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Gilles Celeux
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2020 – today
- 2024
- [j35]Aude Sportisse, Matthieu Marbac, Fabien Laporte, Gilles Celeux, Claire Boyer, Julie Josse, Christophe Biernacki:
Model-based clustering with missing not at random data. Stat. Comput. 34(4): 135 (2024) - 2022
- [j34]Gilles Celeux, Serge X. Cohen
, Agnès Grimaud, Pierre Gueriau:
Hierarchical Clustering of Spectral Images with Spatial Constraints for the Rapid Processing of Large and Heterogeneous Data Sets. SN Comput. Sci. 3(3): 194 (2022) - 2021
- [i1]Aude Sportisse, Christophe Biernacki, Claire Boyer, Julie Josse, Matthieu Marbac Lourdelle, Gilles Celeux, Fabien Laporte:
Model-based Clustering with Missing Not At Random Data. CoRR abs/2112.10425 (2021)
2010 – 2019
- 2019
- [j33]Gilles Celeux, Cathy Maugis-Rabusseau, Mohammed Sedki
Variable selection in model-based clustering and discriminant analysis with a regularization approach. Adv. Data Anal. Classif. 13(1): 259-278 (2019) - 2015
- [j32]Jean-Patrick Baudry, Margarida G. M. S. Cardoso, Gilles Celeux, Maria José Amorim, Ana Sousa Ferreira:
Enhancing the selection of a model-based clustering with external categorical variables. Adv. Data Anal. Classif. 9(2): 177-196 (2015) - [j31]Andrea Rau, Cathy Maugis-Rabusseau, Marie-Laure Martin-Magniette, Gilles Celeux:
Co-expression analysis of high-throughput transcriptome sequencing data with Poisson mixture models. Bioinform. 31(9): 1420-1427 (2015) - [j30]Jean-Patrick Baudry, Gilles Celeux:
EM for mixtures - Initialization requires special care. Stat. Comput. 25(4): 713-726 (2015) - [j29]Christine Keribin, Vincent Brault, Gilles Celeux, Gérard Govaert:
Estimation and selection for the latent block model on categorical data. Stat. Comput. 25(6): 1201-1216 (2015) - [c5]Jana Kalawoun, Patrick Pamphile, Gilles Celeux, Krystyna Biletska, Maxime Montaru
Estimation of the battery state of charge: A Switching Markov state-space model. EUSIPCO 2015: 1950-1954 - 2013
- [j28]Andrea Rau, Mélina Gallopin, Gilles Celeux, Florence Jaffrézic:
Data-based filtering for replicated high-throughput transcriptome sequencing experiments. Bioinform. 29(17): 2146-2152 (2013) - [j27]Vincent Vandewalle, Christophe Biernacki
A predictive deviance criterion for selecting a generative model in semi-supervised classification. Comput. Stat. Data Anal. 64: 220-236 (2013) - 2012
- [j26]Gilles Celeux:
Approximate Bayesian computation methods. Stat. Comput. 22(6): 1165-1166 (2012) - 2011
- [j25]Pierre Barbillon, Gilles Celeux, Agnès Grimaud, Yannick Lefebvre, Etienne de Rocquigny:
Nonlinear methods for inverse statistical problems. Comput. Stat. Data Anal. 55(1): 132-142 (2011) - [j24]Cathy Maugis, Gilles Celeux, Marie-Laure Martin-Magniette:
Variable selection in model-based discriminant analysis. J. Multivar. Anal. 102(10): 1374-1387 (2011) - [j23]Charles Bouveyron, Gilles Celeux, Stéphane Girard
Intrinsic dimension estimation by maximum likelihood in isotropic probabilistic PCA. Pattern Recognit. Lett. 32(14): 1706-1713 (2011)
2000 – 2009
- 2009
- [j22]Cathy Maugis, Gilles Celeux, Marie-Laure Martin-Magniette:
Variable selection in model-based clustering: A general variable role modeling. Comput. Stat. Data Anal. 53(11): 3872-3882 (2009) - [j21]Cathy Maugis, Marie-Laure Martin-Magniette, Jean-Philippe Tamby, Jean-Pierre Renou, Alain Lecharny, Sébastien Aubourg, Gilles Celeux:
Sélection de variables pour la classification par mélanges gaussiens pour prédire la fonction des gènes orphelins. Monde des Util. Anal. Données 40: 69-80 (2009) - 2008
- [j20]Gilles Celeux, Jean-Baptiste Durand
