BibTeX records: Gérard Govaert

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@article{DBLP:journals/adac/GovaertN18,
  author       = {G{\'{e}}rard Govaert and
                  Mohamed Nadif},
  title        = {Mutual information, phi-squared and model-based co-clustering for
                  contingency tables},
  journal      = {Adv. Data Anal. Classif.},
  volume       = {12},
  number       = {3},
  pages        = {455--488},
  year         = {2018},
  url          = {https://doi.org/10.1007/s11634-016-0274-6},
  doi          = {10.1007/S11634-016-0274-6},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/adac/GovaertN18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adac/LometGG18,
  author       = {Aurore Lomet and
                  G{\'{e}}rard Govaert and
                  Yves Grandvalet},
  title        = {Model selection for Gaussian latent block clustering with the integrated
                  classification likelihood},
  journal      = {Adv. Data Anal. Classif.},
  volume       = {12},
  number       = {3},
  pages        = {489--508},
  year         = {2018},
  url          = {https://doi.org/10.1007/s11634-013-0161-3},
  doi          = {10.1007/S11634-013-0161-3},
  timestamp    = {Wed, 01 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/adac/LometGG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/SameG17,
  author       = {Allou Sam{\'{e}} and
                  G{\'{e}}rard Govaert},
  title        = {Segmental dynamic factor analysis for time series of curves},
  journal      = {Stat. Comput.},
  volume       = {27},
  number       = {6},
  pages        = {1617--1637},
  year         = {2017},
  url          = {https://doi.org/10.1007/s11222-016-9707-5},
  doi          = {10.1007/S11222-016-9707-5},
  timestamp    = {Wed, 25 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sac/SameG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/AssaadSGA16,
  author       = {Hani El Assaad and
                  Allou Sam{\'{e}} and
                  G{\'{e}}rard Govaert and
                  Patrice Aknin},
  title        = {A variational Expectation-Maximization algorithm for temporal data
                  clustering},
  journal      = {Comput. Stat. Data Anal.},
  volume       = {103},
  pages        = {206--228},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.csda.2016.05.007},
  doi          = {10.1016/J.CSDA.2016.05.007},
  timestamp    = {Tue, 18 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/csda/AssaadSGA16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/PriamNG16,
  author       = {Rodolphe Priam and
                  Mohamed Nadif and
                  G{\'{e}}rard Govaert},
  title        = {Generalized topographic block model},
  journal      = {Neurocomputing},
  volume       = {173},
  pages        = {442--449},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.neucom.2015.04.115},
  doi          = {10.1016/J.NEUCOM.2015.04.115},
  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/PriamNG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/KeribinBCG15,
  author       = {Christine Keribin and
                  Vincent Brault and
                  Gilles Celeux and
                  G{\'{e}}rard Govaert},
  title        = {Estimation and selection for the latent block model on categorical
                  data},
  journal      = {Stat. Comput.},
  volume       = {25},
  number       = {6},
  pages        = {1201--1216},
  year         = {2015},
  url          = {https://doi.org/10.1007/s11222-014-9472-2},
  doi          = {10.1007/S11222-014-9472-2},
  timestamp    = {Wed, 25 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sac/KeribinBCG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/RandriamanamihagaCOG14,
  author       = {Andry Njato Randriamanamihaga and
                  Etienne C{\^{o}}me and
                  Latifa Oukhellou and
                  G{\'{e}}rard Govaert},
  title        = {Clustering the V{\'{e}}lib' dynamic Origin/Destination flows
                  using a family of Poisson mixture models},
  journal      = {Neurocomputing},
  volume       = {141},
  pages        = {124--138},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.neucom.2014.01.050},
  doi          = {10.1016/J.NEUCOM.2014.01.050},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/RandriamanamihagaCOG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/PriamNG14,
  author       = {Rodolphe Priam and
                  Mohamed Nadif and
                  G{\'{e}}rard Govaert},
  title        = {Topographic Bernoulli block mixture mapping for binary tables},
  journal      = {Pattern Anal. Appl.},
  volume       = {17},
  number       = {4},
  pages        = {839--847},
  year         = {2014},
  url          = {https://doi.org/10.1007/s10044-014-0368-8},
  doi          = {10.1007/S10044-014-0368-8},
  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/paa/PriamNG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/VandewalleBCG13,
  author       = {Vincent Vandewalle and
                  Christophe Biernacki and
                  Gilles Celeux and
                  G{\'{e}}rard Govaert},
  title        = {A predictive deviance criterion for selecting a generative model in
                  semi-supervised classification},
  journal      = {Comput. Stat. Data Anal.},
  volume       = {64},
  pages        = {220--236},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.csda.2013.02.010},
  doi          = {10.1016/J.CSDA.2013.02.010},
  timestamp    = {Tue, 18 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/csda/VandewalleBCG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RandriamanamihagaCOG13,
  author       = {Andry Njato Randriamanamihaga and
                  Etienne C{\^{o}}me and
                  Latifa Oukhellou and
                  G{\'{e}}rard Govaert},
  title        = {Clustering the V{\'{e}}lib' origin-destinations flows by means
                  of Poisson mixture models},
  booktitle    = {21st European Symposium on Artificial Neural Networks, {ESANN} 2013,
                  Bruges, Belgium, April 24-26, 2013},
  year         = {2013},
