time-series ; Social-network ; Twitter ; Buz ; Large-scale data-mining},
    pdf = {https://hal.archives-ouvertes.fr/hal-00881395/file/KAWALA-DOUZAL-GAUSSIER-DIEMERT.pdf},
    hal_id = {hal-00881395}
    }
  • [PDF] [PDF] M. Amini and É. Gaussier, Recherche d’information – applications, modèles et algorithmes, Eyrolles, Ed., Eyrolles, 2013.
    [Bibtex]
    @book{DBLP:books/eyrolles/Amini13,
    author = {Massih-Reza Amini and
    {\'{E}}ric Gaussier},
    title = {Recherche d'Information - applications, mod{\`{e}}les et algorithmes},
    publisher = {Eyrolles},
    year = {2013},
    url = {http://www.eyrolles.com/Informatique/Livre/recherche-d-information-9782212135329},
    isbn = {978-2-212-13532-9},
    timestamp = {Sat, 27 Apr 2013 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/books/eyrolles/Amini13},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00881257},
    note = {I-XIX, 1-233},
    editor = {Eyrolles},
    series = {Algorithmes},
    pages = {1-233},
    month = Apr,
    keywords = {Recherche d'Information ; Classification documentaire ; Clustering ; Moteurs de recherche ; Big Data},
    hal_id = {hal-00881257}
    }
  • [PDF] [PDF] I. Partalas, É. Gaussier, and A. N. Ngomo, “Results of the first bioasq workshop,” in Proceedings of the first workshop on bio-medical semantic indexing and question answering, a post-conference workshop of conference and labs of the evaluation forum 2013 (CLEF 2013) , valencia, spain, september 27th, 2013., Spain, 2013, pp. 1-8.
    [Bibtex]
    @inproceedings{DBLP:conf/clef/PartalasGN13,
    author = {Ioannis Partalas and
    {\'{E}}ric Gaussier and
    Axel-Cyrille Ngonga Ngomo},
    title = {Results of the First BioASQ Workshop},
    booktitle = {Proceedings of the first Workshop on Bio-Medical Semantic Indexing
    and Question Answering, a Post-Conference Workshop of Conference and
    Labs of the Evaluation Forum 2013 {(CLEF} 2013) , Valencia, Spain,
    September 27th, 2013.},
    year = {2013},
    crossref = {DBLP:conf/clef/2013bioasq},
    url = {http://ceur-ws.org/Vol-1094/bioasq2013\_overview.pdf},
    timestamp = {Mon, 30 May 2016 16:28:37 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/clef/PartalasGN13},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00953048},
    address = {Spain},
    pages = {1-8},
    hal_id = {hal-00953048}
    }
  • [PDF] M. Amini and G. Cyril, “Text categorization based on co-classification learning from multilingual corpora,” , iss. 20060101, 2013.
    [Bibtex]
    @patent{amini:hal-00871809,
    title = {{Text categorization based on co-classification learning from multilingual corpora}},
    author = {Amini, Massih-Reza and Cyril, Goutte},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00871809},
    number = {20060101},
    address = {United States},
    year = {2013},
    month = May,
    keywords = {Multilingual Text categorization ; machine learning},
    hal_id = {hal-00871809}
    }
  • [PDF] [PDF] [PDF] B. Omidvar-Tehrani, S. A. -, A. Termier, A. Bertaux, É. Gaussier, and M. -, “Towards a framework for semantic exploration of frequent patterns,” in Proceedings of the 3rd international workshop on information management for mobile applications, riva del garda, italy, august 26, 2013., Riva del Garda, Trento, Italy, 2013, p. 7–14.
    [Bibtex]
    @inproceedings{DBLP:conf/immoa/TehraniATBGR13,
    author = {Behrooz Omidvar-Tehrani and
    Sihem Amer{-}Yahia and
    Alexandre Termier and
    Aur{\'{e}}lie Bertaux and
    {\'{E}}ric Gaussier and
    Marie{-}Christine Rousset},
    title = {Towards a Framework for Semantic Exploration of Frequent Patterns},
    booktitle = {Proceedings of the 3rd International Workshop on Information Management
    for Mobile Applications, Riva del Garda, Italy, August 26, 2013.},
    pages = {7--14},
    year = {2013},
    crossref = {DBLP:conf/immoa/2013},
    url = {http://ceur-ws.org/Vol-1075/01.pdf},
    timestamp = {Mon, 12 Jun 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/immoa/TehraniATBGR13},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00881195},
    note = {http://ceur-ws.org/Vol-1075/ - ISSN: 1613-0073},
    address = {Riva del Garda, Trento, Italy},
    editor = {Thierry Delot and Sandra Geisler and Sergio Ilarri and Christoph Qui},
    publisher = {{CEUR-WS}},
    volume = {1075},
    month = Aug,
    pdf = {https://hal.archives-ouvertes.fr/hal-00881195/file/Towards_a_Framework_for_Semantic_Exploration_of_Frequent_Patterns.pdf},
    hal_id = {hal-00881195}
    }
  • [PDF] [PDF] [DOI] P. Goswami, M. Amini, and É. Gaussier, “Transferring knowledge with source selection to learn IR functions on unlabeled collections,” in 22nd ACM international conference on information and knowledge management, cikm’13, san francisco, ca, usa, october 27 – november 1, 2013, San Francisco, United States, 2013, p. 2315–2320.
    [Bibtex]
    @inproceedings{DBLP:conf/cikm/GoswamiAG13,
    author = {Parantapa Goswami and
    Massih-Reza Amini and
    {\'{E}}ric Gaussier},
    title = {Transferring knowledge with source selection to learn {IR} functions
    on unlabeled collections},
    booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
    CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
    pages = {2315--2320},
    year = {2013},
    crossref = {DBLP:conf/cikm/2013},
    url = {https://doi.org/10.1145/2505515.2505662},
    doi = {10.1145/2505515.2505662},
    timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/cikm/GoswamiAG13},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00881597},
    address = {San Francisco, United States},
    month = Oct,
    keywords = {Domain adaptation ; knowledge transfer ; source selection ; learning to rank ; transductive learning},
    hal_id = {hal-00881597}
    }
  • [PDF] [PDF] C. Frambourg, A. Douzal-Chouakria, É. Gaussier, and J. Demongeot, “Variance/Covariance extension for time series discrimination,” 2013.
    [Bibtex]
    @techreport{frambourg:hal-00744747,
    title = {{Variance/Covariance extension for time series discrimination}},
    author = {Frambourg, C{\'{e}}dric and Douzal-Chouakria, Ahlame and Gaussier, {\'{E}}ric and Demongeot, Jacques},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00744747},
    hal_local_reference = {RR-LIG-022},
    year = {2013},
    month = May,
    keywords = {time series alignment ; discriminant analysis ; variance-covariance ; time series classification ; dynamic time warping ; Euclidean distance},
    pdf = {https://hal.archives-ouvertes.fr/hal-00744747/file/TSLAli-RR.pdf},
    hal_id = {hal-00744747}
    }
  • [PDF] A. Kosmopoulos, I. Partalas, É. Gaussier, G. Paliouras, and I. Androutsopoulos, “Evaluation measures for hierarchical classification: a unified view and novel approaches,” Corr, vol. abs/1306.6802, 2013.
    [Bibtex]
    @article{DBLP:journals/corr/KosmopoulosPGPA13,
    author = {Aris Kosmopoulos and
    Ioannis Partalas and
    {\'{E}}ric Gaussier and
    Georgios Paliouras and
    Ion Androutsopoulos},
    title = {Evaluation Measures for Hierarchical Classification: a unified view
    and novel approaches},
    journal = {CoRR},
    volume = {abs/1306.6802},
    year = {2013},
    url = {http://arxiv.org/abs/1306.6802},
    archiveprefix = {arXiv},
    eprint = {1306.6802},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/KosmopoulosPGPA13}
    }

2012

  • [PDF] [PDF] [PDF] [DOI] I. Partalas, R. Babbar, É. Gaussier, and C. Amblard, “Adaptive classifier selection in large-scale hierarchical classification,” in Neural information processing – 19th international conference, ICONIP 2012, doha, qatar, november 12-15, 2012, proceedings, part III, Doha, Qatar, 2012, p. 612–619.
    [Bibtex]
    @inproceedings{DBLP:conf/iconip/PartalasBGA12,
    author = {Ioannis Partalas and
    Rohit Babbar and
    {\'{E}}ric Gaussier and
    C{\'{e}}cile Amblard},
    title = {Adaptive Classifier Selection in Large-Scale Hierarchical Classification},
    booktitle = {Neural Information Processing - 19th International Conference, {ICONIP}
    2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part {III}},
    pages = {612--619},
    year = {2012},
    crossref = {DBLP:conf/iconip/2012-3},
    url = {https://doi.org/10.1007/978-3-642-34487-9\_74},
    doi = {10.1007/978-3-642-34487-9\_74},
    timestamp = {Wed, 24 May 2017 08:28:29 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/iconip/PartalasBGA12},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00750771},
    address = {Doha, Qatar},
    editor = {Tingwen Huang and Zhigang Zeng and Chuandong Li and Chi Sing Leung},
    publisher = {{Springer Berlin}},
    series = {Lecture Notes in Computer Science (LNCS)},
    volume = {7665},
    month = Nov,
    keywords = {Hierarchical Classification ; Classifier Selection ; Meta- learning},
    pdf = {https://hal.archives-ouvertes.fr/hal-00750771/file/Partalas-Babbar-Gaussier-Amblard-ICONIP2012.pdf},
    hal_id = {hal-00750771}
    }
  • [PDF] [PDF] A. Douzal-Chouakria and C. Amblard, “Adaptive split test for multivariate time series classification trees,” in CAp 2012 – Conférence Francophone sur l’Apprentissage Automatique, Nancy, France, 2012, p. 16p..
    [Bibtex]
    @inproceedings{douzalchouakria:hal-00741944,
    title = {{Adaptive split test for multivariate time series classification trees}},
    author = {Douzal-Chouakria, Ahlame and Amblard, C{\'{e}}cile},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00741944},
    note = {Poster},
    booktitle = {{CAp 2012 - Conf{\'{e}}rence Francophone sur l'Apprentissage Automatique}},
    address = {Nancy, France},
    pages = {16p.},
    year = {2012},
    month = May,
    pdf = {https://hal.archives-ouvertes.fr/hal-00741944/file/Douzal-Amblard-CAP.pdf},
    hal_id = {hal-00741944}
    }
  • [PDF] [PDF] [PDF] [DOI] B. Vettier, L. Amate, and C. Garbay, “A multi-hypothesis monitoring architecture: application to ambulatory physiology,” in STAIRS 2012 – proceedings of the sixth starting AI researchers’ symposium, montpellier, france, 27-28 august 2012, Montpellier, France, 2012, p. 348–359.
    [Bibtex]
    @inproceedings{DBLP:conf/stairs/VettierAG12,
    author = {Beno{\^{\i}}t Vettier and
    Laure Amate and
    Catherine Garbay},
    title = {A Multi-Hypothesis Monitoring Architecture: Application to Ambulatory
    Physiology},
    booktitle = {{STAIRS} 2012 - Proceedings of the Sixth Starting {AI} Researchers'
    Symposium, Montpellier, France, 27-28 August 2012},
    pages = {348--359},
    year = {2012},
    crossref = {DBLP:conf/stairs/2012},
    url = {https://doi.org/10.3233/978-1-61499-096-3-348},
    doi = {10.3233/978-1-61499-096-3-348},
    timestamp = {Tue, 23 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/stairs/VettierAG12},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00740706},
    address = {Montpellier, France},
    editor = {Kristian Kersting, Marc Toussai},
    publisher = {{IOS Press}},
    volume = {241},
    month = Aug,
    keywords = {Multi-agent systems ; Knowledge-based Information Systems ; AI and Medicine ; Hypothetical Reasoning ; Hybrid Normative Systems},
    pdf = {https://hal.archives-ouvertes.fr/hal-00740706/file/Vettier-Amate-Garbay-STAIRS2012.pdf},
    hal_id = {hal-00740706}
    }
  • [PDF] [PDF] [PDF] [DOI] G. Bisson and C. Grimal, “An architecture to efficiently learn co-similarities from multi-view datasets,” in Neural information processing – 19th international conference, ICONIP 2012, doha, qatar, november 12-15, 2012, proceedings, part I, Doha, Qatar, 2012, p. 184–193.