Selecting hidden Markov model state number with cross-validated likelihood. Comput. Stat. 23(4): 541-564 (2008) - 2007
- [c4]Damien Tessier, Marc Schoenauer, Christophe Biernacki
Parameter Setting for Evolutionary Latent Class Clustering. ISICA 2007: 472-484 - 2006
- [j19]Gilles Celeux, Jean-Michel Marin
Iterated importance sampling in missing data problems. Comput. Stat. Data Anal. 50(12): 3386-3404 (2006) - [j18]Christophe Biernacki
Model-based cluster and discriminant analysis with the MIXMOD software. Comput. Stat. Data Anal. 51(2): 587-600 (2006) - [j17]Christophe Biernacki, Gilles Celeux, Anwuli Echenim, Gérard Govaert, Florent Langrognet:
Le logiciel MIXMOD d'analyse de mélange pour la classification et l'analyse discriminante. Monde des Util. Anal. Données 35: 25-44 (2006) - [j16]Guillaume Bouchard, Gilles Celeux:
Selection of Generative Models in Classification. IEEE Trans. Pattern Anal. Mach. Intell. 28(4): 544-554 (2006) - [j15]Gilles Celeux, Franck Corset, André Lannoy, Benoît Ricard:
Designing a Bayesian network for preventive maintenance from expert opinions in a rapid and reliable way. Reliab. Eng. Syst. Saf. 91(7): 849-856 (2006) - [c3]Gilles Celeux:
Mixture Models for Classification. GfKl 2006: 3-14 - 2004
- [j14]Gilles Celeux, Jacinto C. Nascimento
Learning switching dynamic models for objects tracking. Pattern Recognit. 37(9): 1841-1853 (2004) - 2003
- [j13]Christophe Biernacki
Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models. Comput. Stat. Data Anal. 41(3-4): 561-575 (2003) - [j12]Gilles Celeux, Florence Forbes, Nathalie Peyrard:
EM procedures using mean field-like approximations for Markov model-based image segmentation. Pattern Recognit. 36(1): 131-144 (2003) - 2001
- [c2]Anne Guérin-Dugué, Gilles Celeux:
Discriminant Analysis on Dissimilarity Data : a New Fast Gaussian like Algorithm. AISTATS 2001: 117-122 - 2000
- [j11]Robert T. Collins, Christophe Biernacki, Gilles Celeux, Alan J. Lipton, Gérard Govaert, Takeo Kanade:
Introduction to the Special Section on Video Surveillance. IEEE Trans. Pattern Anal. Mach. Intell. 22(8): 745-746 (2000)
1990 – 1999
- 1999
- [j10]Christophe Biernacki
An improvement of the NEC criterion for assessing the number of clusters in a mixture model. Pattern Recognit. Lett. 20(3): 267-272 (1999) - 1998
- [c1]Gilles Celeux:
Bayesian Inference for Mixture: The Label Switching Problem. COMPSTAT 1998: 227-232 - 1997
- [j9]Halima Bensmail, Gilles Celeux, Adrian E. Raftery, Christian P. Robert:
Inference in model-based cluster analysis. Stat. Comput. 7(1): 1-10 (1997) - 1995
- [j8]Gilles Celeux, Gérard Govaert:
Gaussian parsimonious clustering models. Pattern Recognit. 28(5): 781-793 (1995) - 1993
- [j7]Sami Bochi, Gilles Celeux, Abdallah Mkhadri:
Le modèle d'indépendance conditionnelle : le programme DISIND. Monde des Util. Anal. Données 11: 1-6 (1993) - [j6]Gilles Celeux, Claudine Robert:
Une histoire de discrétisation. Monde des Util. Anal. Données 11: 7-20 (1993) - [j5]Claudine Robert, Gilles Celeux:
Réponse des auteurs. Monde des Util. Anal. Données 11: 43 (1993) - [j4]Sami Bochi, Gilles Celeux, Abdallah Mkhadri:
Notice du programme DISIND. Monde des Util. Anal. Données 11: 89-96 (1993) - 1991
- [j3]Gilles Celeux, Jean Clairambault:
Analyse Discriminante appliquée à l'étude du rythme cardiaque. Monde des Util. Anal. Données 8: 61-72 (1991) - [j2]Gilles Celeux, Jean Clairambault:
Analyse Discriminante appliquée à l'étude du rythme cardiaque: développements methodologiques. Monde des Util. Anal. Données 8: 73-80 (1991)
1980 – 1989
- 1989
- [j1]Gilles Celeux, Jean-Christophe Turlot:
Estimation de la qualité d'une règle discriminante. Monde des Util. Anal. Données 4: 37-46 (1989)
Coauthor Index
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