  url          = {https://www.esann.org/sites/default/files/proceedings/legacy/es2013-95.pdf},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/RandriamanamihagaCOG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/MaillotAG13,
  author       = {Maxime Maillot and
                  Micha{\"{e}}l Aupetit and
                  G{\'{e}}rard Govaert},
  editor       = {Christel Vrain and
                  Andr{\'{e}} P{\'{e}}ninou and
                  Florence S{\`{e}}des},
  title        = {Extraction des nombres de Betti avec un mod{\`{e}}le g{\'{e}}n{\'{e}}ratif},
  booktitle    = {Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier
                  - 01 f{\'{e}}vrier 2013, Toulouse, France},
  series       = {Revue des Nouvelles Technologies de l'Information},
  volume       = {{RNTI-E-24}},
  pages        = {97--102},
  publisher    = {Hermann-{\'{E}}ditions},
  year         = {2013},
  url          = {http://editions-rnti.fr/?inprocid=1001826},
  timestamp    = {Wed, 21 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/f-egc/MaillotAG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AssaadSGA13,
  author       = {Hani El Assaad and
                  Allou Sam{\'{e}} and
                  G{\'{e}}rard Govaert and
                  Patrice Aknin},
  editor       = {Valeri M. Mladenov and
                  Petia D. Koprinkova{-}Hristova and
                  G{\"{u}}nther Palm and
                  Alessandro E. P. Villa and
                  Bruno Appollini and
                  Nikola K. Kasabov},
  title        = {Model-Based Clustering of Temporal Data},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2013 - 23rd
                  International Conference on Artificial Neural Networks, Sofia, Bulgaria,
                  September 10-13, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8131},
  pages        = {9--16},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-40728-4\_2},
  doi          = {10.1007/978-3-642-40728-4\_2},
  timestamp    = {Thu, 04 Jun 2020 19:07:57 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/AssaadSGA13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/PriamNG13,
  author       = {Rodolphe Priam and
                  Mohamed Nadif and
                  G{\'{e}}rard Govaert},
  editor       = {Allan Tucker and
                  Frank H{\"{o}}ppner and
                  Arno Siebes and
                  Stephen Swift},
  title        = {Gaussian Topographic Co-clustering Model},
  booktitle    = {Advances in Intelligent Data Analysis {XII} - 12th International Symposium,
                  {IDA} 2013, London, UK, October 17-19, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8207},
  pages        = {345--356},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41398-8\_30},
  doi          = {10.1007/978-3-642-41398-8\_30},
  timestamp    = {Tue, 14 May 2019 10:00:49 +0200},
  biburl       = {https://dblp.org/rec/conf/ida/PriamNG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SameCGA13,
  author       = {Allou Sam{\'{e}} and
                  Faicel Chamroukhi and
                  G{\'{e}}rard Govaert and
                  Patrice Aknin},
  title        = {Model-based clustering and segmentation of time series with changes
                  in regime},
  journal      = {CoRR},
  volume       = {abs/1312.6967},
  year         = {2013},
  url          = {http://arxiv.org/abs/1312.6967},
  eprinttype    = {arXiv},
  eprint       = {1312.6967},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/SameCGA13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChamroukhiSGA13,
  author       = {Faicel Chamroukhi and
                  Allou Sam{\'{e}} and
                  G{\'{e}}rard Govaert and
                  Patrice Aknin},
  title        = {A hidden process regression model for functional data description.
                  Application to curve discrimination},
  journal      = {CoRR},
  volume       = {abs/1312.6968},
  year         = {2013},
  url          = {http://arxiv.org/abs/1312.6968},
  eprinttype    = {arXiv},
  eprint       = {1312.6968},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ChamroukhiSGA13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChamroukhiSGA13a,
  author       = {Faicel Chamroukhi and
                  Allou Sam{\'{e}} and
                  G{\'{e}}rard Govaert and
                  Patrice Aknin},
  title        = {Time series modeling by a regression approach based on a latent process},
  journal      = {CoRR},
  volume       = {abs/1312.6969},
  year         = {2013},
  url          = {http://arxiv.org/abs/1312.6969},
  eprinttype    = {arXiv},
  eprint       = {1312.6969},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ChamroukhiSGA13a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChamroukhiSGA13b,
  author       = {Faicel Chamroukhi and
                  Allou Sam{\'{e}} and
                  G{\'{e}}rard Govaert and
                  Patrice Aknin},
  title        = {Mod{\`{e}}le {\`{a}} processus latent et algorithme {EM} pour la r{\'{e}}gression
                  non lin{\'{e}}aire},
  journal      = {CoRR},
  volume       = {abs/1312.6978},
  year         = {2013},
  url          = {http://arxiv.org/abs/1312.6978},
  eprinttype    = {arXiv},
  eprint       = {1312.6978},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ChamroukhiSGA13b.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChamroukhiSGA13c,
  author       = {Faicel Chamroukhi and
                  Allou Sam{\'{e}} and
                  G{\'{e}}rard Govaert and
                  Patrice Aknin},
  title        = {A regression model with a hidden logistic process for signal parametrization},
  journal      = {CoRR},
  volume       = {abs/1312.6994},
  year         = {2013},
  url          = {http://arxiv.org/abs/1312.6994},
  eprinttype    = {arXiv},
  eprint       = {1312.6994},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ChamroukhiSGA13c.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChamroukhiSGA13d,
  author       = {Faicel Chamroukhi and
                  Allou Sam{\'{e}} and
                  G{\'{e}}rard Govaert and
                  Patrice Aknin},
  title        = {A regression model with a hidden logistic process for feature extraction
                  from time series},
