Gérard Govaert

72 papers A* 1B 11C 3Journal 40Unranked 17

Year	Rank	Type	Title / Venue / Authors
2018	J	`jnl`	Model selection for Gaussian latent block clustering with the integrated classification likelihood. Adv. Data Anal. Classif. Aurore Lomet, Gérard Govaert, Yves Grandvalet
2018	J	`jnl`	Mutual information, phi-squared and model-based co-clustering for contingency tables. Adv. Data Anal. Classif. Gérard Govaert, Mohamed Nadif
2017	J	`jnl`	Segmental dynamic factor analysis for time series of curves. Stat. Comput. Allou Samé, Gérard Govaert
2016	J	`jnl`	A variational Expectation-Maximization algorithm for temporal data clustering. Comput. Stat. Data Anal. Hani El Assaad, Allou Samé, Gérard Govaert, Patrice Aknin
2016	J	`jnl`	Generalized topographic block model. Neurocomputing Rodolphe Priam, Mohamed Nadif, Gérard Govaert
2015	J	`jnl`	Estimation and selection for the latent block model on categorical data. Stat. Comput. Christine Keribin, Vincent Brault, Gilles Celeux, Gérard Govaert
2014	J	`jnl`	Clustering the Vélib' dynamic Origin/Destination flows using a family of Poisson mixture models. Neurocomputing Andry Njato Randriamanamihaga, Etienne Côme, Latifa Oukhellou, Gérard Govaert
2014	J	`jnl`	Topographic Bernoulli block mixture mapping for binary tables. Pattern Anal. Appl. Rodolphe Priam, Mohamed Nadif, Gérard Govaert
2013	J	`jnl`	A hidden process regression model for functional data description. Application to curve discrimination. CoRR Faicel Chamroukhi, Allou Samé, Gérard Govaert, Patrice Aknin
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`	A regression model with a hidden logistic process for feature extraction from time series. CoRR Faicel Chamroukhi, Allou Samé, Gérard Govaert, Patrice Aknin
2013	J	`jnl`	A regression model with a hidden logistic process for signal parametrization. CoRR Faicel Chamroukhi, Allou Samé, Gérard Govaert, Patrice Aknin
2013	B	`conf`	Clustering the Vélib' origin-destinations flows by means of Poisson mixture models. ESANN Andry Njato Randriamanamihaga, Etienne Côme, Latifa Oukhellou, Gérard Govaert
2013	—	`conf`	Extraction des nombres de Betti avec un modèle génératif. EGC Maxime Maillot, Michaël Aupetit, Gérard Govaert
2013	B	`conf`	Gaussian Topographic Co-clustering Model. IDA Rodolphe Priam, Mohamed Nadif, Gérard Govaert
2013	C	`conf`	Model-Based Clustering of Temporal Data. ICANN Hani El Assaad, Allou Samé, Gérard Govaert, Patrice Aknin
2013	J	`jnl`	Model-based clustering and segmentation of time series with changes in regime. CoRR Allou Samé, Faicel Chamroukhi, Gérard Govaert, Patrice Aknin
2013	J	`jnl`	Model-based clustering with Hidden Markov Model regression for time series with regime changes. CoRR Faicel Chamroukhi, Allou Samé, Patrice Aknin, Gérard Govaert
2013	J	`jnl`	Modèle à processus latent et algorithme EM pour la régression non linéaire. CoRR Faicel Chamroukhi, Allou Samé, Gérard Govaert, Patrice Aknin
2013	J	`jnl`	Time series modeling by a regression approach based on a latent process. CoRR Faicel Chamroukhi, Allou Samé, Gérard Govaert, Patrice Aknin
2012	B	`conf`	A generative model that learns Betti numbers from a data set. ESANN Maxime Maillot, Michaël Aupetit, Gérard Govaert
2012	—	`conf`	An Approximation of the Integrated Classification Likelihood for the Latent Block Model. ICDM Workshops Aurore Lomet, Gérard Govaert, Yves Grandvalet
2012	A*	`conf`	An Efficient Approach to Sparse Linear Discriminant Analysis. ICML Luis Francisco Sánchez Merchante, Yves Grandvalet, Gérard Govaert
2012	—	`conf`	Nonlinear Mapping by Constrained Co-clustering. ICPRAM (1) Rodolphe Priam, Mohamed Nadif, Gérard Govaert
2012	—	`conf`	Online Time Series Segmentation Using Temporal Mixture Models and Bayesian Model Selection. ICMLA (1) Allou Samé, Gérard Govaert
2011	J	`jnl`	Model-based clustering and segmentation of time series with changes in regime. Adv. Data Anal. Classif. Allou Samé, Faicel Chamroukhi, Gérard Govaert, Patrice Aknin
2011	B	`conf`	Model-based clustering with Hidden Markov Model regression for time series with regime changes. IJCNN Faicel Chamroukhi, Allou Samé, Patrice Aknin, Gérard Govaert
2010	J	`jnl`	A hidden process regression model for functional data description. Application to curve discrimination. Neurocomputing Faicel Chamroukhi, Allou Samé, Gérard Govaert, Patrice Aknin
2010	C	`conf`	Model-Based Co-clustering for Continuous Data. ICMLA Mohamed Nadif, Gérard Govaert
2010	J	`jnl`	Un graphe génératif pour la classification semi-supervisée. Ingénierie des Systèmes d Inf. Pierre Gaillard, Michaël Aupetit, Gérard Govaert
2009	B	`conf`	A regression model with a hidden logistic process for feature extraction from time series. IJCNN Faicel Chamroukhi, Allou Samé, Gérard Govaert, Patrice Aknin
