Gilles Celeux - RankMe

41 papers A 1Journal 36Unranked 4

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Model-based clustering with missing not at random data. Stat. Comput. Aude Sportisse, Matthieu Marbac, Fabien Laporte, Gilles Celeux, Claire Boyer, Julie Josse, Christophe Biernacki
2022	J	`jnl`	Hierarchical Clustering of Spectral Images with Spatial Constraints for the Rapid Processing of Large and Heterogeneous Data Sets. SN Comput. Sci. Gilles Celeux, Serge X. Cohen, Agnès Grimaud, Pierre Gueriau
2021	J	`jnl`	Model-based Clustering with Missing Not At Random Data. CoRR Aude Sportisse, Christophe Biernacki, Claire Boyer, Julie Josse, Matthieu Marbac Lourdelle, Gilles Celeux, Fabien Laporte
2019	J	`jnl`	Variable selection in model-based clustering and discriminant analysis with a regularization approach. Adv. Data Anal. Classif. Gilles Celeux, Cathy Maugis-Rabusseau, Mohammed Sedki
2015	J	`jnl`	Co-expression analysis of high-throughput transcriptome sequencing data with Poisson mixture models. Bioinform. Andrea Rau, Cathy Maugis-Rabusseau, Marie-Laure Martin-Magniette, Gilles Celeux
2015	J	`jnl`	EM for mixtures - Initialization requires special care. Stat. Comput. Jean-Patrick Baudry, Gilles Celeux
2015	J	`jnl`	Enhancing the selection of a model-based clustering with external categorical variables. Adv. Data Anal. Classif. Jean-Patrick Baudry, Margarida G. M. S. Cardoso, Gilles Celeux, Maria José Amorim, Ana Sousa Ferreira
2015	J	`jnl`	Estimation and selection for the latent block model on categorical data. Stat. Comput. Christine Keribin, Vincent Brault, Gilles Celeux, Gérard Govaert
2015	—	`conf`	Estimation of the battery state of charge: A Switching Markov state-space model. EUSIPCO Jana Kalawoun, Patrick Pamphile, Gilles Celeux, Krystyna Biletska, Maxime Montaru
2013	J	`jnl`	A predictive deviance criterion for selecting a generative model in semi-supervised classification. Comput. Stat. Data Anal. Vincent Vandewalle, Christophe Biernacki, Gilles Celeux, Gérard Govaert
2013	J	`jnl`	Data-based filtering for replicated high-throughput transcriptome sequencing experiments. Bioinform. Andrea Rau, Mélina Gallopin, Gilles Celeux, Florence Jaffrézic
2012	J	`jnl`	Approximate Bayesian computation methods. Stat. Comput. Gilles Celeux
2011	J	`jnl`	Intrinsic dimension estimation by maximum likelihood in isotropic probabilistic PCA. Pattern Recognit. Lett. Charles Bouveyron, Gilles Celeux, Stéphane Girard
2011	J	`jnl`	Nonlinear methods for inverse statistical problems. Comput. Stat. Data Anal. Pierre Barbillon, Gilles Celeux, Agnès Grimaud, Yannick Lefebvre, Etienne de Rocquigny
2011	J	`jnl`	Variable selection in model-based discriminant analysis. J. Multivar. Anal. Cathy Maugis, Gilles Celeux, Marie-Laure Martin-Magniette
2009	J	`jnl`	Sélection de variables pour la classification par mélanges gaussiens pour prédire la fonction des gènes orphelins. Monde des Util. Anal. Données Cathy Maugis, Marie-Laure Martin-Magniette, Jean-Philippe Tamby, Jean-Pierre Renou, Alain Lecharny, Sébastien Aubourg, Gilles Celeux
2009	J	`jnl`	Variable selection in model-based clustering: A general variable role modeling. Comput. Stat. Data Anal. Cathy Maugis, Gilles Celeux, Marie-Laure Martin-Magniette
2008	J	`jnl`	Selecting hidden Markov model state number with cross-validated likelihood. Comput. Stat. Gilles Celeux, Jean-Baptiste Durand