  journal      = {CoRR},
  volume       = {abs/1312.7001},
  year         = {2013},
  url          = {http://arxiv.org/abs/1312.7001},
  eprinttype    = {arXiv},
  eprint       = {1312.7001},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ChamroukhiSGA13d.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChamroukhiSAG13,
  author       = {Faicel Chamroukhi and
                  Allou Sam{\'{e}} and
                  Patrice Aknin and
                  G{\'{e}}rard Govaert},
  title        = {Model-based clustering with Hidden Markov Model regression for time
                  series with regime changes},
  journal      = {CoRR},
  volume       = {abs/1312.7024},
  year         = {2013},
  url          = {http://arxiv.org/abs/1312.7024},
  eprinttype    = {arXiv},
  eprint       = {1312.7024},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ChamroukhiSAG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MaillotAG12,
  author       = {Maxime Maillot and
                  Micha{\"{e}}l Aupetit and
                  G{\'{e}}rard Govaert},
  title        = {A generative model that learns Betti numbers from a data set},
  booktitle    = {20th European Symposium on Artificial Neural Networks, {ESANN} 2012,
                  Bruges, Belgium, April 25-27, 2012},
  year         = {2012},
  url          = {https://www.esann.org/sites/default/files/proceedings/legacy/es2012-157.pdf},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/MaillotAG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LometGG12,
  author       = {Aurore Lomet and
                  G{\'{e}}rard Govaert and
                  Yves Grandvalet},
  editor       = {Jilles Vreeken and
                  Charles Ling and
                  Mohammed Javeed Zaki and
                  Arno Siebes and
                  Jeffrey Xu Yu and
                  Bart Goethals and
                  Geoffrey I. Webb and
                  Xindong Wu},
  title        = {An Approximation of the Integrated Classification Likelihood for the
                  Latent Block Model},
  booktitle    = {12th {IEEE} International Conference on Data Mining Workshops, {ICDM}
                  Workshops, Brussels, Belgium, December 10, 2012},
  pages        = {147--153},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICDMW.2012.32},
  doi          = {10.1109/ICDMW.2012.32},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/LometGG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MerchanteGG12,
  author       = {Luis Francisco S{\'{a}}nchez Merchante and
                  Yves Grandvalet and
                  G{\'{e}}rard Govaert},
  title        = {An Efficient Approach to Sparse Linear Discriminant Analysis},
  booktitle    = {Proceedings of the 29th International Conference on Machine Learning,
                  {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
  publisher    = {icml.cc / Omnipress},
  year         = {2012},
  url          = {http://icml.cc/2012/papers/591.pdf},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/MerchanteGG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SameG12,
  author       = {Allou Sam{\'{e}} and
                  G{\'{e}}rard Govaert},
  title        = {Online Time Series Segmentation Using Temporal Mixture Models and
                  Bayesian Model Selection},
  booktitle    = {11th International Conference on Machine Learning and Applications,
                  ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 1},
  pages        = {602--605},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICMLA.2012.111},
  doi          = {10.1109/ICMLA.2012.111},
  timestamp    = {Wed, 16 Oct 2019 14:14:53 +0200},
  biburl       = {https://dblp.org/rec/conf/icmla/SameG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/PriamNG12,
  author       = {Rodolphe Priam and
                  Mohamed Nadif and
                  G{\'{e}}rard Govaert},
  editor       = {Pedro Latorre Carmona and
                  J. Salvador S{\'{a}}nchez and
                  Ana L. N. Fred},
  title        = {Nonlinear Mapping by Constrained Co-clustering},
  booktitle    = {{ICPRAM} 2012 - Proceedings of the 1st International Conference on
                  Pattern Recognition Applications and Methods, Volume 1, Vilamoura,
                  Algarve, Portugal, 6-8 February, 2012},
  pages        = {63--68},
  publisher    = {SciTePress},
  year         = {2012},
  timestamp    = {Thu, 26 Jul 2018 12:47:50 +0200},
  biburl       = {https://dblp.org/rec/conf/icpram/PriamNG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adac/SameCGA11,
  author       = {Allou Sam{\'{e}} and
                  Faicel Chamroukhi and
                  G{\'{e}}rard Govaert and
                  Patrice Aknin},
  title        = {Model-based clustering and segmentation of time series with changes
                  in regime},
  journal      = {Adv. Data Anal. Classif.},
  volume       = {5},
  number       = {4},
  pages        = {301--321},
  year         = {2011},
  url          = {https://doi.org/10.1007/s11634-011-0096-5},
  doi          = {10.1007/S11634-011-0096-5},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/adac/SameCGA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ChamroukhiSAG11,
  author       = {Faicel Chamroukhi and
                  Allou Sam{\'{e}} and
                  Patrice Aknin and
                  G{\'{e}}rard Govaert},
  title        = {Model-based clustering with Hidden Markov Model regression for time
                  series with regime changes},
  booktitle    = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
                  2011, San Jose, California, USA, July 31 - August 5, 2011},
  pages        = {2814--2821},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/IJCNN.2011.6033590},
  doi          = {10.1109/IJCNN.2011.6033590},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/ChamroukhiSAG11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ChamroukhiSGA10,
  author       = {Faicel Chamroukhi and
                  Allou Sam{\'{e}} and
                  G{\'{e}}rard Govaert and
                  Patrice Aknin},
  title        = {A hidden process regression model for functional data description.