    [Bibtex]
    @inproceedings{DBLP:conf/iconip/BissonG12,
    author = {Gilles Bisson and
    Cl{\'{e}}ment Grimal},
    title = {An Architecture to Efficiently Learn Co-Similarities from Multi-view
    Datasets},
    booktitle = {Neural Information Processing - 19th International Conference, {ICONIP}
    2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part {I}},
    pages = {184--193},
    year = {2012},
    crossref = {DBLP:conf/iconip/2012-1},
    url = {https://doi.org/10.1007/978-3-642-34475-6\_23},
    doi = {10.1007/978-3-642-34475-6\_23},
    timestamp = {Wed, 24 May 2017 08:28:30 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/iconip/BissonG12},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00740749},
    address = {Doha, Qatar},
    editor = {T. Huang and Z. Zeng and C. Li and C.S. Leung},
    publisher = {{Springer}},
    series = {Lecture Notes in Computer Science (LNCS)},
    volume = {7663},
    month = Nov,
    keywords = {Multiview Learning ; Similarity Learning ; Co-clustering},
    pdf = {https://hal.archives-ouvertes.fr/hal-00740749/file/Bisson-Grimal-ICONIP2012.pdf},
    hal_id = {hal-00740749}
    }
  • [PDF] [PDF] [PDF] [DOI] B. Li and É. Gaussier, “An information-based cross-language information retrieval model,” in Advances in information retrieval – 34th european conference on IR research, ECIR 2012, barcelona, spain, april 1-5, 2012. proceedings, Barcelone, Spain, 2012, p. 281–292.
    [Bibtex]
    @inproceedings{DBLP:conf/ecir/LiG12,
    author = {Bo Li and
    {\'{E}}ric Gaussier},
    title = {An Information-Based Cross-Language Information Retrieval Model},
    booktitle = {Advances in Information Retrieval - 34th European Conference on {IR}
    Research, {ECIR} 2012, Barcelona, Spain, April 1-5, 2012. Proceedings},
    pages = {281--292},
    year = {2012},
    crossref = {DBLP:conf/ecir/2012},
    url = {https://doi.org/10.1007/978-3-642-28997-2\_24},
    doi = {10.1007/978-3-642-28997-2\_24},
    timestamp = {Sun, 21 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ecir/LiG12},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00741099},
    address = {Barcelone, Spain},
    editor = {Ricardo Baeza-Yates and Arjen P. de Vries and Hugo Zaragoza and B. Barla Cambazoglu and Vanessa Murdock and Ronny Lempel and Fabrizio Silvestri},
    publisher = {{Springer}},
    series = {Lecture Notes in Computer Science (LNCS)},
    volume = {7224},
    month = Apr,
    pdf = {https://hal.archives-ouvertes.fr/hal-00741099/file/Li-ecir2012.pdf},
    hal_id = {hal-00741099}
    }
  • [PDF] [PDF] G. Bisson and C. Grimal, “Apprentissage multi-vue de co-similarités pour la classification,” in Conférence Francophone sur l’Apprentissage Automatique – CAp 2012, Nancy, France, 2012, pp. 175-190.
    [Bibtex]
    @inproceedings{bisson:hal-00741470,
    title = {{Apprentissage multi-vue de co-similarit{\'{e}}s pour la classification}},
    author = {Bisson, Gilles and Grimal, Cl{\'{e}}ment},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00741470},
    booktitle = {{Conf{\'{e}}rence Francophone sur l'Apprentissage Automatique - CAp 2012}},
    address = {Nancy, France},
    editor = {Laurent Bougrai},
    pages = {175-190},
    year = {2012},
    month = May,
    keywords = {Classification multi-vue ; Co-clustering ; Co-similarit{\'{e}} ; Parall{\'{e}}lisation},
    pdf = {https://hal.archives-ouvertes.fr/hal-00741470/file/CAP_2012_20.pdf},
    hal_id = {hal-00741470}
    }
  • [PDF] G. Tsatsaronis, M. Schroeder, G. Paliouras, Y. Almirantis, I. Androutsopoulos, É. Gaussier, P. Gallinari, T. Artières, M. R. Alvers, M. Zschunke, and A. N. Ngomo, “Bioasq: A challenge on large-scale biomedical semantic indexing and question answering,” in Information retrieval and knowledge discovery in biomedical text, papers from the 2012 AAAI fall symposium, arlington, virginia, usa, november 2-4, 2012, 2012.
    [Bibtex]
    @inproceedings{DBLP:conf/aaaifs/TsatsaronisSPAAGGAAZN12,
    author = {George Tsatsaronis and
    Michael Schroeder and
    Georgios Paliouras and
    Yannis Almirantis and
    Ion Androutsopoulos and
    {\'{E}}ric Gaussier and
    Patrick Gallinari and
    Thierry Arti{\`{e}}res and
    Michael R. Alvers and
    Matthias Zschunke and
    Axel-Cyrille Ngonga Ngomo},
    title = {BioASQ: {A} Challenge on Large-Scale Biomedical Semantic Indexing
    and Question Answering},
    booktitle = {Information Retrieval and Knowledge Discovery in Biomedical Text,
    Papers from the 2012 {AAAI} Fall Symposium, Arlington, Virginia, USA,
    November 2-4, 2012},
    year = {2012},
    crossref = {DBLP:conf/aaaifs/2012-5},
    url = {http://www.aaai.org/ocs/index.php/FSS/FSS12/paper/view/5600},
    timestamp = {Wed, 11 Oct 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/aaaifs/TsatsaronisSPAAGGAAZN12}
    }
  • [PDF] G. Bisson and C. Grimal, “Calcul de co-similarités sur des collections de matrices,” in SFC 2012 – Conférence de la Société Francophone de Classification, Marseille, France, 2012, p. 4p..
    [Bibtex]
    @inproceedings{bisson:hal-00741478,
    title = {{Calcul de co-similarit{\'{e}}s sur des collections de matrices}},
    author = {Bisson, Gilles and Grimal, Cl{\'{e}}ment},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00741478},
    booktitle = {{SFC 2012 - Conf{\'{e}}rence de la Soci{\'{e}}t{\'{e}} Francophone de Classification}},
    address = {Marseille, France},
    pages = {4p.},
    year = {2012},
    month = Oct,
    hal_id = {hal-00741478}
    }
  • [PDF] [PDF] [DOI] A. Douzal-Chouakria and C. Amblard, “Classification trees for time series,” Pattern recognition, vol. 45, iss. 3, p. 1076–1091, 2012.
    [Bibtex]
    @article{DBLP:journals/pr/ChouakriaA12,
    author = {Ahlame Douzal-Chouakria and
    C{\'{e}}cile Amblard},
    title = {Classification trees for time series},
    journal = {Pattern Recognition},
    volume = {45},
    number = {3},
    pages = {1076--1091},
    year = {2012},
    url = {https://doi.org/10.1016/j.patcog.2011.08.018},
    doi = {10.1016/j.patcog.2011.08.018},
    timestamp = {Thu, 18 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/pr/ChouakriaA12},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00739066},
    publisher = {{Elsevier}},
    month = Mar,
    keywords = {Time series proximity measures ; Supervised classification ; Classification trees ; Learning metric},
    hal_id = {hal-00739066}
    }
  • [PDF] G. Bisson, “Co-clustering dans un contexte multivues,” in 5èmes Journées thématiques Apprentissage Artificiel & Fouille de Données, France, 2012.
    [Bibtex]
    @inproceedings{bisson:hal-00952835,
    title = {{Co-clustering dans un contexte multivues}},
    author = {Bisson, Gilles},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00952835},
    booktitle = {{5{\`{e}}mes Journ{\'{e}}es th{\'{e}}matiques Apprentissage Artificiel \& Fouille de Donn{\'{e}}es}},
    address = {France},
    year = {2012},
    hal_id = {hal-00952835}
    }
  • [PDF] [PDF] [DOI] G. Bisson and C. Grimal, “Co-clustering of multi-view datasets: A parallelizable approach,” in 12th IEEE international conference on data mining, ICDM 2012, brussels, belgium, december 10-13, 2012, Bruxelles, Belgium, 2012, p. 828–833.
    [Bibtex]
    @inproceedings{DBLP:conf/icdm/BissonG12,
    author = {Gilles Bisson and
    Cl{\'{e}}ment Grimal},
    title = {Co-clustering of Multi-view Datasets: {A} Parallelizable Approach},
    booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
    Brussels, Belgium, December 10-13, 2012},
    pages = {828--833},
    year = {2012},
    crossref = {DBLP:conf/icdm/2012},
    url = {https://doi.org/10.1109/ICDM.2012.93},
    doi = {10.1109/ICDM.2012.93},
    timestamp = {Mon, 07 Jan 2019 17:17:42 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/icdm/BissonG12},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00750751},
    note = {Short session: Clustering 3 (DM806)},
    address = {Bruxelles, Belgium},
    month = Dec,
    keywords = {Multiview ; Similarity Learning ; Co-clustering},
    hal_id = {hal-00750751}
    }
  • [PDF] [PDF] C. Metzig, G. Bisson, C. Amblard, and M. B. Gordon, “Comment définir un noyau semi-défini positif sur les graphes?,” in Conférence Francophone sur l’Apprentissage Automatique – CAp 2012, Nancy, France, 2012, pp. 223-237.
    [Bibtex]
    @inproceedings{metzig:hal-00741459,
    title = {{Comment d{\'{e}}finir un noyau semi-d{\'{e}}fini positif sur les graphes?}},
    author = {Metzig, Cornelia and Bisson, Gilles and Amblard, C{\'{e}}cile and Gordon, Mirta B.},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00741459},
    booktitle = {{Conf{\'{e}}rence Francophone sur l'Apprentissage Automatique - CAp 2012}},
    address = {Nancy, France},
    editor = {Laurent Bougrai},
    pages = {223-237},
    year = {2012},
    month = May,
    pdf = {https://hal.archives-ouvertes.fr/hal-00741459/file/Metzig-Bisson-Amblard-Gordon-CAp2012.pdf},
    hal_id = {hal-00741459}
    }
  • [PDF] A. Douzal-Chouakria, Contribution à l’analyse de données temporelles. (temporal data analysis), , 2012.
    [Bibtex]
    @book{DBLP:books/hal/DouzalChouakria12,
    author = {Ahlame Douzal-Chouakria},
    title = {Contribution {\`{a}} l'analyse de donn{\'{e}}es temporelles. (Temporal
    Data Analysis)},
    year = {2012},
    url = {https://tel.archives-ouvertes.fr/tel-00908426},
    timestamp = {Sat, 30 Sep 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/books/hal/DouzalChouakria12}
    }
  • [PDF] [DOI] R. J. Iglesias, V. Semeshenko, E. M. Schneider, and M. B. Gordon, “Crime and punishment: Does it pay to punish?,” Physica A: Statistical Mechanics and its Applications, vol. 391, iss. 15, pp. 3942-3950, 2012.
    [Bibtex]
    @article{iglesias:hal-00739106,
    title = {{Crime and punishment: Does it pay to punish?}},
    author = {Iglesias, J. Roberto and Semeshenko, Viktoriya and Schneider, Eder M. and Gordon, Mirta B.},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00739106},
    journal = {{Physica A: Statistical Mechanics and its Applications}},
    publisher = {{Elsevier}},
    volume = {391},
    number = {15},
    pages = {3942-3950},
    year = {2012},
    month = Aug,
    doi = {10.1016/j.physa.2012.03.001},
    keywords = {Social systems ; Sociophysics ; Crime and punishment ; Becker's theory ; Inequality},
    hal_id = {hal-00739106}
    }
  • [PDF] [PDF] [DOI] A. Azim and O. Aycard, “Detection, classification and tracking of moving objects in a 3d environment,” in 2012 IEEE intelligent vehicles symposium, IV 2012, alcal de henares, madrid, spain, june 3-7, 2012, Alcalá de Henares, Spain, 2012, p. 802–807.
    [Bibtex]
    @inproceedings{DBLP:conf/ivs/AzimA12,
    author = {Asma Azim and
    Olivier Aycard},
    title = {Detection, classification and tracking of moving objects in a 3D environment},
    booktitle = {2012 {IEEE} Intelligent Vehicles Symposium, {IV} 2012, Alcal de Henares,
    Madrid, Spain, June 3-7, 2012},
    pages = {802--807},
    year = {2012},
    crossref = {DBLP:conf/ivs/2012},
    url = {https://doi.org/10.1109/IVS.2012.6232303},
    doi = {10.1109/IVS.2012.6232303},
    timestamp = {Fri, 26 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ivs/AzimA12},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00741139},
    note = {Poster},
    address = {Alcal{\'{a}} de Henares, Spain},
    publisher = {{IEEE Conference Publications}},
    month = Jun,
    keywords = {Vehicle Environment Perception ; Automated Vehicles ; Image ; Radar ; Lidar Signal Processing},
    hal_id = {hal-00741139}
    }
  • [PDF] [PDF] [DOI] C. Brouard, “Document classification by computing an echo in a very simple neural network,” in IEEE 24th international conference on tools with artificial intelligence, ICTAI 2012, athens, greece, november 7-9, 2012, Athènes, Greece, 2012, p. 735–741.
    [Bibtex]
    @inproceedings{DBLP:conf/ictai/Brouard12,
    author = {Christophe Brouard},
    title = {Document Classification by Computing an Echo in a Very Simple Neural
    Network},
    booktitle = {{IEEE} 24th International Conference on Tools with Artificial Intelligence,
    {ICTAI} 2012, Athens, Greece, November 7-9, 2012},
    pages = {735--741},
    year = {2012},
    crossref = {DBLP:conf/ictai/2012},
    url = {https://doi.org/10.1109/ICTAI.2012.104},
    doi = {10.1109/ICTAI.2012.104},
    timestamp = {Fri, 26 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ictai/Brouard12},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00750745},
    note = {Session: Machine Learning and Data Mining III},
    address = {Ath{\`{e}}nes, Greece},
    month = Nov,
    hal_id = {hal-00750745}
    }
  • [PDF] [DOI] M. Kovesi, C. Goutte, and M. Amini, “Fast on-line learning for multilingual categorization,” in The 35th international ACM SIGIR conference on research and development in information retrieval, SIGIR ’12, portland, or, usa, august 12-16, 2012, 2012, p. 1071–1072.