2007	—	`conf`	Parameter Setting for Evolutionary Latent Class Clustering. ISICA Damien Tessier, Marc Schoenauer, Christophe Biernacki, Gilles Celeux, Gérard Govaert
2006	J	`jnl`	Designing a Bayesian network for preventive maintenance from expert opinions in a rapid and reliable way. Reliab. Eng. Syst. Saf. Gilles Celeux, Franck Corset, André Lannoy, Benoît Ricard
2006	J	`jnl`	Iterated importance sampling in missing data problems. Comput. Stat. Data Anal. Gilles Celeux, Jean-Michel Marin, Christian P. Robert
2006	J	`jnl`	Le logiciel MIXMOD d'analyse de mélange pour la classification et l'analyse discriminante. Monde des Util. Anal. Données Christophe Biernacki, Gilles Celeux, Anwuli Echenim, Gérard Govaert, Florent Langrognet
2006	—	`conf`	Mixture Models for Classification. GfKl Gilles Celeux
2006	J	`jnl`	Model-based cluster and discriminant analysis with the MIXMOD software. Comput. Stat. Data Anal. Christophe Biernacki, Gilles Celeux, Gérard Govaert, Florent Langrognet
2006	J	`jnl`	Selection of Generative Models in Classification. IEEE Trans. Pattern Anal. Mach. Intell. Guillaume Bouchard, Gilles Celeux
2004	J	`jnl`	Learning switching dynamic models for objects tracking. Pattern Recognit. Gilles Celeux, Jacinto C. Nascimento, Jorge S. Marques
2003	J	`jnl`	Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models. Comput. Stat. Data Anal. Christophe Biernacki, Gilles Celeux, Gérard Govaert
2003	J	`jnl`	EM procedures using mean field-like approximations for Markov model-based image segmentation. Pattern Recognit. Gilles Celeux, Florence Forbes, Nathalie Peyrard
2001	A	`conf`	Discriminant Analysis on Dissimilarity Data : a New Fast Gaussian like Algorithm. AISTATS Anne Guérin-Dugué, Gilles Celeux
2000	J	`jnl`	Introduction to the Special Section on Video Surveillance. IEEE Trans. Pattern Anal. Mach. Intell. Robert T. Collins, Christophe Biernacki, Gilles Celeux, Alan J. Lipton, Gérard Govaert, Takeo Kanade
1999	J	`jnl`	An improvement of the NEC criterion for assessing the number of clusters in a mixture model. Pattern Recognit. Lett. Christophe Biernacki, Gilles Celeux, Gérard Govaert
1998	—	`conf`	Bayesian Inference for Mixture: The Label Switching Problem. COMPSTAT Gilles Celeux
1997	J	`jnl`	Inference in model-based cluster analysis. Stat. Comput. Halima Bensmail, Gilles Celeux, Adrian E. Raftery, Christian P. Robert
1995	J	`jnl`	Gaussian parsimonious clustering models. Pattern Recognit. Gilles Celeux, Gérard Govaert
1993	J	`jnl`	Le modèle d'indépendance conditionnelle : le programme DISIND. Monde des Util. Anal. Données Sami Bochi, Gilles Celeux, Abdallah Mkhadri
1993	J	`jnl`	Notice du programme DISIND. Monde des Util. Anal. Données Sami Bochi, Gilles Celeux, Abdallah Mkhadri
1993	J	`jnl`	Réponse des auteurs. Monde des Util. Anal. Données Claudine Robert, Gilles Celeux
1993	J	`jnl`	Une histoire de discrétisation. Monde des Util. Anal. Données Gilles Celeux, Claudine Robert
1991	J	`jnl`	Analyse Discriminante appliquée à l'étude du rythme cardiaque. Monde des Util. Anal. Données Gilles Celeux, Jean Clairambault
1991	J	`jnl`	Analyse Discriminante appliquée à l'étude du rythme cardiaque: développements methodologiques. Monde des Util. Anal. Données Gilles Celeux, Jean Clairambault
1989	J	`jnl`	Estimation de la qualité d'une règle discriminante. Monde des Util. Anal. Données Gilles Celeux, Jean-Christophe Turlot