                  Application to curve discrimination},
  journal      = {Neurocomputing},
  volume       = {73},
  number       = {7-9},
  pages        = {1210--1221},
  year         = {2010},
  url          = {https://doi.org/10.1016/j.neucom.2009.12.023},
  doi          = {10.1016/J.NEUCOM.2009.12.023},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/ChamroukhiSGA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isi/GaillardAG10,
  author       = {Pierre Gaillard and
                  Micha{\"{e}}l Aupetit and
                  G{\'{e}}rard Govaert},
  title        = {Un graphe g{\'{e}}n{\'{e}}ratif pour la classification semi-supervis{\'{e}}e},
  journal      = {Ing{\'{e}}nierie des Syst{\`{e}}mes d Inf.},
  volume       = {15},
  number       = {2},
  pages        = {97--119},
  year         = {2010},
  url          = {https://doi.org/10.3166/isi.15.2.97-119},
  doi          = {10.3166/ISI.15.2.97-119},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/isi/GaillardAG10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NadifG10,
  author       = {Mohamed Nadif and
                  G{\'{e}}rard Govaert},
  editor       = {Sorin Draghici and
                  Taghi M. Khoshgoftaar and
                  Vasile Palade and
                  Witold Pedrycz and
                  M. Arif Wani and
                  Xingquan Zhu},
  title        = {Model-Based Co-clustering for Continuous Data},
  booktitle    = {The Ninth International Conference on Machine Learning and Applications,
                  {ICMLA} 2010, Washington, DC, USA, 12-14 December 2010},
  pages        = {175--180},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICMLA.2010.33},
  doi          = {10.1109/ICMLA.2010.33},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icmla/NadifG10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/modulad/GaillardAG09,
  author       = {Pierre Gaillard and
                  Micha{\"{e}}l Aupetit and
                  G{\'{e}}rard Govaert},
  title        = {Le Graphe G{\'{e}}n{\'{e}}ratif Gaussien},
  journal      = {Monde des Util. Anal. Donn{\'{e}}es},
  volume       = {40},
  pages        = {103--120},
  year         = {2009},
  url          = {http://editions-rnti.fr/?inprocid=1001777},
  timestamp    = {Wed, 21 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/modulad/GaillardAG09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ChamroukhiSGA09,
  author       = {Faicel Chamroukhi and
                  Allou Sam{\'{e}} and
                  G{\'{e}}rard Govaert and
                  Patrice Aknin},
  title        = {Time series modeling by a regression approach based on a latent process},
  journal      = {Neural Networks},
  volume       = {22},
  number       = {5-6},
  pages        = {593--602},
  year         = {2009},
  url          = {https://doi.org/10.1016/j.neunet.2009.06.040},
  doi          = {10.1016/J.NEUNET.2009.06.040},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nn/ChamroukhiSGA09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ChamroukhiSGA09,
  author       = {Faicel Chamroukhi and
                  Allou Sam{\'{e}} and
                  G{\'{e}}rard Govaert and
                  Patrice Aknin},
  title        = {A regression model with a hidden logistic process for signal parametrization},
  booktitle    = {17th European Symposium on Artificial Neural Networks, {ESANN} 2009,
                  Bruges, Belgium, April 22-24, 2009, Proceedings},
  year         = {2009},
  url          = {https://www.esann.org/sites/default/files/proceedings/legacy/es2009-106.pdf},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/ChamroukhiSGA09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ChamroukhiSGA09,
  author       = {Faicel Chamroukhi and
                  Allou Sam{\'{e}} and
                  G{\'{e}}rard Govaert and
                  Patrice Aknin},
  title        = {A regression model with a hidden logistic process for feature extraction
                  from time series},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
                  Georgia, USA, 14-19 June 2009},
  pages        = {489--496},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/IJCNN.2009.5178921},
  doi          = {10.1109/IJCNN.2009.5178921},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/ChamroukhiSGA09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/GovaertN08,
  author       = {G{\'{e}}rard Govaert and
                  Mohamed Nadif},
  title        = {Block clustering with Bernoulli mixture models: Comparison of different
                  approaches},
  journal      = {Comput. Stat. Data Anal.},
  volume       = {52},
  number       = {6},
  pages        = {3233--3245},
  year         = {2008},
  url          = {https://doi.org/10.1016/j.csda.2007.09.007},
  doi          = {10.1016/J.CSDA.2007.09.007},
  timestamp    = {Tue, 18 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/csda/GovaertN08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GaillardAG08,
  author       = {Pierre Gaillard and
                  Micha{\"{e}}l Aupetit and
                  G{\'{e}}rard Govaert},
  title        = {Learning topology of a labeled data set with the supervised generative
                  Gaussian graph},
  journal      = {Neurocomputing},
  volume       = {71},
  number       = {7-9},
  pages        = {1283--1299},
  year         = {2008},
  url          = {https://doi.org/10.1016/j.neucom.2007.12.028},
  doi          = {10.1016/J.NEUCOM.2007.12.028},
  timestamp    = {Wed, 21 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/GaillardAG08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aafd/AupetitGG08,
  author       = {Micha{\"{e}}l Aupetit and
                  Pierre Gaillard and
                  G{\'{e}}rard Govaert},
  editor       = {Youn{\`{e}}s Bennani and
                  Emmanuel Viennet},
  title        = {Un mod{\`{e}}le g{\'{e}}n{\'{e}}ratif pour l'Apprentissage
                  de la Topologie},
  booktitle    = {Apprentissage Artificiel et Fouille de Donn{\'{e}}es, {AAFD}
                  2008, Universit{\'{e}} Paris 13, Institut Galil{\'{e}}e,
                  Villetaneuse, France, 8-9 avril 2008},
  series       = {{RNTI}},
  volume       = {{A-3}},
  pages        = {49--76},
  publisher    = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