    [Bibtex]
    @inproceedings{DBLP:conf/sigir/KovesiGA12,
    author = {Michelle Kovesi and
    Cyril Goutte and
    Massih-Reza Amini},
    title = {Fast on-line learning for multilingual categorization},
    booktitle = {The 35th International {ACM} {SIGIR} conference on research and development
    in Information Retrieval, {SIGIR} '12, Portland, OR, USA, August 12-16,
    2012},
    pages = {1071--1072},
    year = {2012},
    crossref = {DBLP:conf/sigir/2012},
    url = {https://doi.org/10.1145/2348283.2348474},
    doi = {10.1145/2348283.2348474},
    timestamp = {Wed, 14 Nov 2018 10:58:10 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/sigir/KovesiGA12}
    }
  • [PDF] [PDF] [DOI] R. O. C. García, J. Burlet, T. Vu, and O. Aycard, “Frontal object perception using radar and mono-vision,” in 2012 IEEE intelligent vehicles symposium, IV 2012, alcal de henares, madrid, spain, june 3-7, 2012, Alcalá de Henares, Spain, 2012, p. 159–164.
    [Bibtex]
    @inproceedings{DBLP:conf/ivs/GarciaBVA12,
    author = {Ricardo Omar Ch{\'{a}}vez Garc{\'{\i}}a and
    Julien Burlet and
    Trung-Dung Vu and
    Olivier Aycard},
    title = {Frontal object perception using radar and mono-vision},
    booktitle = {2012 {IEEE} Intelligent Vehicles Symposium, {IV} 2012, Alcal de Henares,
    Madrid, Spain, June 3-7, 2012},
    pages = {159--164},
    year = {2012},
    crossref = {DBLP:conf/ivs/2012},
    url = {https://doi.org/10.1109/IVS.2012.6232307},
    doi = {10.1109/IVS.2012.6232307},
    timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ivs/GarciaBVA12},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00741151},
    note = {Poster},
    address = {Alcal{\'{a}} de Henares, Spain},
    publisher = {{IEEE Conference Publications}},
    month = Jun,
    keywords = {Information fusion ; Image ; Radar ; Lidar Signal Processing ; Integrated Safety Systems},
    hal_id = {hal-00741151}
    }
  • [PDF] C. Metzig, G. Bisson, C. Amblard, and M. B. Gordon, “Graph Kernels – a Synthesis Note on Positive Definiteness,” in Actes de la conférence d’apprentissage CAp, France, 2012, pp. 223-237.
    [Bibtex]
    @inproceedings{metzig:hal-00952837,
    title = {{Graph Kernels -- a Synthesis Note on Positive Definiteness}},
    author = {Metzig, Cornelia and Bisson, Gilles and Amblard, C{\'{e}}cile and Gordon, Mirta B.},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00952837},
    booktitle = {{Actes de la conf{\'{e}}rence d'apprentissage CAp}},
    address = {France},
    pages = {223-237},
    year = {2012},
    hal_id = {hal-00952837}
    }
  • [PDF] [PDF] [DOI] Q. Baig and O. Aycard, “Improving moving objects tracking using road model for laser data,” in 2012 IEEE intelligent vehicles symposium, IV 2012, alcal de henares, madrid, spain, june 3-7, 2012, Alcalá de Henares, Spain, 2012, p. 790–795.
    [Bibtex]
    @inproceedings{DBLP:conf/ivs/BaigA12,
    author = {Qadeer Baig and
    Olivier Aycard},
    title = {Improving moving objects tracking using road model for laser data},
    booktitle = {2012 {IEEE} Intelligent Vehicles Symposium, {IV} 2012, Alcal de Henares,
    Madrid, Spain, June 3-7, 2012},
    pages = {790--795},
    year = {2012},
    crossref = {DBLP:conf/ivs/2012},
    url = {https://doi.org/10.1109/IVS.2012.6232300},
    doi = {10.1109/IVS.2012.6232300},
    timestamp = {Fri, 26 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ivs/BaigA12},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00741150},
    note = {Poster},
    address = {Alcal{\'{a}} de Henares, Spain},
    publisher = {{IEEE Conference Publications}},
    month = Jun,
    keywords = {DATMO ; Laser Scanner ; Occupancy Grid ; Perception ; Road Border Detection ; SLAM},
    hal_id = {hal-00741150}
    }
  • [PDF] [PDF] [PDF] [DOI] G. Bisson and R. Blanch, “Improving visualization of large hierarchical clustering,” in 16th international conference on information visualisation, IV 2012, montpellier, france, july 11-13, 2012, Montpellier, France, 2012, p. 220–228.
    [Bibtex]
    @inproceedings{DBLP:conf/iv/BissonB12,
    author = {Gilles Bisson and
    Renaud Blanch},
    title = {Improving Visualization of Large Hierarchical Clustering},
    booktitle = {16th International Conference on Information Visualisation, {IV} 2012,
    Montpellier, France, July 11-13, 2012},
    pages = {220--228},
    year = {2012},
    crossref = {DBLP:conf/iv/2012},
    url = {https://doi.org/10.1109/IV.2012.45},
    doi = {10.1109/IV.2012.45},
    timestamp = {Tue, 29 Aug 2017 13:18:44 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/iv/BissonB12},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00740734},
    address = {Montpellier, France},
    publisher = {{IEEE Conference Publications}},
    month = Jul,
    keywords = {Chemoinformatics ; Data Mining ; Hierarchical Clustering ; Large Hierarchies ; Stacked Trees},
    pdf = {https://hal.archives-ouvertes.fr/hal-00740734/file/Bisson-Blanch-IV2012.pdf},
    hal_id = {hal-00740734}
    }
  • [PDF] M. Amini, D. Buffoni, P. Gallinari, T. -, and N. Usunier, “Learnable ranking models for automatic text summarization and information retrieval,” in Textual information access: statistical models, , 2012, p. 33–58.
    [Bibtex]
    @incollection{DBLP:books/wi/p/AminiBGTU12,
    author = {Massih-Reza Amini and
    David Buffoni and
    Patrick Gallinari and
    Tuong{-}Vinh Truong and
    Nicolas Usunier},
    title = {Learnable Ranking Models for Automatic Text Summarization and Information
    Retrieval},
    booktitle = {Textual Information Access: Statistical Models},
    pages = {33--58},
    year = {2012},
    crossref = {DBLP:books/wi/GY2012},
    timestamp = {Mon, 22 Feb 2016 17:45:21 +0100},
    dblp_url = {https://dblp.org/rec/html/books/wi/p/AminiBGTU12}
    }
  • [PDF] [PDF] S. Aseervatham, É. Gaussier, A. Antoniadis, M. Burlet, and Y. Denneulin, “Logistic regression and text classification,” in Textual information access: statistical models, F. Y. Eric Gaussier, Ed., {John Wiley & Sons}, 2012, p. 61–84.
    [Bibtex]
    @incollection{DBLP:books/wi/p/AseervathamGABD12,
    author = {Sujeevan Aseervatham and
    {\'{E}}ric Gaussier and
    Anestis Antoniadis and
    Michel Burlet and
    Yves Denneulin},
    title = {Logistic Regression and Text Classification},
    booktitle = {Textual Information Access: Statistical Models},
    pages = {61--84},
    year = {2012},
    crossref = {DBLP:books/wi/GY2012},
    timestamp = {Mon, 22 Feb 2016 17:45:21 +0100},
    dblp_url = {https://dblp.org/rec/html/books/wi/p/AseervathamGABD12},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00741242},
    hal_local_reference = {OSP},
    editor = {Eric Gaussier, François Yvo},
    publisher = {{John Wiley \& Sons}},
    series = {ISTE},
    month = Apr,
    hal_id = {hal-00741242}
    }
  • [PDF] É. Gaussier, “Modèles centrés utilisateurs pour la diffusion d’information dans les réseaux sociaux,” in MARAMI 2012 – Conférence sur les Modèles et l’Analyse des Réseaux : Approches Mathématiques et Informatiques, Villetaneuse, France, 2012.
    [Bibtex]
    @inproceedings{gaussier:hal-00741718,
    title = {{Mod{\`{e}}les centr{\'{e}}s utilisateurs pour la diffusion d'information dans les r{\'{e}}seaux sociaux}},
    author = {Gaussier, {\'{E}}ric},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00741718},
    booktitle = {{MARAMI 2012 - Conf{\'{e}}rence sur les Mod{\`{e}}les et l'Analyse des R{\'{e}}seaux : Approches Math{\'{e}}matiques et Informatiques}},
    address = {Villetaneuse, France},
    year = {2012},
    month = Oct,
    hal_id = {hal-00741718}
    }
  • [PDF] [PDF] [PDF] [DOI] B. Li and É. Gaussier, “Modèles d’information pour la recherche multilingue,” in CORIA (conférence en recherche d’infomations et applications) – CORIA 2012, 9th french information retrieval conference, bordeaux, france, march 21-23, 2012. proceedings, Bordeaux, France, 2012, p. 9–24.
    [Bibtex]
    @inproceedings{DBLP:conf/coria/LiG12,
    author = {Bo Li and
    {\'{E}}ric Gaussier},
    title = {Mod{\`{e}}les d'information pour la recherche multilingue},
    booktitle = {{CORIA} (Conf{\'{e}}rence en Recherche d'Infomations et Applications)
    - {CORIA} 2012, 9th French Information Retrieval Conference, Bordeaux,
    France, March 21-23, 2012. Proceedings},
    pages = {9--24},
    year = {2012},
    crossref = {DBLP:conf/coria/2012},
    url = {https://doi.org/10.24348/coria.2012.9},
    doi = {10.24348/coria.2012.9},
    timestamp = {Mon, 08 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/coria/LiG12},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00741697},
    note = {Session Multilingue, traitement automatique des langues},
    address = {Bordeaux, France},
    editor = {Michel Beigbeder and V{\'{e}}ronique Eglin and Nicolas Ragot and Mathias G{\'{e}}ry},
    month = Mar,
    keywords = {Cross-language information retrieval ; information models},
    pdf = {https://hal.archives-ouvertes.fr/hal-00741697/file/Li-coria2012.pdf},
    hal_id = {hal-00741697}
    }
  • [PDF] [DOI] C. Lagnier, É. Gaussier, and F. Kawala, “Modéliser l’utilisateur pour la diffusion de l’information dans les réseaux sociaux,” Ingénierie des systèmes d’information, vol. 17, iss. 6, p. 115–136, 2012.
    [Bibtex]
    @article{DBLP:journals/isi/LagnierGK12,
    author = {C{\'{e}}dric Lagnier and
    {\'{E}}ric Gaussier and
    François Kawala},
    title = {Mod{\'{e}}liser l'utilisateur pour la diffusion de l'information dans
    les r{\'{e}}seaux sociaux},
    journal = {Ing{\'{e}}nierie des Syst{\`{e}}mes d'Information},
    volume = {17},
    number = {6},
    pages = {115--136},
    year = {2012},
    url = {https://doi.org/10.3166/isi.17.6.115-136},
    doi = {10.3166/isi.17.6.115-136},
    timestamp = {Sun, 28 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/isi/LagnierGK12}
    }
  • [PDF] [PDF] C. Lagnier, É. Gaussier, and F. Kawala, “Modéliser l’utilisateur pour la diffusion de l’information dans les réseaux sociaux,” Revue des Sciences et Technologies de l’Information – Série ISI : Ingénierie des Systèmes d’Information, vol. 17, iss. 3, pp. 1-22, 2012.
    [Bibtex]
    @article{lagnier:hal-00741416,
    title = {{Mod{\'{e}}liser l'utilisateur pour la diffusion de l'information dans les r{\'{e}}seaux sociaux}},
    author = {Lagnier, C{\'{e}}dric and Gaussier, {\'{E}}ric and Kawala, François},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00741416},
    note = {Num{\'{e}}ro sp{\'{e}}cial sur ''Syst{\`{e}}mes d'information : impact des r{\'{e}}seaux sociaux''},
    journal = {{Revue des Sciences et Technologies de l'Information - S{\'{e}}rie ISI : Ing{\'{e}}nierie des Syst{\`{e}}mes d'Information}},
    publisher = {{Lavoisier}},
    volume = {17},
    number = {3},
    pages = {1-22},
    year = {2012},
    keywords = {Social Networks ; Information Diffusion ; Machine Learning},
    pdf = {https://hal.archives-ouvertes.fr/hal-00741416/file/Lagnier-ISI2012.pdf},
    hal_id = {hal-00741416}
    }
  • [PDF] [PDF] [PDF] F. Badeig, C. Garbay, V. Valls, and J. Caelen, “Normative approach for socio-physical computing – an application to distributed tangible interaction,” in ICAART 2012 – proceedings of the 4th international conference on agents and artificial intelligence, volume 2 – agents, vilamoura, algarve, portugal, 6-8 february, 2012, Vilamoura, Algarve, Portugal, 2012, p. 309–312.