2009	B	`conf`	A regression model with a hidden logistic process for signal parametrization. ESANN Faicel Chamroukhi, Allou Samé, Gérard Govaert, Patrice Aknin
2009	J	`jnl`	Le Graphe Génératif Gaussien. Monde des Util. Anal. Données Pierre Gaillard, Michaël Aupetit, Gérard Govaert
2009	J	`jnl`	Time series modeling by a regression approach based on a latent process. Neural Networks Faicel Chamroukhi, Allou Samé, Gérard Govaert, Patrice Aknin
2008	—	`conf`	Algorithms for Model-based Block Gaussian Clustering. DMIN Mohamed Nadif, Gérard Govaert
2008	—	`conf`	Binary Block GTM : Carte auto-organisatrice probabiliste pour les grands tableaux binaires. EGC Rodolphe Priam, Mohamed Nadif, Gérard Govaert
2008	J	`jnl`	Block clustering with Bernoulli mixture models: Comparison of different approaches. Comput. Stat. Data Anal. Gérard Govaert, Mohamed Nadif
2008	J	`jnl`	Learning topology of a labeled data set with the supervised generative Gaussian graph. Neurocomputing Pierre Gaillard, Michaël Aupetit, Gérard Govaert
2008	—	`conf`	The Block Generative Topographic Mapping. ANNPR Rodolphe Priam, Mohamed Nadif, Gérard Govaert
2008	—	`conf`	Un modèle génératif pour l'Apprentissage de la Topologie. AAFD Michaël Aupetit, Pierre Gaillard, Gérard Govaert
2007	J	`jnl`	An online classification EM algorithm based on the mixture model. Stat. Comput. Allou Samé, Christophe Ambroise, Gérard Govaert
2007	—	`conf`	Apprentissage statistique de la topologie d'un ensemble de données étiquetées. EGC Pierre Gaillard, Michaël Aupetit, Gérard Govaert
2007	J	`jnl`	Clustering of contingency table and mixture model. Eur. J. Oper. Res. Gérard Govaert, Mohamed Nadif
2007	B	`conf`	Learning topology of a labeled data set with the supervised generative gaussian graph. ESANN Pierre Gaillard, Michaël Aupetit, Gérard Govaert
2007	—	`conf`	Parameter Setting for Evolutionary Latent Class Clustering. ISICA Damien Tessier, Marc Schoenauer, Christophe Biernacki, Gilles Celeux, Gérard Govaert
2006	J	`jnl`	A classification EM algorithm for binned data. Comput. Stat. Data Anal. Allou Samé, Christophe Ambroise, Gérard Govaert
2006	—	`conf`	Classification d'un tableau de contingence et modèle probabiliste. EGC Gérard Govaert, Mohamed Nadif
2006	J	`jnl`	Fuzzy clustering to estimate the parameters of block mixture models. Soft Comput. Gérard Govaert, Mohamed Nadif
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	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`	Preface. Soft Comput. Gérard Govaert, Reiner Hähnle, Mohamed Nadif
2005	—	`conf`	A Comparison Between Block CEM and Two-Way CEM Algorithms to Cluster a Contingency Table. PKDD Mohamed Nadif, Gérard Govaert
2005	B	`conf`	A Mixture Model-Based On-line CEM Algorithm. IDA Allou Samé, Gérard Govaert, Christophe Ambroise
2005	J	`jnl`	An EM Algorithm for the Block Mixture Model. IEEE Trans. Pattern Anal. Mach. Intell. Gérard Govaert, Mohamed Nadif
2005	B	`conf`	Block Clustering of Contingency Table and Mixture Model. IDA Mohamed Nadif, Gérard Govaert
2005	C	`conf`	Block clustering via the block GEM and two-way EM algorithms. AICCSA Mohamed Nadif, Gérard Govaert
2005	—	`conf`	Classification d'un tableau de contingence et modèle probabiliste. EGC Gérard Govaert, Mohamed Nadif
2005	B	`conf`	Mixture Model Clustering of Uncertain Data. FUZZ-IEEE Hani Hamdan, Gérard Govaert
2004	—	`conf`	CEM algorithm for imprecise data. Application to flaw diagnosis using acoustic emission. SMC (5) Hani Hamdan, Gérard Govaert
2003	B	`conf`	A Mixture Model Approach for Binned Data Clustering. IDA Allou Samé, Christophe Ambroise, Gérard Govaert
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	—	`conf`	Classification croisée sur des données binaires de grande taille. EGC François-Xavier Jollois, Mohamed Nadif, Gérard Govaert
2003	J	`jnl`	Clustering with block mixture models. Pattern Recognit. Gérard Govaert, Mohamed Nadif
2002	—	`conf`	Parameters Estimation of Block Mixture Models. COMPSTAT Mohamed Nadif, Gérard Govaert
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	J	`jnl`	Convergence of an EM-type algorithm for spatial clustering. Pattern Recognit. Lett. Christophe Ambroise, Gérard Govaert
1998	J	`jnl`	Fuzzy clustering of spatial binary data. Kybernetika Mô Dang, Gérard Govaert
1998	—	`conf`	Spatial Clustering Techniques: An Experimental Comparison. COMPSTAT Mô Dang, Gérard Govaert
1995	J	`jnl`	Gaussian parsimonious clustering models. Pattern Recognit. Gilles Celeux, Gérard Govaert
1993	J	`jnl`	Commentaires sur l'article de G. CELEUX et de C. ROBERT. Monde des Util. Anal. Données Gérard Govaert
1989	J	`jnl`	La classification croisée. Monde des Util. Anal. Données Gérard Govaert