  year         = {2008},
  url          = {http://editions-rnti.fr/?inprocid=1000824},
  timestamp    = {Wed, 21 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aafd/AupetitGG08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/PriamNG08,
  author       = {Rodolphe Priam and
                  Mohamed Nadif and
                  G{\'{e}}rard Govaert},
  editor       = {Lionel Prevost and
                  Simone Marinai and
                  Friedhelm Schwenker},
  title        = {The Block Generative Topographic Mapping},
  booktitle    = {Artificial Neural Networks in Pattern Recognition, Third {IAPR} Workshop,
                  {ANNPR} 2008, Paris, France, July 2-4, 2008, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5064},
  pages        = {13--23},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-69939-2\_2},
  doi          = {10.1007/978-3-540-69939-2\_2},
  timestamp    = {Tue, 14 May 2019 10:00:39 +0200},
  biburl       = {https://dblp.org/rec/conf/annpr/PriamNG08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmin/NadifG08,
  author       = {Mohamed Nadif and
                  G{\'{e}}rard Govaert},
  editor       = {Robert Stahlbock and
                  Sven F. Crone and
                  Stefan Lessmann},
  title        = {Algorithms for Model-based Block Gaussian Clustering},
  booktitle    = {Proceedings of The 2008 International Conference on Data Mining, {DMIN}
                  2008, July 14-17, 2008, Las Vegas, USA, 2 Volumes},
  pages        = {536--542},
  publisher    = {{CSREA} Press},
  year         = {2008},
  timestamp    = {Wed, 28 Oct 2009 09:53:14 +0100},
  biburl       = {https://dblp.org/rec/conf/dmin/NadifG08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/PriamNG08,
  author       = {Rodolphe Priam and
                  Mohamed Nadif and
                  G{\'{e}}rard Govaert},
  editor       = {Fabrice Guillet and
                  Brigitte Trousse},
  title        = {Binary Block {GTM} : Carte auto-organisatrice probabiliste pour les
                  grands tableaux binaires},
  booktitle    = {Extraction et gestion des connaissances (EGC'2008), Actes des 8{\`{e}}mes
                  journ{\'{e}}es Extraction et Gestion des Connaissances, Sophia-Antipolis,
                  France, 29 janvier au 1er f{\'{e}}vrier 2008, 2 Volumes},
  series       = {Revue des Nouvelles Technologies de l'Information},
  volume       = {{RNTI-E-11}},
  pages        = {265--272},
  publisher    = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
  year         = {2008},
  url          = {http://editions-rnti.fr/?inprocid=1000614},
  timestamp    = {Thu, 24 Apr 2014 17:37:27 +0200},
  biburl       = {https://dblp.org/rec/conf/f-egc/PriamNG08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/GovaertN07,
  author       = {G{\'{e}}rard Govaert and
                  Mohamed Nadif},
  title        = {Clustering of contingency table and mixture model},
  journal      = {Eur. J. Oper. Res.},
  volume       = {183},
  number       = {3},
  pages        = {1055--1066},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.ejor.2005.10.074},
  doi          = {10.1016/J.EJOR.2005.10.074},
  timestamp    = {Fri, 21 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eor/GovaertN07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/SameAG07,
  author       = {Allou Sam{\'{e}} and
                  Christophe Ambroise and
                  G{\'{e}}rard Govaert},
  title        = {An online classification {EM} algorithm based on the mixture model},
  journal      = {Stat. Comput.},
  volume       = {17},
  number       = {3},
  pages        = {209--218},
  year         = {2007},
  url          = {https://doi.org/10.1007/s11222-007-9017-z},
  doi          = {10.1007/S11222-007-9017-Z},
  timestamp    = {Wed, 25 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sac/SameAG07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GaillardAG07,
  author       = {Pierre Gaillard and
                  Micha{\"{e}}l Aupetit and
                  G{\'{e}}rard Govaert},
  title        = {Learning topology of a labeled data set with the supervised generative
                  gaussian graph},
  booktitle    = {15th European Symposium on Artificial Neural Networks, {ESANN} 2007,
                  Bruges, Belgium, April 25-27, 2007, Proceedings},
  pages        = {235--240},
  year         = {2007},
  url          = {https://www.esann.org/sites/default/files/proceedings/legacy/es2007-53.pdf},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/GaillardAG07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/GaillardAG07,
  author       = {Pierre Gaillard and
                  Micha{\"{e}}l Aupetit and
                  G{\'{e}}rard Govaert},
  editor       = {Monique Noirhomme{-}Fraiture and
                  Gilles Venturini},
  title        = {Apprentissage statistique de la topologie d'un ensemble de donn{\'{e}}es
                  {\'{e}}tiquet{\'{e}}es},
  booktitle    = {Extraction et gestion des connaissances (EGC'2007), Actes des cinqui{\`{e}}mes
                  journ{\'{e}}es Extraction et Gestion des Connaissances, Namur,
                  Belgique, 23-26 janvier 2007, 2 Volumes},
  series       = {Revue des Nouvelles Technologies de l'Information},
  volume       = {{RNTI-E-9}},
  pages        = {455--460},
  publisher    = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
  year         = {2007},
  url          = {http://editions-rnti.fr/?inprocid=1001419},
  timestamp    = {Wed, 21 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/f-egc/GaillardAG07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isica/TessierSBCG07,
  author       = {Damien Tessier and
                  Marc Schoenauer and
                  Christophe Biernacki and
                  Gilles Celeux and
                  G{\'{e}}rard Govaert},
  editor       = {Lishan Kang and
                  Yong Liu and
                  Sanyou Zeng},
  title        = {Parameter Setting for Evolutionary Latent Class Clustering},
  booktitle    = {Advances in Computation and Intelligence, Second International Symposium,
                  {ISICA} 2007, Wuhan, China, September 21-23, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4683},
  pages        = {472--484},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-74581-5\_52},