    [Bibtex]
    @inproceedings{DBLP:conf/icaart/BadeigGVC12,
    author = {Fabien Badeig and
    Catherine Garbay and
    Valentin Valls and
    Jean Caelen},
    title = {Normative Approach for Socio-physical Computing - An Application to
    Distributed Tangible Interaction},
    booktitle = {{ICAART} 2012 - Proceedings of the 4th International Conference on
    Agents and Artificial Intelligence, Volume 2 - Agents, Vilamoura,
    Algarve, Portugal, 6-8 February, 2012},
    pages = {309--312},
    year = {2012},
    crossref = {DBLP:conf/icaart/2012-2},
    timestamp = {Thu, 03 May 2012 18:02:12 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/icaart/BadeigGVC12},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00740457},
    note = {Poster},
    address = {Vilamoura, Algarve, Portugal},
    editor = {Joaquim Filipe and Ana L. N. Fred},
    publisher = {{SciTePress}},
    volume = {2},
    month = Feb,
    keywords = {Ambient Intelligence ; Tangible Distributed Interfaces ; Activity Theory ; Norms ; Multi-agent system},
    pdf = {https://hal.archives-ouvertes.fr/hal-00740457/file/Badeig-Garbay-Valls-ICAART2012.pdf},
    hal_id = {hal-00740457}
    }
  • [PDF] [PDF] [PDF] [DOI] C. Garbay, F. Badeig, and J. Caelen, “Normative multi-agent approach to support collaborative work in distributed tangible environments,” in CSCW ’12 computer supported cooperative work, seattle, wa, usa, february 11-15, 2012 – companion volume, Seattle, Washington, United States, 2012, p. 83–86.
    [Bibtex]
    @inproceedings{DBLP:conf/cscw/GarbayBC12,
    author = {Catherine Garbay and
    Fabien Badeig and
    Jean Caelen},
    title = {Normative multi-agent approach to support collaborative work in distributed
    tangible environments},
    booktitle = {{CSCW} '12 Computer Supported Cooperative Work, Seattle, WA, USA,
    February 11-15, 2012 - Companion Volume},
    pages = {83--86},
    year = {2012},
    crossref = {DBLP:conf/cscw/2012},
    url = {https://doi.org/10.1145/2141512.2141548},
    doi = {10.1145/2141512.2141548},
    timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/cscw/GarbayBC12},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00739129},
    address = {Seattle, Washington, United States},
    publisher = {{ACM}},
    month = Feb,
    keywords = {virtual or physical ; Collaboration architectures ; Computer-mediated communi- cation ; Community analysis and support ; virtual or physical.},
    pdf = {https://hal.archives-ouvertes.fr/hal-00739129/file/Garbay-Badeig-Caelen-CSCW2012.pdf},
    hal_id = {hal-00739129}
    }
  • [PDF] [PDF] [PDF] [DOI] R. Babbar, I. Partalas, É. Gaussier, and C. Amblard, “On empirical tradeoffs in large scale hierarchical classification,” in 21st ACM international conference on information and knowledge management, cikm’12, maui, hi, usa, october 29 – november 02, 2012, Sheraton, Maui HI, United States, 2012, p. 2299–2302.
    [Bibtex]
    @inproceedings{DBLP:conf/cikm/BabbarPGA12,
    author = {Rohit Babbar and
    Ioannis Partalas and
    {\'{E}}ric Gaussier and
    C{\'{e}}cile Amblard},
    title = {On empirical tradeoffs in large scale hierarchical classification},
    booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
    CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
    pages = {2299--2302},
    year = {2012},
    crossref = {DBLP:conf/cikm/2012},
    url = {https://doi.org/10.1145/2396761.2398625},
    doi = {10.1145/2396761.2398625},
    timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/cikm/BabbarPGA12},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00750897},
    note = {Poster paper 0344},
    address = {Sheraton, Maui HI, United States},
    month = Oct,
    keywords = {Hierarchical classification ; Empirical Tradeoffs},
    pdf = {https://hal.archives-ouvertes.fr/hal-00750897/file/Babbar-Partalas-Gaussier-Amblard-2012CIKM.pdf},
    hal_id = {hal-00750897}
    }
  • [PDF] [PDF] [DOI] B. Piwowarski, M. Amini, and M. Lalmas, “On using a quantum physics formalism for multidocument summarization,” JASIST, vol. 63, iss. 5, p. 865–888, 2012.
    [Bibtex]
    @article{DBLP:journals/jasis/PiwowarskiAL12,
    author = {Benjamin Piwowarski and
    Massih-Reza Amini and
    Mounia Lalmas},
    title = {On using a quantum physics formalism for multidocument summarization},
    journal = {{JASIST}},
    volume = {63},
    number = {5},
    pages = {865--888},
    year = {2012},
    url = {https://doi.org/10.1002/asi.21713},
    doi = {10.1002/asi.21713},
    timestamp = {Sun, 28 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/jasis/PiwowarskiAL12},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01172685},
    publisher = {{Association for Information Science and Technology (ASIS\&T)}},
    month = May,
    hal_id = {hal-01172685}
    }
  • [PDF] [PDF] S. Clinchant and É. Gaussier, “Probabilistic models for information retrieval,” in Textual information access: statistical models, F. Y. Eric Gaussier, Ed., {John Wiley & Sons}, 2012, p. 3–32.
    [Bibtex]
    @incollection{DBLP:books/wi/p/ClinchantG12,
    author = {St{\'{e}}phane Clinchant and
    {\'{E}}ric Gaussier},
    title = {Probabilistic Models for Information Retrieval},
    booktitle = {Textual Information Access: Statistical Models},
    pages = {3--32},
    year = {2012},
    crossref = {DBLP:books/wi/GY2012},
    timestamp = {Mon, 22 Feb 2016 17:45:21 +0100},
    dblp_url = {https://dblp.org/rec/html/books/wi/p/ClinchantG12},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00741230},
    editor = {Eric Gaussier, François Yvo},
    publisher = {{John Wiley \& Sons}},
    series = {ISTE},
    month = Apr,
    hal_id = {hal-00741230}
    }
  • [PDF] J. Fontecave-Jallon, P. Calabrese, B. Vettier, C. Garbay, and P. Baconnier, “Sequential physiological analysis of daily-life recordings,” Fundamental and Clinical Pharmacology, vol. 26, pp. 123-137, 2012.
    [Bibtex]
    @article{fontecavejallon:hal-00947953,
    title = {{Sequential physiological analysis of daily-life recordings}},
    author = {Fontecave-Jallon, Julie and Calabrese, Pascale and Vettier, Beno{\^{i}}t and Garbay, Catherine and Baconnier, Pierre},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00947953},
    journal = {{Fundamental and Clinical Pharmacology}},
    publisher = {{Wiley}},
    volume = {26},
    pages = {123-137},
    year = {2012},
    keywords = {physiological state ; daily life ; monitoring},
    hal_id = {hal-00947953}
    }
  • [PDF] [PDF] [DOI] G. Bisson and R. Blanch, “Stacked trees: a new hybrid visualization method,” in International working conference on advanced visual interfaces, AVI 2012, capri island, naples, italy, may 22-25, 2012, proceedings, Naples, Italy, 2012, p. 709–712.
    [Bibtex]
    @inproceedings{DBLP:conf/avi/BissonB12,
    author = {Gilles Bisson and
    Renaud Blanch},
    title = {Stacked trees: a new hybrid visualization method},
    booktitle = {International Working Conference on Advanced Visual Interfaces, {AVI}
    2012, Capri Island, Naples, Italy, May 22-25, 2012, Proceedings},
    pages = {709--712},
    year = {2012},
    crossref = {DBLP:conf/avi/2012},
    url = {https://doi.org/10.1145/2254556.2254690},
    doi = {10.1145/2254556.2254690},
    timestamp = {Tue, 06 Nov 2018 16:58:13 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/avi/BissonB12},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00750402},
    note = {Poster},
    address = {Naples, Italy},
    editor = {Genny Tortora and Stefano Levialdi and Maurizio Tucci},
    publisher = {{ACM}},
    month = May,
    keywords = {Hierarchical Clustering ; Stacked Trees ; Large Dendrograms},
    hal_id = {hal-00750402}
    }
  • [PDF] [PDF] [PDF] [DOI] C. Garbay, F. Badeig, and J. Caelen, “Supporting collaborative work in socio-physical environments: A normative approach,” in From research to practice in the design of cooperative systems: results and open challenges, proceedings of the 10th international conference on the design of cooperative systems, COOP 2012, marseille, france, may 30 – 1 june, 2012., Marseille, France, 2012, p. 213–228.
    [Bibtex]
    @inproceedings{DBLP:conf/coop/GarbayBC12,
    author = {Catherine Garbay and
    Fabien Badeig and
    Jean Caelen},
    title = {Supporting Collaborative Work in Socio-Physical Environments: {A}
    Normative Approach},
    booktitle = {From Research to Practice in the Design of Cooperative Systems: Results
    and Open Challenges, Proceedings of the 10th International Conference
    on the Design of Cooperative Systems, {COOP} 2012, Marseille, France,
    May 30 - 1 June, 2012.},
    pages = {213--228},
    year = {2012},
    crossref = {DBLP:conf/coop/2012},
    url = {https://doi.org/10.1007/978-1-4471-4093-1\_15},
    doi = {10.1007/978-1-4471-4093-1\_15},
    timestamp = {Tue, 05 Sep 2017 17:10:29 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/coop/GarbayBC12},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00740640},
    address = {Marseille, France},
    editor = {Julie Dugdale and C{\'{e}}dric Masclet and Maria Antonietta Grasso and Jean-François Boujut and Parina Hassanaly},
    publisher = {{Springer London}},
    month = May,
    keywords = {Collaboration architectures ; Tangible Distributed Interfaces ; Activity Theory ; Normative Multi-Agent Systems},
    pdf = {https://hal.archives-ouvertes.fr/hal-00740640/file/Garbay-Badeig-Caelen-COOP2012.pdf},
    hal_id = {hal-00740640}
    }
  • [PDF] S. Clinchant and E. Gaussier, “Textual information access: statistical models,” in Textual Information Access: Statistical Models, Gaussier, Eric, Yvon, and François, Eds., {ISTE}, 2012, p. 27–64.
    [Bibtex]
    @incollection{clinchant:hal-00952995,
    title = {{Textual information access: statistical models}},
    author = {Clinchant, St{\'{e}}phane and Gaussier, Eric},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00952995},
    booktitle = {{Textual Information Access: Statistical Models}},
    editor = {Gaussier and Eric and Yvon and François},
    publisher = {{ISTE}},
    pages = {27--64},
    year = {2012},
    hal_id = {hal-00952995}
    }
  • [PDF] É. Gaussier and F. Yvon, Textual Information Access: Statistical Models, {John Wiley & Sons}, 2012.
    [Bibtex]
    @book{gaussier:hal-00741271,
    title = {{Textual Information Access: Statistical Models}},
    author = {Gaussier, {\'{E}}ric and Yvon, François},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00741271},
    publisher = {{John Wiley \& Sons}},
    pages = {448},
    year = {2012},
    month = Apr,
    hal_id = {hal-00741271}
    }
  • [PDF] F. Meyer, F. Fessant, F. Clérot, and É. Gaussier, “Toward a new protocol to evaluate recommender systems,” in Proceedings of the workshop on recommendation utility evaluation: beyond rmse, RUE 2012, dublin, ireland, september 9, 2012, 2012, p. 9–14.
    [Bibtex]
    @inproceedings{DBLP:conf/recsys/MeyerFCG12,
    author = {Frank Meyer and
    Françoise Fessant and
    Fabrice Cl{\'{e}}rot and
    {\'{E}}ric Gaussier},
    title = {Toward a New Protocol to Evaluate Recommender Systems},
    booktitle = {Proceedings of the Workshop on Recommendation Utility Evaluation:
    Beyond RMSE, {RUE} 2012, Dublin, Ireland, September 9, 2012},
    pages = {9--14},
    year = {2012},
    crossref = {DBLP:conf/recsys/2012rue},
    url = {http://ceur-ws.org/Vol-910/paper2.pdf},
    timestamp = {Mon, 30 May 2016 16:43:12 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/recsys/MeyerFCG12}
    }
  • [PDF] F. Meyer, F. Fessant, F. Clérot, and É. Gaussier, “Toward a new protocol to evaluate recommender systems,” Corr, vol. abs/1209.1983, 2012.
    [Bibtex]
    @article{DBLP:journals/corr/abs-1209-1983,
    author = {Frank Meyer and
    Françoise Fessant and
    Fabrice Cl{\'{e}}rot and
    {\'{E}}ric Gaussier},
    title = {Toward a New Protocol to Evaluate Recommender Systems},
    journal = {CoRR},
    volume = {abs/1209.1983},
    year = {2012},
    url = {http://arxiv.org/abs/1209.1983},
    archiveprefix = {arXiv},
    eprint = {1209.1983},
    timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/corr/abs-1209-1983}
    }
  • [PDF] [DOI] S. Clinchant and É. Gaussier, “Une analyse théorique des modèles de rétro-pertinence,” Document numérique, vol. 15, iss. 1, p. 125–146, 2012.