  doi          = {10.1007/978-3-540-74581-5\_52},
  timestamp    = {Mon, 09 Mar 2020 14:52:47 +0100},
  biburl       = {https://dblp.org/rec/conf/isica/TessierSBCG07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/SameAG06,
  author       = {Allou Sam{\'{e}} and
                  Christophe Ambroise and
                  G{\'{e}}rard Govaert},
  title        = {A classification {EM} algorithm for binned data},
  journal      = {Comput. Stat. Data Anal.},
  volume       = {51},
  number       = {2},
  pages        = {466--480},
  year         = {2006},
  url          = {https://doi.org/10.1016/j.csda.2005.08.009},
  doi          = {10.1016/J.CSDA.2005.08.009},
  timestamp    = {Tue, 18 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/csda/SameAG06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/BiernackiCGL06,
  author       = {Christophe Biernacki and
                  Gilles Celeux and
                  G{\'{e}}rard Govaert and
                  Florent Langrognet},
  title        = {Model-based cluster and discriminant analysis with the {MIXMOD} software},
  journal      = {Comput. Stat. Data Anal.},
  volume       = {51},
  number       = {2},
  pages        = {587--600},
  year         = {2006},
  url          = {https://doi.org/10.1016/j.csda.2005.12.015},
  doi          = {10.1016/J.CSDA.2005.12.015},
  timestamp    = {Tue, 18 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/csda/BiernackiCGL06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/modulad/BiernackiCEGL06,
  author       = {Christophe Biernacki and
                  Gilles Celeux and
                  Anwuli Echenim and
                  G{\'{e}}rard Govaert and
                  Florent Langrognet},
  title        = {Le logiciel {MIXMOD} d'analyse de m{\'{e}}lange pour la classification
                  et l'analyse discriminante},
  journal      = {Monde des Util. Anal. Donn{\'{e}}es},
  volume       = {35},
  pages        = {25--44},
  year         = {2006},
  url          = {http://editions-rnti.fr/?inprocid=1001704},
  timestamp    = {Wed, 20 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/modulad/BiernackiCEGL06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/GovaertHN06,
  author       = {G{\'{e}}rard Govaert and
                  Reiner H{\"{a}}hnle and
                  Mohamed Nadif},
  title        = {Preface},
  journal      = {Soft Comput.},
  volume       = {10},
  number       = {5},
  pages        = {405--405},
  year         = {2006},
  url          = {https://doi.org/10.1007/s00500-005-0500-1},
  doi          = {10.1007/S00500-005-0500-1},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/soco/GovaertHN06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/GovaertN06,
  author       = {G{\'{e}}rard Govaert and
                  Mohamed Nadif},
  title        = {Fuzzy clustering to estimate the parameters of block mixture models},
  journal      = {Soft Comput.},
  volume       = {10},
  number       = {5},
  pages        = {415--422},
  year         = {2006},
  url          = {https://doi.org/10.1007/s00500-005-0502-z},
  doi          = {10.1007/S00500-005-0502-Z},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/soco/GovaertN06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/GovaertN06,
  author       = {G{\'{e}}rard Govaert and
                  Mohamed Nadif},
  editor       = {Gilbert Ritschard and
                  Chabane Djeraba},
  title        = {Classification d'un tableau de contingence et mod{\`{e}}le probabiliste},
  booktitle    = {Extraction et gestion des connaissances (EGC'2006), Actes des sixi{\`{e}}mes
                  journ{\'{e}}es Extraction et Gestion des Connaissances, Lille,
                  France, 17-20 janvier 2006, 2 Volumes},
  series       = {Revue des Nouvelles Technologies de l'Information},
  volume       = {{RNTI-E-6}},
  pages        = {457--462},
  publisher    = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
  year         = {2006},
  url          = {http://editions-rnti.fr/?inprocid=1000387},
  timestamp    = {Thu, 24 Apr 2014 17:37:27 +0200},
  biburl       = {https://dblp.org/rec/conf/f-egc/GovaertN06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GovaertN05,
  author       = {G{\'{e}}rard Govaert and
                  Mohamed Nadif},
  title        = {An {EM} Algorithm for the Block Mixture Model},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {27},
  number       = {4},
  pages        = {643--647},
  year         = {2005},
  url          = {https://doi.org/10.1109/TPAMI.2005.69},
  doi          = {10.1109/TPAMI.2005.69},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/GovaertN05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiccsa/NadifG05,
  author       = {Mohamed Nadif and
                  G{\'{e}}rard Govaert},
  title        = {Block clustering via the block {GEM} and two-way {EM} algorithms},
  booktitle    = {2005 {ACS} / {IEEE} International Conference on Computer Systems and
                  Applications {(AICCSA} 2005), January 3-6, 2005, Cairo, Egypt},
  pages        = {32},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/AICCSA.2005.1387029},
  doi          = {10.1109/AICCSA.2005.1387029},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aiccsa/NadifG05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/GovaertN05,
  author       = {G{\'{e}}rard Govaert and
                  Mohamed Nadif},
  editor       = {Suzanne Pinson and
                  Nicole Vincent},
  title        = {Classification d'un tableau de contingence et mod{\`{e}}le probabiliste},
  booktitle    = {Extraction et gestion des connaissances (EGC'2005), Actes des cinqui{\`{e}}mes
                  journ{\'{e}}es Extraction et Gestion des Connaissances, Paris,
                  France, 18-21 janvier 2005, 2 Volumes},
  series       = {Revue des Nouvelles Technologies de l'Information},
  volume       = {{RNTI-E-3}},
  pages        = {213--218},
  publisher    = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
  year         = {2005},
  url          = {http://editions-rnti.fr/?inprocid=1000251},
  timestamp    = {Thu, 24 Apr 2014 17:37:27 +0200},
  biburl       = {https://dblp.org/rec/conf/f-egc/GovaertN05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/HamdanG05,
  author       = {Hani Hamdan and