    [Bibtex]
    @article{DBLP:journals/dn/ClinchantG12,
    author = {St{\'{e}}phane Clinchant and
    {\'{E}}ric Gaussier},
    title = {Une analyse th{\'{e}}orique des mod{\`{e}}les de r{\'{e}}tro-pertinence},
    journal = {Document Num{\'{e}}rique},
    volume = {15},
    number = {1},
    pages = {125--146},
    year = {2012},
    url = {https://doi.org/10.3166/dn.15.1.125-146},
    doi = {10.3166/dn.15.1.125-146},
    timestamp = {Sat, 27 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/dn/ClinchantG12}
    }
  • [PDF] G. Bisson and C. Grimal, “Une architecture parallélisable pour la co-classification de vues multiples,” in MARAMI 2012 – Conférence sur les Modèles et l’Analyse des Réseaux : Approches Mathématiques et Informatiques, Villetaneuse, France, 2012, p. 9p..
    [Bibtex]
    @inproceedings{bisson:hal-00741475,
    title = {{Une architecture parall{\'{e}}lisable pour la co-classification de vues multiples}},
    author = {Bisson, Gilles and Grimal, Cl{\'{e}}ment},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00741475},
    booktitle = {{MARAMI 2012 - Conf{\'{e}}rence sur les Mod{\`{e}}les et l'Analyse des R{\'{e}}seaux : Approches Math{\'{e}}matiques et Informatiques}},
    address = {Villetaneuse, France},
    pages = {9p.},
    year = {2012},
    month = Oct,
    hal_id = {hal-00741475}
    }
  • [PDF] [PDF] [PDF] [DOI] T. Pham, P. Mulhem, L. Maisonnasse, É. Gaussier, and J. -, “Visual graph modeling for scene recognition and mobile robot localization,” Multimedia tools appl., vol. 60, iss. 2, p. 419–441, 2012.
    [Bibtex]
    @article{DBLP:journals/mta/PhamMMGL12,
    author = {Trong-Ton Pham and
    Philippe Mulhem and
    Lo{\"{\i}}c Maisonnasse and
    {\'{E}}ric Gaussier and
    Joo{-}Hwee Lim},
    title = {Visual graph modeling for scene recognition and mobile robot localization},
    journal = {Multimedia Tools Appl.},
    volume = {60},
    number = {2},
    pages = {419--441},
    year = {2012},
    url = {https://doi.org/10.1007/s11042-010-0598-8},
    doi = {10.1007/s11042-010-0598-8},
    timestamp = {Sun, 28 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/mta/PhamMMGL12},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00742059},
    note = {From the issue entitled ''Content-based Multimedia Indexing''},
    publisher = {{Springer Verlag}},
    month = Sep,
    keywords = {Scene Recognition ; Robot localization ; Language model ; Graph theory ; Information retrieval},
    pdf = {https://hal.archives-ouvertes.fr/hal-00742059/file/Pham-al_MulltimediaTools_Appl.2012.pdf},
    hal_id = {hal-00742059}
    }

2011

  • [PDF] [PDF] [DOI] M. Yguel and O. Aycard, “3d mapping of outdoor environment using clustering techniques,” in IEEE 23rd international conference on tools with artificial intelligence, ICTAI 2011, boca raton, fl, usa, november 7-9, 2011, Boca Raton, Florida, United States, 2011, p. 403–408.
    [Bibtex]
    @inproceedings{DBLP:conf/ictai/YguelA11,
    author = {Manuel Yguel and
    Olivier Aycard},
    title = {3D Mapping of Outdoor Environment Using Clustering Techniques},
    booktitle = {{IEEE} 23rd International Conference on Tools with Artificial Intelligence,
    {ICTAI} 2011, Boca Raton, FL, USA, November 7-9, 2011},
    pages = {403--408},
    year = {2011},
    crossref = {DBLP:conf/ictai/2011},
    url = {https://doi.org/10.1109/ICTAI.2011.66},
    doi = {10.1109/ICTAI.2011.66},
    timestamp = {Fri, 26 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ictai/YguelA11},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00742597},
    address = {Boca Raton, Florida, United States},
    publisher = {{IEEE Computer Society}},
    month = Nov,
    keywords = {Data Modeling ; Learning ; Perception ; Sensor Data Processing},
    hal_id = {hal-00742597}
    }
  • [PDF] [PDF] [PDF] [DOI] S. Clinchant and É. Gaussier, “A document frequency constraint for pseudo-relevance feedback models,” in Conférence en recherche d’infomations et applications – CORIA 2011, 8th french information retrieval conference, avignon, france, march 16-18, 2011. proceedings, Avignon, France, 2011, p. 73–88.
    [Bibtex]
    @inproceedings{DBLP:conf/coria/ClinchantG11,
    author = {St{\'{e}}phane Clinchant and
    {\'{E}}ric Gaussier},
    title = {A Document Frequency Constraint for Pseudo-Relevance Feedback Models},
    booktitle = {COnf{\'{e}}rence en Recherche d'Infomations et Applications - {CORIA}
    2011, 8th French Information Retrieval Conference, Avignon, France,
    March 16-18, 2011. Proceedings},
    pages = {73--88},
    year = {2011},
    crossref = {DBLP:conf/coria/2011},
    url = {https://doi.org/10.24348/coria.2011.73},
    doi = {10.24348/coria.2011.73},
    timestamp = {Mon, 08 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/coria/ClinchantG11},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00744097},
    note = {Session Retour de pertinence et Enrichissement de requ{\^{e}}tes},
    address = {Avignon, France},
    month = Mar,
    keywords = {IR theoretical models ; pseudo-relevance feedback},
    pdf = {https://hal.archives-ouvertes.fr/hal-00744097/file/Clinchant-Gaussier_CORIA11_web.pdf},
    hal_id = {hal-00744097}
    }
  • [PDF] [PDF] [PDF] [DOI] O. Aycard, T. Vu, Q. Baig, and T. Fraichard, “A generic architecture for dynamic outdoor environment,” in IEEE 23rd international conference on tools with artificial intelligence, ICTAI 2011, boca raton, fl, usa, november 7-9, 2011, Boca Raton, Florida, United States, 2011, p. 585–590.
    [Bibtex]
    @inproceedings{DBLP:conf/ictai/AycardVBF11,
    author = {Olivier Aycard and
    Trung-Dung Vu and
    Qadeer Baig and
    Thierry Fraichard},
    title = {A Generic Architecture for Dynamic Outdoor Environment},
    booktitle = {{IEEE} 23rd International Conference on Tools with Artificial Intelligence,
    {ICTAI} 2011, Boca Raton, FL, USA, November 7-9, 2011},
    pages = {585--590},
    year = {2011},
    crossref = {DBLP:conf/ictai/2011},
    url = {https://doi.org/10.1109/ICTAI.2011.93},
    doi = {10.1109/ICTAI.2011.93},
    timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ictai/AycardVBF11},
    hal_url = {https://hal.inria.fr/inria-00625492},
    address = {Boca Raton, Florida, United States},
    month = Nov,
    keywords = {Sensor Data Processing ; Sensor Data Modeling ; Reasoning ; Perception},
    pdf = {https://hal.inria.fr/inria-00625492/file/11-ictai-baig-etal.pdf},
    hal_id = {inria-00625492}
    }
  • [PDF] [PDF] C. Grimal and G. Bisson, “Amélioration de la co-similarité pour la classification de documents,” in CAp 2011 – Conférence Francophone d’Apprentissage, Chambéry, France, 2011, pp. 199-215.
    [Bibtex]
    @inproceedings{grimal:hal-00743259,
    title = {{Am{\'{e}}lioration de la co-similarit{\'{e}} pour la classification de documents}},
    author = {Grimal, Cl{\'{e}}ment and Bisson, Gilles},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00743259},
    note = {Publication sur Publibook {\`{a}} paraitre},
    booktitle = {{CAp 2011 - Conf{\'{e}}rence Francophone d'Apprentissage}},
    address = {Chamb{\'{e}}ry, France},
    publisher = {{Publibook}},
    series = {PUAG (Presses Universitaires des Antilles et de la Guyane)},
    pages = {199-215},
    year = {2011},
    month = May,
    keywords = {co-clustering ; similarity measure ; text mining},
    pdf = {https://hal.archives-ouvertes.fr/hal-00743259/file/Grimal-Bisson-CAp2011.pdf},
    hal_id = {hal-00743259}
    }
  • [PDF] [PDF] F. Meyer, É. Gaussier, F. Clérot, and J. Schluth, “Apport des données thématiques dans les systèmes de recommandation : hybridation et démarrage à froid,” in Extraction et gestion des connaissances (egc’2011), actes, 25 au 29 janvier 2011, brest, france, Brest, France, 2011, p. 215–220.
    [Bibtex]
    @inproceedings{DBLP:conf/f-egc/MeyerGCS11,
    author = {Frank Meyer and
    {\'{E}}ric Gaussier and
    Fabrice Cl{\'{e}}rot and
    Julien Schluth},
    title = {Apport des donn{\'{e}}es th{\'{e}}matiques dans les syst{\`{e}}mes
    de recommandation : hybridation et d{\'{e}}marrage {\`{a}} froid},
    booktitle = {Extraction et gestion des connaissances (EGC'2011), Actes, 25 au 29
    janvier 2011, Brest, France},
    pages = {215--220},
    year = {2011},
    crossref = {DBLP:conf/f-egc/2011},
    url = {http://editions-rnti.fr/?inprocid=1000947},
    timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/f-egc/MeyerGCS11},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00744261},
    note = {Article court - Session 2.2.2 : Syst{\`{e}}me de recommandation},
    address = {Brest, France},
    editor = {Djamel A. Zighed, Gilles Venturini},
    publisher = {{Hermann}},
    series = {Revue des Nouvelles Technologies de l'Information (RNTI - EGC 2011)},
    volume = {RNTI-E-20},
    month = Jan,
    hal_id = {hal-00744261}
    }
  • [PDF] [PDF] C. Frambourg, A. Douzal-Chouakria, É. Gaussier, and J. Demongeot, “Apprentissage de couplages pour la discrimination de séries temporelles,” in CAp 2011 – Conférence Francophone d’Apprentissage, Chambéry, France, 2011, pp. 151-166.
    [Bibtex]
    @inproceedings{frambourg:hal-00744205,
    title = {{Apprentissage de couplages pour la discrimination de s{\'{e}}ries temporelles}},
    author = {Frambourg, C{\'{e}}dric and Douzal-Chouakria, Ahlame and Gaussier, {\'{E}}ric and Demongeot, Jacques},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00744205},
    note = {Session 6 - Apprentissage de similarit{\'{e}}s},
    booktitle = {{CAp 2011 - Conf{\'{e}}rence Francophone d'Apprentissage}},
    address = {Chamb{\'{e}}ry, France},
    pages = {151-166},
    year = {2011},
    month = May,
    pdf = {https://hal.archives-ouvertes.fr/hal-00744205/file/Frambourg-Douzal-GaussierCap.pdf},
    hal_id = {hal-00744205}
    }
  • [PDF] [PDF] [PDF] [DOI] S. Aseervatham, A. Antoniadis, É. Gaussier, M. Burlet, and Y. Denneulin, “A sparse version of the ridge logistic regression for large-scale text categorization,” Pattern recognition letters, vol. 32, iss. 2, p. 101–106, 2011.
    [Bibtex]
    @article{DBLP:journals/prl/AseervathamAGBD11,
    author = {Sujeevan Aseervatham and
    Anestis Antoniadis and
    {\'{E}}ric Gaussier and
    Michel Burlet and
    Yves Denneulin},
    title = {A sparse version of the ridge logistic regression for large-scale
    text categorization},
    journal = {Pattern Recognition Letters},
    volume = {32},
    number = {2},
    pages = {101--106},
    year = {2011},
    url = {https://doi.org/10.1016/j.patrec.2010.09.023},
    doi = {10.1016/j.patrec.2010.09.023},
    timestamp = {Sun, 28 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/prl/AseervathamAGBD11},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00633629},
    hal_local_reference = {OSP},
    publisher = {{Elsevier}},
    month = Jan,
    keywords = {Large scale categorization ; Text categorization ; Logistic regression ; Model selection},
    pdf = {https://hal.archives-ouvertes.fr/hal-00633629/file/Aseervatham-PatternRecognitionLetter2011.pdf},
    hal_id = {hal-00633629}
    }
  • [PDF] [PDF] [PDF] B. Li, É. Gaussier, and A. N. Aizawa, “Clustering comparable corpora for bilingual lexicon extraction,” in The 49th annual meeting of the association for computational linguistics: human language technologies, proceedings of the conference, 19-24 june, 2011, portland, oregon, USA – short papers, Portland, Oregon, United States, 2011, p. 473–478.