                  G{\'{e}}rard Govaert},
  title        = {Mixture Model Clustering of Uncertain Data},
  booktitle    = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2005,
                  Reno, Nevada, USA, May 22-25, 2005},
  pages        = {879--884},
  publisher    = {{IEEE}},
  year         = {2005},
  url          = {https://doi.org/10.1109/FUZZY.2005.1452510},
  doi          = {10.1109/FUZZY.2005.1452510},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/fuzzIEEE/HamdanG05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/NadifG05,
  author       = {Mohamed Nadif and
                  G{\'{e}}rard Govaert},
  editor       = {A. Fazel Famili and
                  Joost N. Kok and
                  Jos{\'{e}} Mar{\'{\i}}a Pe{\~{n}}a S{\'{a}}nchez and
                  Arno Siebes and
                  A. J. Feelders},
  title        = {Block Clustering of Contingency Table and Mixture Model},
  booktitle    = {Advances in Intelligent Data Analysis VI, 6th International Symposium
                  on Intelligent Data Analysis, {IDA} 2005, Madrid, Spain, September
                  8-10, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3646},
  pages        = {249--259},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11552253\_23},
  doi          = {10.1007/11552253\_23},
  timestamp    = {Tue, 14 May 2019 10:00:49 +0200},
  biburl       = {https://dblp.org/rec/conf/ida/NadifG05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/SameGA05,
  author       = {Allou Sam{\'{e}} and
                  G{\'{e}}rard Govaert and
                  Christophe Ambroise},
  editor       = {A. Fazel Famili and
                  Joost N. Kok and
                  Jos{\'{e}} Mar{\'{\i}}a Pe{\~{n}}a S{\'{a}}nchez and
                  Arno Siebes and
                  A. J. Feelders},
  title        = {A Mixture Model-Based On-line {CEM} Algorithm},
  booktitle    = {Advances in Intelligent Data Analysis VI, 6th International Symposium
                  on Intelligent Data Analysis, {IDA} 2005, Madrid, Spain, September
                  8-10, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3646},
  pages        = {373--384},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11552253\_34},
  doi          = {10.1007/11552253\_34},
  timestamp    = {Tue, 23 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ida/SameGA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NadifG05,
  author       = {Mohamed Nadif and
                  G{\'{e}}rard Govaert},
  editor       = {Al{\'{\i}}pio Jorge and
                  Lu{\'{\i}}s Torgo and
                  Pavel Brazdil and
                  Rui Camacho and
                  Jo{\~{a}}o Gama},
  title        = {A Comparison Between Block {CEM} and Two-Way {CEM} Algorithms to Cluster
                  a Contingency Table},
  booktitle    = {Knowledge Discovery in Databases: {PKDD} 2005, 9th European Conference
                  on Principles and Practice of Knowledge Discovery in Databases, Porto,
                  Portugal, October 3-7, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3721},
  pages        = {609--616},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11564126\_64},
  doi          = {10.1007/11564126\_64},
  timestamp    = {Wed, 24 Mar 2021 17:11:59 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/NadifG05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/HamdanG04,
  author       = {Hani Hamdan and
                  G{\'{e}}rard Govaert},
  title        = {{CEM} algorithm for imprecise data. Application to flaw diagnosis
                  using acoustic emission},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  {\&} Cybernetics: The Hague, Netherlands, 10-13 October 2004},
  pages        = {4774--4779},
  publisher    = {{IEEE}},
  year         = {2004},
  url          = {https://doi.org/10.1109/ICSMC.2004.1401286},
  doi          = {10.1109/ICSMC.2004.1401286},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/HamdanG04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/BiernackiCG03,
  author       = {Christophe Biernacki and
                  Gilles Celeux and
                  G{\'{e}}rard Govaert},
  title        = {Choosing starting values for the {EM} algorithm for getting the highest
                  likelihood in multivariate Gaussian mixture models},
  journal      = {Comput. Stat. Data Anal.},
  volume       = {41},
  number       = {3-4},
  pages        = {561--575},
  year         = {2003},
  url          = {https://doi.org/10.1016/S0167-9473(02)00163-9},
  doi          = {10.1016/S0167-9473(02)00163-9},
  timestamp    = {Tue, 18 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/csda/BiernackiCG03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/GovaertN03,
  author       = {G{\'{e}}rard Govaert and
                  Mohamed Nadif},
  title        = {Clustering with block mixture models},
  journal      = {Pattern Recognit.},
  volume       = {36},
  number       = {2},
  pages        = {463--473},
  year         = {2003},
  url          = {https://doi.org/10.1016/S0031-3203(02)00074-2},
  doi          = {10.1016/S0031-3203(02)00074-2},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pr/GovaertN03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/JolloisNG03,
  author       = {Fran{\c{c}}ois{-}Xavier Jollois and
                  Mohamed Nadif and
                  G{\'{e}}rard Govaert},
  editor       = {Mohand{-}Said Hacid and
                  Yves Kodratoff and
                  Danielle Boulanger},
  title        = {Classification crois{\'{e}}e sur des donn{\'{e}}es binaires
                  de grande taille},
  booktitle    = {Extraction et gestion des connaissances (EGC'2003), Actes des troisi{\`{e}}mes
                  journ{\'{e}}es Extraction et Gestion des Connaissances, Lyon,
                  France, 22-24 janvier 2003},
  series       = {Revue des Sciences et Technologies de l'Information - s{\'{e}}rie
                  {RIA} {ECA}},
  volume       = {17},
  number       = {1-3},
  pages        = {213--218},
  publisher    = {Hermes Science Publications},
  year         = {2003},
  timestamp    = {Thu, 02 Nov 2006 11:37:45 +0100},
  biburl       = {https://dblp.org/rec/conf/f-egc/JolloisNG03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/SameAG03,
  author       = {Allou Sam{\'{e}} and