    [Bibtex]
    @inproceedings{DBLP:conf/acl/LiGA11,
    author = {Bo Li and
    {\'{E}}ric Gaussier and
    Akiko N. Aizawa},
    title = {Clustering Comparable Corpora For Bilingual Lexicon Extraction},
    booktitle = {The 49th Annual Meeting of the Association for Computational Linguistics:
    Human Language Technologies, Proceedings of the Conference, 19-24
    June, 2011, Portland, Oregon, {USA} - Short Papers},
    pages = {473--478},
    year = {2011},
    crossref = {DBLP:conf/acl/2011s},
    url = {http://www.aclweb.org/anthology/P11-2083},
    timestamp = {Sun, 01 Jul 2012 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/acl/LiGA11},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00742264},
    note = {Poster Session (short paper)},
    address = {Portland, Oregon, United States},
    publisher = {{Association for Computational Linguistics}},
    month = Jun,
    pdf = {https://hal.archives-ouvertes.fr/hal-00742264/file/Li-Gaussier-Azawa-ACL_11_web.pdf},
    hal_id = {hal-00742264}
    }
  • [PDF] [PDF] S. Wieczorek, S. ACI, G. Bisson, M. B. Gordon, L. Lafanechere, E. Maréchal, and S. Roy, “Clustering Libraries of Compounds into Families: Asymmetry-Based Similarity Measure to Categorize Small Molecules,” in Bioinformatics – Computational Biology and Modeling, N. S. Yang, Ed., {InTech}, 2011, pp. 229-244.
    [Bibtex]
    @incollection{wieczorek:hal-00636849,
    title = {{Clustering Libraries of Compounds into Families: Asymmetry-Based Similarity Measure to Categorize Small Molecules}},
    author = {Wieczorek, Samuel and ACI, Samia and Bisson, Gilles and Gordon, Mirta B. and Lafanechere, Laurence and Mar{\'{e}}chal, Eric and Roy, Sylvaine},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00636849},
    booktitle = {{Bioinformatics - Computational Biology and Modeling}},
    editor = {N.S. Yang},
    publisher = {{InTech}},
    pages = {229-244},
    year = {2011},
    keywords = {high throughput screening ; small molecule discovery ; bioinformatics},
    pdf = {https://hal.archives-ouvertes.fr/hal-00636849/file/Wieckzorek-Aci-Bisson-etal-ML_ScreeningData.pdf},
    hal_id = {hal-00636849}
    }
  • [PDF] [PDF] L. Bo, É. Gaussier, E. Morin, and A. Hazem, “Degré de comparabilité, extraction lexicale bilingue et recherche d’information interlingue,” in TALN 2011 – Conférence sur le Traitement Automatique des Langues Naturelles, Montpellier, France, 2011, pp. 211-222.
    [Bibtex]
    @inproceedings{bo:hal-00608471,
    title = {{Degr{\'{e}} de comparabilit{\'{e}}, extraction lexicale bilingue et recherche d'information interlingue}},
    author = {Bo, Li and Gaussier, {\'{E}}ric and Morin, Emmanuel and Hazem, Amir},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00608471},
    booktitle = {{TALN 2011 - Conf{\'{e}}rence sur le Traitement Automatique des Langues Naturelles}},
    address = {Montpellier, France},
    editor = {Mathieu Lafourcade, Violaine Prince},
    publisher = {{LIRMM Montpellier}},
    volume = {1},
    pages = {211-222},
    year = {2011},
    month = Jun,
    keywords = {Corpus comparables ; comparabilit{\'{e}} ; lexiques bilingues ; recherche d'information interlingue},
    pdf = {https://hal.archives-ouvertes.fr/hal-00608471/file/Li_taln11_submission_50.pdf},
    hal_id = {hal-00608471}
    }
  • [PDF] [PDF] [PDF] [DOI] S. Clinchant and É. Gaussier, “Do IR models satisfy the TDC retrieval constraint,” in Proceeding of the 34th international ACM SIGIR conference on research and development in information retrieval, SIGIR 2011, beijing, china, july 25-29, 2011, Beijing, China, 2011, p. 1155–1156.
    [Bibtex]
    @inproceedings{DBLP:conf/sigir/ClinchantG11,
    author = {St{\'{e}}phane Clinchant and
    {\'{E}}ric Gaussier},
    title = {Do {IR} models satisfy the {TDC} retrieval constraint},
    booktitle = {Proceeding of the 34th International {ACM} {SIGIR} Conference on Research
    and Development in Information Retrieval, {SIGIR} 2011, Beijing, China,
    July 25-29, 2011},
    pages = {1155--1156},
    year = {2011},
    crossref = {DBLP:conf/sigir/2011},
    url = {https://doi.org/10.1145/2009916.2010096},
    doi = {10.1145/2009916.2010096},
    timestamp = {Tue, 06 Nov 2018 11:07:25 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/sigir/ClinchantG11},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00742614},
    note = {Poster},
    address = {Beijing, China},
    publisher = {{ACM}},
    month = Jul,
    keywords = {axiomatic constraint ; TDC constraint},
    pdf = {https://hal.archives-ouvertes.fr/hal-00742614/file/Clinchant-sigir2011.pdf},
    hal_id = {hal-00742614}
    }
  • [PDF] [PDF] C. Brouard, “Echo at the LSHTC Pascal Challenge 2,” in Joint ECML/PKDD PASCAL Workshop on Large-Scale Hierarchical Classification (LSHC2), Athens, Greece, 2011, pp. 49-57.
    [Bibtex]
    @inproceedings{brouard:hal-00742646,
    title = {{Echo at the LSHTC Pascal Challenge 2}},
    author = {Brouard, Christophe},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00742646},
    booktitle = {{Joint ECML/PKDD PASCAL Workshop on Large-Scale Hierarchical Classification (LSHC2)}},
    address = {Athens, Greece},
    publisher = {{George Paliouras, Eric Gaussier, Aris Kosmopoulos, Ion Androutsopoulos, Thierry Arti{\`{e}}res, Patrick Gallinari}},
    pages = {49-57},
    year = {2011},
    month = Sep,
    keywords = {classification ; neural network ; spreading activation method},
    pdf = {https://hal.archives-ouvertes.fr/hal-00742646/file/Brouard-ECML2011_Pistou.pdf},
    hal_id = {hal-00742646}
    }
  • [PDF] [PDF] [PDF] [DOI] Q. Baig, O. Aycard, T. Vu, and T. Fraichard, “Fusion between laser and stereo vision data for moving objects tracking in intersection like scenario,” in IEEE intelligent vehicles symposium (iv), 2011, baden-baden, germany, june 5-9, 2011, Baden-Baden, Germany, 2011, p. 362–367.
    [Bibtex]
    @inproceedings{DBLP:conf/ivs/BaigAVF11,
    author = {Qadeer Baig and
    Olivier Aycard and
    Trung-Dung Vu and
    Thierry Fraichard},
    title = {Fusion between laser and stereo vision data for moving objects tracking
    in intersection like scenario},
    booktitle = {{IEEE} Intelligent Vehicles Symposium (IV), 2011, Baden-Baden, Germany,
    June 5-9, 2011},
    pages = {362--367},
    year = {2011},
    crossref = {DBLP:conf/ivs/2011},
    url = {https://doi.org/10.1109/IVS.2011.5940576},
    doi = {10.1109/IVS.2011.5940576},
    timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ivs/BaigAVF11},
    hal_url = {https://hal.inria.fr/inria-00625511},
    address = {Baden-Baden, Germany},
    month = Jun,
    pdf = {https://hal.inria.fr/inria-00625511/file/11-iv-baig-etal.pdf},
    hal_id = {inria-00625511}
    }
  • [PDF] [PDF] [PDF] [DOI] T. Vu, J. Burlet, and O. Aycard, “Grid-based localization and local mapping with moving object detection and tracking,” Information fusion, vol. 12, iss. 1, p. 58–69, 2011.
    [Bibtex]
    @article{DBLP:journals/inffus/VuBA11,
    author = {Trung-Dung Vu and
    Julien Burlet and
    Olivier Aycard},
    title = {Grid-based localization and local mapping with moving object detection
    and tracking},
    journal = {Information Fusion},
    volume = {12},
    number = {1},
    pages = {58--69},
    year = {2011},
    url = {https://doi.org/10.1016/j.inffus.2010.01.004},
    doi = {10.1016/j.inffus.2010.01.004},
    timestamp = {Sun, 28 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/inffus/VuBA11},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01023076},
    month = Jan,
    pdf = {https://hal.archives-ouvertes.fr/hal-01023076/file/InformationFusion07_final.pdf},
    hal_id = {hal-01023076}
    }
  • [PDF] C. Garbay and D. Kayser, Informatique et sciences cognitives : Influences ou confluence ?, {OPHRYS / MSH}, 2011.
    [Bibtex]
    @book{garbay:hal-00713699,
    title = {{Informatique et sciences cognitives : Influences ou confluence ?}},
    author = {Garbay, Catherine and Kayser, Daniel},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00713699},
    note = {Collection Cogniprisme},
    publisher = {{OPHRYS / MSH}},
    pages = {190},
    year = {2011},
    month = Jun,
    hal_id = {hal-00713699}
    }
  • [PDF] [DOI] O. Aycard, Q. Baig, S. Bota, F. Nashashibi, S. Nedevschi, C. D. Pantilie, M. Parent, P. Resende, and T. Vu, “Intersection safety using lidar and stereo vision sensors,” in IEEE intelligent vehicles symposium (iv), 2011, baden-baden, germany, june 5-9, 2011, 2011, p. 863–869.
    [Bibtex]
    @inproceedings{DBLP:conf/ivs/AycardBBNNPPRV11,
    author = {Olivier Aycard and
    Qadeer Baig and
    Silviu Bota and
    Fawzi Nashashibi and
    Sergiu Nedevschi and
    Cosmin D. Pantilie and
    Michel Parent and
    Paulo Resende and
    Trung-Dung Vu},
    title = {Intersection safety using lidar and stereo vision sensors},
    booktitle = {{IEEE} Intelligent Vehicles Symposium (IV), 2011, Baden-Baden, Germany,
    June 5-9, 2011},
    pages = {863--869},
    year = {2011},
    crossref = {DBLP:conf/ivs/2011},
    url = {https://doi.org/10.1109/IVS.2011.5940518},
    doi = {10.1109/IVS.2011.5940518},
    timestamp = {Fri, 26 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ivs/AycardBBNNPPRV11}
    }
  • [PDF] C. Garbay and D. Kayser, “Introduction,” in Informatique et sciences cognitives : Influences ou confluence ?, D. K. Catherine Garbay, Ed., {Editions de la MSH}, 2011, p. pp.11-19.
    [Bibtex]
    @incollection{garbay:hal-00710858,
    title = {{Introduction}},
    author = {Garbay, Catherine and Kayser, Daniel},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00710858},
    booktitle = {{Informatique et sciences cognitives : Influences ou confluence ?}},
    editor = {Catherine Garbay, Daniel Kayse},
    publisher = {{Editions de la MSH}},
    pages = {pp.11-19},
    year = {2011},
    month = Jun,
    hal_id = {hal-00710858},
    series = {Cogniprisme}
    }
  • [PDF] [PDF] [PDF] [DOI] S. Clinchant and É. Gaussier, “Is document frequency important for prf?,” in Advances in information retrieval theory – third international conference, ICTIR 2011, bertinoro, italy, september 12-14, 2011. proceedings, Bertinoro, Italy, 2011, p. 89–100.
    [Bibtex]
    @inproceedings{DBLP:conf/ictir/ClinchantG11,
    author = {St{\'{e}}phane Clinchant and
    {\'{E}}ric Gaussier},
    title = {Is Document Frequency Important for PRF?},
    booktitle = {Advances in Information Retrieval Theory - Third International Conference,
    {ICTIR} 2011, Bertinoro, Italy, September 12-14, 2011. Proceedings},
    pages = {89--100},
    year = {2011},
    crossref = {DBLP:conf/ictir/2011},
    url = {https://doi.org/10.1007/978-3-642-23318-0\_10},
    doi = {10.1007/978-3-642-23318-0\_10},
    timestamp = {Thu, 25 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/conf/ictir/ClinchantG11},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00742242},
    note = {ISBN: 978-3-642-23317-3},
    address = {Bertinoro, Italy},
    editor = {Giambattista Amati and Fabio Crestani},
    publisher = {{Springer-Verlag}},
    month = Sep,
    pdf = {https://hal.archives-ouvertes.fr/hal-00742242/file/Clinchant-ictir2011.pdf},
    hal_id = {hal-00742242}
    }
  • [PDF] [PDF] [DOI] A. Krithara, M. Amini, C. Goutte, and J. -, “Learning aspect models with partially labeled data,” Pattern recognition letters, vol. 32, iss. 2, p. 297–304, 2011.
    [Bibtex]
    @article{DBLP:journals/prl/KritharaAGR11,
    author = {Anastasia Krithara and
    Massih-Reza Amini and
    Cyril Goutte and
    Jean{-}Michel Renders},
    title = {Learning aspect models with partially labeled data},
    journal = {Pattern Recognition Letters},
    volume = {32},
    number = {2},
    pages = {297--304},
    year = {2011},
    url = {https://doi.org/10.1016/j.patrec.2010.09.004},
    doi = {10.1016/j.patrec.2010.09.004},
    timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/prl/KritharaAGR11},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01172498},
    publisher = {{Elsevier}},
    month = Jan,
    hal_id = {hal-01172498}
    }
  • [PDF] A. Douzal-Chouakria, C. Frambourg, É. Gaussier, and J. Demongeot, “Learning time series dissimilarities,” in GfKl 2011 – Joint Conference of the German Classification Society, Frankfurt, Germany, 2011, p. 54.
    [Bibtex]
    @inproceedings{douzalchouakria:hal-00744475,
    title = {{Learning time series dissimilarities}},
    author = {Douzal-Chouakria, Ahlame and Frambourg, C{\'{e}}dric and Gaussier, {\'{E}}ric and Demongeot, Jacques},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00744475},
    note = {Invited Session 7: Dissimilarities and dissimilarity based methods (with support of the Pascal Network)},
    booktitle = {{GfKl 2011 - Joint Conference of the German Classification Society}},
    address = {Frankfurt, Germany},
    pages = {54},
    year = {2011},
    month = Aug,
    keywords = {Time series alignments ; distance learning ; discriminant analysis ; variance-covariance},
    hal_id = {hal-00744475}
    }
  • [PDF] G. Bisson, “Machine learning and screening data,” in Chemogenomics and Chemical Genetics: A User’s Introduction for Biologists, Chemists and Informaticians, E. M. S. R. L. Lafanechère, Ed., {Springer}, 2011, pp. 197-210.
    [Bibtex]
    @incollection{bisson:hal-00742915,
    title = {{Machine learning and screening data}},
    author = {Bisson, Gilles},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00742915},
    note = {(Chapter 15) Original French edition published by EDP Sciences, 2007, Jointly published with Grenoble Sciences},
    booktitle = {{Chemogenomics and Chemical Genetics: A User's Introduction for Biologists, Chemists and Informaticians}},
    editor = {Eric Mar{\'{e}}chal; Sylvaine Roy; Laurence Lafanech{\`{e}}re},
    publisher = {{Springer}},
    pages = {197-210},
    year = {2011},
    keywords = {Pharmacological screening ; Molecular modelling ; High-content screening ; QSAR ; biodiversity ; Diversity-oriented synthesis ; Chemogenomics ; Bioactivity ; Chemical genetics},
    hal_id = {hal-00742915}
    }
  • [PDF] [PDF] B. Vettier, L. Amate, C. Garbay, J. Fontecave-Jallon, and P. Baconnier, “Managing Multiple Hypotheses with Agents to Handle Incomplete and Uncertain Data,” in URMASSN’11 – First workshop on Uncertainty Reasoning and Multi-Agent Systems for Sensor Networks, Belfast, Northern Ireland, United Kingdom, 2011, p. 12p..
    [Bibtex]
    @inproceedings{vettier:hal-00742112,
    title = {{Managing Multiple Hypotheses with Agents to Handle Incomplete and Uncertain Data}},
    author = {Vettier, Beno{\^{i}}t and Amate, Laure and Garbay, Catherine and Fontecave-Jallon, Julie and Baconnier, Pierre},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00742112},
    note = {First presenter},
    booktitle = {{URMASSN'11 - First workshop on Uncertainty Reasoning and Multi-Agent Systems for Sensor Networks}},
    address = {Belfast, Northern Ireland, United Kingdom},
    pages = {12p.},
    year = {2011},
    month = Jun,
    pdf = {https://hal.archives-ouvertes.fr/hal-00742112/file/Vettier-Amate-Garbay-Fontecave-Baconnier-URMASSN2011.pdf},
    hal_id = {hal-00742112}
    }
  • [PDF] [PDF] [PDF] [DOI] V. Robinet, B. Lemaire, and M. B. Gordon, “Mdlchunker: A mdl-based cognitive model of inductive learning,” Cognitive science, vol. 35, iss. 7, p. 1352–1389, 2011.
    [Bibtex]
    @article{DBLP:journals/cogsci/RobinetLG11,
    author = {Vivien Robinet and
    Beno{\^{\i}}t Lemaire and
    Mirta B. Gordon},
    title = {MDLChunker: {A} MDL-Based Cognitive Model of Inductive Learning},
    journal = {Cognitive Science},
    volume = {35},
    number = {7},
    pages = {1352--1389},
    year = {2011},
    url = {https://doi.org/10.1111/j.1551-6709.2011.01188.x},
    doi = {10.1111/j.1551-6709.2011.01188.x},
    timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/journals/cogsci/RobinetLG11},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00624819},
    publisher = {{Wiley}},
    month = Sep,
    keywords = {Computational cognitive modeling ; Minimum Description Length ; Chunking ; Information theory ; Machine learning ; Speech segmentation ; Data compression ; Simplicity},
    pdf = {https://hal.archives-ouvertes.fr/hal-00624819/file/submissionCS_23_avec_figures_.pdf},
    hal_id = {hal-00624819}
    }
  • [PDF] [DOI] S. Clinchant and É. Gaussier, “Modèles de RI fondés sur l’information,” Document numérique, vol. 14, iss. 2, p. 103–123, 2011.
    [Bibtex]
    @article{DBLP:journals/dn/ClinchantG11,
    author = {St{\'{e}}phane Clinchant and
    {\'{E}}ric Gaussier},
    title = {Mod{\`{e}}les de {RI} fond{\'{e}}s sur l'information},
    journal = {Document Num{\'{e}}rique},
    volume = {14},
    number = {2},
    pages = {103--123},
    year = {2011},
    url = {https://doi.org/10.3166/dn.14.2.103-123},
    doi = {10.3166/dn.14.2.103-123},
    timestamp = {Sat, 27 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/dn/ClinchantG11}
    }
  • [PDF] S. Clinchant and E. Gaussier, “Modèles statistiques pour l’accès à l’information textuelle,” in Modèles statistiques pour l’accès à l’information textuelle, Gaussier, Eric, Yvon, and François, Eds., {Hermès}, 2011, p. 27–64.
    [Bibtex]
    @incollection{clinchant:hal-00952996,
    title = {{Mod{\`{e}}les statistiques pour l'acc{\`{e}}s {\`{a}} l'information textuelle}},
    author = {Clinchant, St{\'{e}}phane and Gaussier, Eric},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00952996},
    booktitle = {{Mod{\`{e}}les statistiques pour l'acc{\`{e}}s {\`{a}} l'information textuelle}},
    editor = {Gaussier and Eric and Yvon and François},
    publisher = {{Herm{\`{e}}s}},
    pages = {27--64},
    year = {2011},
    hal_id = {hal-00952996}
    }
  • [PDF] É. Gaussier and F. Yvon, Modèles statistiques pour l’accès à l’information textuelle, {HERMÈS / LAVOISIER}, 2011.
    [Bibtex]
    @book{gaussier:hal-00742830,
    title = {{Mod{\`{e}}les statistiques pour l'acc{\`{e}}s {\`{a}} l'information textuelle}},
    author = {Gaussier, {\'{E}}ric and Yvon, François},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00742830},
    note = {Collection : Recherche d'information et web},
    publisher = {{HERM{\`{E}}S / LAVOISIER}},
    pages = {482},
    year = {2011},
    month = May,
    hal_id = {hal-00742830}
    }
  • [PDF] [PDF] C. Lagnier, É. Gaussier, and F. Kawala, “Modéliser l’utilisateur pour la diffusion de l’information dans les réseaux sociaux,” in MARAMI 2011 – Seconde conférence sur les Modèles et l’Analyse des Réseaux : Approches Mathématiques et Informatique, Grenoble, France, 2011, p. 12p..
    [Bibtex]
    @inproceedings{lagnier:hal-00744224,
    title = {{Mod{\'{e}}liser l'utilisateur pour la diffusion de l'information dans les r{\'{e}}seaux sociaux}},
    author = {Lagnier, C{\'{e}}dric and Gaussier, {\'{E}}ric and Kawala, François},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00744224},
    booktitle = {{MARAMI 2011 - Seconde conf{\'{e}}rence sur les Mod{\`{e}}les et l'Analyse des R{\'{e}}seaux : Approches Math{\'{e}}matiques et Informatique}},
    address = {Grenoble, France},
    pages = {12p.},
    year = {2011},
    month = Oct,
    keywords = {Social Networks ; Information Diffusion ; Machine Learning},
    pdf = {https://hal.archives-ouvertes.fr/hal-00744224/file/Lagnier-Gaussier-Kawala_MARAMI11_Pistou.pdf},
    hal_id = {hal-00744224}
    }
  • [PDF] [PDF] [DOI] É. Gaussier, “Models of information diffusion in social networks,” in Proceedings of the 2011 symposium on information and communication technology, soict 2011, hanoi, viet nam, october 13-14, 2011, Hanoi, Vietnam, 2011, p. 2.
    [Bibtex]
    @inproceedings{DBLP:conf/soict/Gaussier11,
    author = {{\'{E}}ric Gaussier},
    title = {Models of information diffusion in social networks},
    booktitle = {Proceedings of the 2011 Symposium on Information and Communication
    Technology, SoICT 2011, Hanoi, Viet Nam, October 13-14, 2011},
    pages = {2},
    year = {2011},
    crossref = {DBLP:conf/soict/2011},
    url = {https://doi.org/10.1145/2069216.2069218},
    doi = {10.1145/2069216.2069218},
    timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/soict/Gaussier11},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00744328},
    note = {ISBN 978-1-4503-0880-9},
    address = {Hanoi, Vietnam},
    editor = {Thang Huynh Quyet, Dinh Khang Tra},
    publisher = {{ACM}},
    month = Oct,
    hal_id = {hal-00744328}
    }
  • [PDF] [PDF] [DOI] N. Usunier, M. Amini, and C. Goutte, “Multiview semi-supervised learning for ranking multilingual documents,” in Machine learning and knowledge discovery in databases – european conference, ECML PKDD 2011, athens, greece, september 5-9, 2011, proceedings, part III, Athens, Greece, 2011, p. 443–458.
    [Bibtex]
    @inproceedings{DBLP:conf/pkdd/UsunierAG11,
    author = {Nicolas Usunier and
    Massih-Reza Amini and
    Cyril Goutte},
    title = {Multiview Semi-supervised Learning for Ranking Multilingual Documents},
    booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
    {ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
    Part {III}},
    pages = {443--458},
    year = {2011},
    crossref = {DBLP:conf/pkdd/2011-3},
    url = {https://doi.org/10.1007/978-3-642-23808-6\_29},
    doi = {10.1007/978-3-642-23808-6\_29},
    timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/pkdd/UsunierAG11},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01286156},
    address = {Athens, Greece},
    publisher = {{Springer}},
    series = {Lecture Notes in Computer Science},
    volume = {6913},
    month = Sep,
    hal_id = {hal-01286156}
    }
  • [PDF] [PDF] [PDF] [DOI] A. Douzal-Chouakria, L. Billard, and E. Diday, “Principal component analysis for interval-valued observations,” Statistical analysis and data mining, vol. 4, iss. 2, p. 229–246, 2011.
    [Bibtex]
    @article{DBLP:journals/sadm/ChouakriaBD11,
    author = {Ahlame Douzal-Chouakria and
    Lynne Billard and
    Edwin Diday},
    title = {Principal component analysis for interval-valued observations},
    journal = {Statistical Analysis and Data Mining},
    volume = {4},
    number = {2},
    pages = {229--246},
    year = {2011},
    url = {https://doi.org/10.1002/sam.10118},
    doi = {10.1002/sam.10118},
    timestamp = {Sat, 20 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/sadm/ChouakriaBD11},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00659996},
    month = Apr,
    keywords = {ertices principal components ; vertex contributions ; correlations ; inertia},
    pdf = {https://hal.archives-ouvertes.fr/hal-00659996/file/Douzal-Billard-Diday-SADM.pdf},
    hal_id = {hal-00659996}
    }
  • [PDF] [PDF] [DOI] L. Amate, F. Forbes, J. Fontecave-Jallon, B. Vettier, and C. Garbay, “Probabilistic model definition for physiological state monitoring,” in SSP 2011 – Statistical Signal Processing Workshop, Nice, France, 2011, pp. 457-460.
    [Bibtex]
    @inproceedings{amate:hal-00742161,
    title = {{Probabilistic model definition for physiological state monitoring}},
    author = {Amate, Laure and Forbes, Florence and Fontecave-Jallon, Julie and Vettier, Beno{\^{i}}t and Garbay, Catherine},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00742161},
    booktitle = {{SSP 2011 - Statistical Signal Processing Workshop}},
    address = {Nice, France},
    pages = {457-460},
    year = {2011},
    month = Jun,
    doi = {10.1109/SSP.2011.5967730},
    pdf = {https://hal.archives-ouvertes.fr/hal-00742161/file/Amate-Forbes-Fontecave-Vettier-Garbay-SSP2011.pdf},
    hal_id = {hal-00742161}
    }
  • [PDF] S. Aseervatham, É. Gaussier, A. Antoniadis, M. Burlet, and Y. Denneulin, “Régression logistique et catégorisation de textes,” in Modèles statistiques pour l’accès à l’information textuelle, F. Y. Eric Gaussier, Ed., {HERMÈS / LAVOISIER}, 2011, pp. 97-122.