                  Christophe Ambroise and
                  G{\'{e}}rard Govaert},
  editor       = {Michael R. Berthold and
                  Hans{-}Joachim Lenz and
                  Elizabeth Bradley and
                  Rudolf Kruse and
                  Christian Borgelt},
  title        = {A Mixture Model Approach for Binned Data Clustering},
  booktitle    = {Advances in Intelligent Data Analysis V, 5th International Symposium
                  on Intelligent Data Analysis, {IDA} 2003, Berlin, Germany, August
                  28-30, 2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2810},
  pages        = {265--274},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/978-3-540-45231-7\_25},
  doi          = {10.1007/978-3-540-45231-7\_25},
  timestamp    = {Tue, 14 May 2019 10:00:49 +0200},
  biburl       = {https://dblp.org/rec/conf/ida/SameAG03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compstat/NadifG02,
  author       = {Mohamed Nadif and
                  G{\'{e}}rard Govaert},
  editor       = {Wolfgang K. H{\"{a}}rdle and
                  Bernd R{\"{o}}nz},
  title        = {Parameters Estimation of Block Mixture Models},
  booktitle    = {{COMPSTAT} 2002, Proceedings in Computational Statistics, 15th Symposium,
                  Berlin, Germany, August 24-28, 2002},
  pages        = {491--496},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/978-3-642-57489-4\_75},
  doi          = {10.1007/978-3-642-57489-4\_75},
  timestamp    = {Sun, 25 Oct 2020 23:02:37 +0100},
  biburl       = {https://dblp.org/rec/conf/compstat/NadifG02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/CollinsBCLGK00,
  author       = {Robert T. Collins and
                  Christophe Biernacki and
                  Gilles Celeux and
                  Alan J. Lipton and
                  G{\'{e}}rard Govaert and
                  Takeo Kanade},
  title        = {Introduction to the Special Section on Video Surveillance},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {22},
  number       = {8},
  pages        = {745--746},
  year         = {2000},
  url          = {https://doi.org/10.1109/TPAMI.2000.868676},
  doi          = {10.1109/TPAMI.2000.868676},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/CollinsBCLGK00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/BiernackiCG99,
  author       = {Christophe Biernacki and
                  Gilles Celeux and
                  G{\'{e}}rard Govaert},
  title        = {An improvement of the {NEC} criterion for assessing the number of
                  clusters in a mixture model},
  journal      = {Pattern Recognit. Lett.},
  volume       = {20},
  number       = {3},
  pages        = {267--272},
  year         = {1999},
  url          = {https://doi.org/10.1016/S0167-8655(98)00144-5},
  doi          = {10.1016/S0167-8655(98)00144-5},
  timestamp    = {Sat, 22 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/prl/BiernackiCG99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kybernetika/DangG98,
  author       = {M{\^{o}} Dang and
                  G{\'{e}}rard Govaert},
  title        = {Fuzzy clustering of spatial binary data},
  journal      = {Kybernetika},
  volume       = {34},
  number       = {4},
  pages        = {393--398},
  year         = {1998},
  url          = {http://www.kybernetika.cz/content/1998/4/393},
  timestamp    = {Wed, 17 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kybernetika/DangG98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/AmbroiseG98,
  author       = {Christophe Ambroise and
                  G{\'{e}}rard Govaert},
  title        = {Convergence of an EM-type algorithm for spatial clustering},
  journal      = {Pattern Recognit. Lett.},
  volume       = {19},
  number       = {10},
  pages        = {919--927},
  year         = {1998},
  url          = {https://doi.org/10.1016/S0167-8655(98)00076-2},
  doi          = {10.1016/S0167-8655(98)00076-2},
  timestamp    = {Sat, 22 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/prl/AmbroiseG98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compstat/DangG98,
  author       = {M{\^{o}} Dang and
                  G{\'{e}}rard Govaert},
  editor       = {Roger Payne and
                  Peter Green},
  title        = {Spatial Clustering Techniques: An Experimental Comparison},
  booktitle    = {{COMPSTAT} 1998, Proceedings in Computational Statistics 13th Symposium
                  held in Bristol, Great Britain, 1998},
  pages        = {251--256},
  publisher    = {Springer},
  year         = {1998},
  url          = {https://doi.org/10.1007/978-3-662-01131-7\_30},
  doi          = {10.1007/978-3-662-01131-7\_30},
  timestamp    = {Wed, 29 Apr 2020 19:28:37 +0200},
  biburl       = {https://dblp.org/rec/conf/compstat/DangG98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/CeleuxG95,
  author       = {Gilles Celeux and
                  G{\'{e}}rard Govaert},
  title        = {Gaussian parsimonious clustering models},
  journal      = {Pattern Recognit.},
  volume       = {28},
  number       = {5},
  pages        = {781--793},
  year         = {1995},
  url          = {https://doi.org/10.1016/0031-3203(94)00125-6},
  doi          = {10.1016/0031-3203(94)00125-6},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/CeleuxG95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/modulad/Govaert93,
  author       = {G{\'{e}}rard Govaert},
  title        = {Commentaires sur l'article de G. {CELEUX} et de C. {ROBERT}},
  journal      = {Monde des Util. Anal. Donn{\'{e}}es},
  volume       = {11},
  pages        = {32--34},
  year         = {1993},
  url          = {http://editions-rnti.fr/?inprocid=1001584},
  timestamp    = {Wed, 20 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/modulad/Govaert93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/modulad/Govaert89,
  author       = {G{\'{e}}rard Govaert},
  title        = {La classification crois{\'{e}}e},
  journal      = {Monde des Util. Anal. Donn{\'{e}}es},
  volume       = {4},
  pages        = {9--36},
  year         = {1989},
  url          = {http://editions-rnti.fr/?inprocid=1001549},
  timestamp    = {Wed, 20 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/modulad/Govaert89.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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