    [Bibtex]
    @incollection{aseervatham:hal-00742991,
    title = {{R{\'{e}}gression logistique et cat{\'{e}}gorisation de textes}},
    author = {Aseervatham, Sujeevan and Gaussier, {\'{E}}ric and Antoniadis, Anestis and Burlet, Michel and Denneulin, Yves},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00742991},
    note = {Chapitre 3},
    booktitle = {{Mod{\`{e}}les statistiques pour l'acc{\`{e}}s {\`{a}} l'information textuelle}},
    hal_local_reference = {OSP},
    editor = {Eric Gaussier, François Yvo},
    publisher = {{HERM{\`{E}}S / LAVOISIER}},
    series = {Recherche d'information et web},
    pages = {97-122},
    year = {2011},
    month = May,
    hal_id = {hal-00742991}
    }
  • [PDF] [PDF] [PDF] [DOI] S. Clinchant and É. Gaussier, “Retrieval constraints and word frequency distributions a log-logistic model for IR,” Inf. retr., vol. 14, iss. 1, p. 5–25, 2011.
    [Bibtex]
    @article{DBLP:journals/ir/ClinchantG11,
    author = {St{\'{e}}phane Clinchant and
    {\'{E}}ric Gaussier},
    title = {Retrieval constraints and word frequency distributions a log-logistic
    model for {IR}},
    journal = {Inf. Retr.},
    volume = {14},
    number = {1},
    pages = {5--25},
    year = {2011},
    url = {https://doi.org/10.1007/s10791-010-9143-7},
    doi = {10.1007/s10791-010-9143-7},
    timestamp = {Sat, 27 May 2017 01:00:00 +0200},
    dblp_url = {https://dblp.org/rec/html/journals/ir/ClinchantG11},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00742020},
    note = {From the issue entitled ''Special Issue on the Second International Conference on the Theory of Information Retrieval (ICTIR2009)''},
    publisher = {{Springer}},
    keywords = {Retrieval constraints ; Burstiness ; Information retrieval theory ; Log-logistic distribution},
    pdf = {https://hal.archives-ouvertes.fr/hal-00742020/file/Clinchant-InformationRetrievalJournal2011.pdf},
    hal_id = {hal-00742020}
    }
  • [PDF] C. Grimal and G. Bisson, “Similarity learning with a collection of matrices and tensors,” in GfKl 2011 – Joint Conference of the German Classification Society, Frankfurt, Germany, 2011, p. 82.
    [Bibtex]
    @inproceedings{grimal:hal-00742207,
    title = {{Similarity learning with a collection of matrices and tensors}},
    author = {Grimal, Cl{\'{e}}ment and Bisson, Gilles},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00742207},
    note = {Contributed 28: Social Networks and Clustering},
    booktitle = {{GfKl 2011 - Joint Conference of the German Classification Society}},
    address = {Frankfurt, Germany},
    pages = {82},
    year = {2011},
    month = Aug,
    keywords = {multi-dimensional data ; similarity learning ; social networks},
    hal_id = {hal-00742207}
    }
  • [PDF] [PDF] N. Balacheff, B. Buccio, P. Chapuis, J. Coutin, J. Coutaz, J. L. Crowley, Y. Denneulin, L. Du Bousquet, A. Duda, R. Echahed, M. Fauvet, C. Garbay, E. Gaussier, I. Guillet, C. Laugier, Y. Ledru, A. Legrand, N. Mandran, H. Martin, J. Méhaut, T. Morturier, B. Plateau, E. Pons, J. Prévost, F. Prost, V. Quint, P. Reignier, F. Rousseau, M. Rousset, E. Rutten, and M. Vacher, “The First Four Years (2007-2010) and Beyond – Volume 1: Research Program and Activity Report,” 2011.
    [Bibtex]
    @techreport{balacheff:hal-00773168,
    title = {{The First Four Years (2007-2010) and Beyond - Volume 1: Research Program and Activity Report}},
    author = {Balacheff, Nicolas and Buccio, B{\'{e}}atrice and Chapuis, Patrick and Coutin, Jacky and Coutaz, Jo{\"{e}}lle and Crowley, James L. and Denneulin, Yves and Du Bousquet, Lydie and Duda, Andrzej and Echahed, Rachid and Fauvet, Marie-Christine and Garbay, Catherine and Gaussier, Eric and Guillet, Isabelle and Laugier, Christian and Ledru, Yves and Legrand, Arnaud and Mandran, Nadine and Martin, Herv{\'{e}} and M{\'{e}}haut, Jean-François and Morturier, Thierry and Plateau, Brigitte and Pons, Elisabeth and Pr{\'{e}}vost, Jo{\"{e}}lle and Prost, Fr{\'{e}}d{\'{e}}ric and Quint, Vincent and Reignier, Patrick and Rousseau, Franck and Rousset, Marie-Christine and Rutten, Eric and Vacher, Michel},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00773168},
    note = {83 pages},
    hal_local_reference = {RR-LIG-015},
    year = {2011},
    pdf = {https://hal.archives-ouvertes.fr/hal-00773168/file/RR-LIG-015.pdf},
    hal_id = {hal-00773168}
    }
  • [PDF] [PDF] [DOI] M. Amini and N. Usunier, “Transductive learning over automatically detected themes for multi-document summarization,” in Proceeding of the 34th international ACM SIGIR conference on research and development in information retrieval, SIGIR 2011, beijing, china, july 25-29, 2011, Beijing, China, 2011, p. 1193–1194.
    [Bibtex]
    @inproceedings{DBLP:conf/sigir/AminiU11,
    author = {Massih-Reza Amini and
    Nicolas Usunier},
    title = {Transductive learning over automatically detected themes for multi-document
    summarization},
    booktitle = {Proceeding of the 34th International {ACM} {SIGIR} Conference on Research
    and Development in Information Retrieval, {SIGIR} 2011, Beijing, China,
    July 25-29, 2011},
    pages = {1193--1194},
    year = {2011},
    crossref = {DBLP:conf/sigir/2011},
    url = {https://doi.org/10.1145/2009916.2010115},
    doi = {10.1145/2009916.2010115},
    timestamp = {Tue, 06 Nov 2018 11:07:25 +0100},
    dblp_url = {https://dblp.org/rec/html/conf/sigir/AminiU11},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01286161},
    address = {Beijing, China},
    publisher = {{ACM}},
    month = Jul,
    hal_id = {hal-01286161}
    }
  • [PDF] [PDF] C. Grimal and G. Bisson, “Un cadre général pour les mesures de co-similarité,” in SFC’11 – Rencontres de la Société Francophone de Classification, Orléans, France, 2011, pp. 141-144.
    [Bibtex]
    @inproceedings{grimal:hal-00744080,
    title = {{Un cadre g{\'{e}}n{\'{e}}ral pour les mesures de co-similarit{\'{e}}}},
    author = {Grimal, Cl{\'{e}}ment and Bisson, Gilles},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00744080},
    booktitle = {{SFC'11 - Rencontres de la Soci{\'{e}}t{\'{e}} Francophone de Classification}},
    address = {Orl{\'{e}}ans, France},
    pages = {141-144},
    year = {2011},
    month = Sep,
    pdf = {https://hal.archives-ouvertes.fr/hal-00744080/file/Grimal-Bisson_SFC2011_extrait-actes.pdf},
    hal_id = {hal-00744080}
    }
  • [PDF] C. Lagnier and É. Gaussier, “Un Modèle de Diffusion de l’Information dans les Réseaux Sociaux,” Revue des Nouvelles Technologies de l’Information (RNTI – AAFD 2011), vol. RNTI-A-5, pp. 49-64, 2011.
    [Bibtex]
    @article{lagnier:hal-00743006,
    title = {{Un Mod{\`{e}}le de Diffusion de l'Information dans les R{\'{e}}seaux Sociaux}},
    author = {Lagnier, C{\'{e}}dric and Gaussier, {\'{E}}ric},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00743006},
    note = {Num{\'{e}}ro sp{\'{e}}cial sur les journ{\'{e}}es AAFD (Apprentissage Artificiel et Fouille de Donn{\'{e}}es, avril 2010)},
    journal = {{Revue des Nouvelles Technologies de l'Information (RNTI - AAFD 2011)}},
    volume = {RNTI-A-5},
    pages = {49-64},
    year = {2011},
    hal_id = {hal-00743006}
    }
  • [PDF] [PDF] A. Diallo, A. Douzal-Chouakria, and F. Giroud, “Un modèle génératif pour la comparaison de métriques en classification de profils d ‘expression de gènes,” in CAp 2011 – Conférence Francophone d’Apprentissage, Chambéry, France, 2011, pp. 135-150.
    [Bibtex]
    @inproceedings{diallo:hal-00744315,
    title = {{Un mod{\`{e}}le g{\'{e}}n{\'{e}}ratif pour la comparaison de m{\'{e}}triques en classification de profils d 'expression de g{\`{e}}nes}},
    author = {Diallo, Alpha and Douzal-Chouakria, Ahlame and Giroud, Françoise},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00744315},
    note = {Session 6 - Apprentissage de similarit{\'{e}}s},
    booktitle = {{CAp 2011 - Conf{\'{e}}rence Francophone d'Apprentissage}},
    address = {Chamb{\'{e}}ry, France},
    pages = {135-150},
    year = {2011},
    month = May,
    keywords = {S{\'{e}}ries temporelles ; m{\'{e}}triques ; classification ; profils d'expression de g{\`{e}}nes},
    pdf = {https://hal.archives-ouvertes.fr/hal-00744315/file/Diallo-Douzal-GiroudCAP.pdf},
    hal_id = {hal-00744315}
    }
  • [PDF] [PDF] C. Grimal and G. Bisson, “Using a co-similarity approach on a large scale text categorization task,” in MARAMI 2011 – Seconde conférence sur les Modèles et l’Analyse des Réseaux : Approches Mathématiques et Informatique, Grenoble, France, 2011, p. 16p..
    [Bibtex]
    @inproceedings{grimal:hal-00743577,
    title = {{Using a co-similarity approach on a large scale text categorization task}},
    author = {Grimal, Cl{\'{e}}ment and Bisson, Gilles},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00743577},
    booktitle = {{MARAMI 2011 - Seconde conf{\'{e}}rence sur les Mod{\`{e}}les et l'Analyse des R{\'{e}}seaux : Approches Math{\'{e}}matiques et Informatique}},
    address = {Grenoble, France},
    pages = {16p.},
    year = {2011},
    month = Oct,
    keywords = {Categorization ; text mining ; large-scale database},
    pdf = {https://hal.archives-ouvertes.fr/hal-00743577/file/Bisson-Grimal-MARAMI2011.pdf},
    hal_id = {hal-00743577}
    }
  • [PDF] T. V. Truong, D. Buffoni, N. Usunier, M. Amini, and P. Gallinari, “Modèles d’Ordonnancement pour le Résumé Automatique et la Recherche d’Information,” in Modèles Statistiques pour l’Accès à l’Information Textuelle, {Hermès-Lavoisier}, 2011, pp. 19-42.
    [Bibtex]
    @incollection{truong:hal-01286154,
    title = {{Mod{\`{e}}les d'Ordonnancement pour le R{\'{e}}sum{\'{e}} Automatique et la Recherche d'Information}},
    author = {Truong, Tuong Vinh and Buffoni, David and Usunier, Nicolas and Amini, Massih-Reza and Gallinari, Patrick},
    hal_url = {https://hal.archives-ouvertes.fr/hal-01286154},
    booktitle = {{Mod{\`{e}}les Statistiques pour l'Acc{\`{e}}s {\`{a}} l'Information Textuelle}},
    publisher = {{Herm{\`{e}}s-Lavoisier}},
    pages = {19-42},
    year = {2011},
    hal_id = {hal-01286154}
    }
  • [PDF] S. Clinchant and É. Gaussier, “Modèles probabilistes pour la recherche d’information,” in Modèles statistiques pour l’accès à l’information textuelle, F. Y. Eric Gaussier, Ed., {HERMÈS / LAVOISIER}, 2011, pp. 27-64.
    [Bibtex]
    @incollection{clinchant:hal-00742977,
    title = {{Mod{\`{e}}les probabilistes pour la recherche d'information}},
    author = {Clinchant, St{\'{e}}phane and Gaussier, {\'{E}}ric},
    hal_url = {https://hal.archives-ouvertes.fr/hal-00742977},
    note = {Chapitre 1},
    booktitle = {{Mod{\`{e}}les statistiques pour l'acc{\`{e}}s {\`{a}} l'information textuelle}},
    editor = {Eric Gaussier, François Yvo},
    publisher = {{HERM{\`{E}}S / LAVOISIER}},
    series = {Recherche d'information et web},
    pages = {27-64},
    year = {2011},
    month = May,
    hal_id = {hal-00742977}
    }

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