Rmixmod : The R Package of the Model-Based Unsupervised, Supervised, and Semi-Supervised Classification Mixmod Library
Lebret, Rémi, Iovleff, Serge, Langrognet, Florent, Biernacki, Christophe, Celeux, Gilles, Govaert, Gérard
Published in Journal of statistical software (01.10.2015)
Published in Journal of statistical software (01.10.2015)
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Journal Article
Mutual information, phi-squared and model-based co-clustering for contingency tables
Govaert, Gérard, Nadif, Mohamed
Published in Advances in data analysis and classification (01.09.2018)
Published in Advances in data analysis and classification (01.09.2018)
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Journal Article
Estimation and selection for the latent block model on categorical data
Keribin, Christine, Brault, Vincent, Celeux, Gilles, Govaert, Gérard
Published in Statistics and computing (01.11.2015)
Published in Statistics and computing (01.11.2015)
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Journal Article
blockcluster : An R Package for Model-Based Co-Clustering
Bhatia, Parmeet Singh, Iovleff, Serge, Govaert, Gérard
Published in Journal of statistical software (2017)
Published in Journal of statistical software (2017)
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Journal Article
An improvement of the NEC criterion for assessing the number of clusters in a mixture model
Biernacki, Christophe, Celeux, Gilles, Govaert, Gérard
Published in Pattern recognition letters (01.03.1999)
Published in Pattern recognition letters (01.03.1999)
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Journal Article
Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models
Biernacki, Christophe, Celeux, Gilles, Govaert, Gérard
Published in Computational statistics & data analysis (01.01.2003)
Published in Computational statistics & data analysis (01.01.2003)
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Journal Article
Conference Proceeding
Model-based cluster and discriminant analysis with the MIXMOD software
Biernacki, Christophe, Celeux, Gilles, Govaert, Gérard, Langrognet, Florent
Published in Computational statistics & data analysis (15.11.2006)
Published in Computational statistics & data analysis (15.11.2006)
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Journal Article
Generalized topographic block model
Priam, Rodolphe, Nadif, Mohamed, Govaert, Gérard
Published in Neurocomputing (Amsterdam) (15.01.2016)
Published in Neurocomputing (Amsterdam) (15.01.2016)
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Journal Article
Clustering the Vélib׳ dynamic Origin/Destination flows using a family of Poisson mixture models
Randriamanamihaga, Andry Njato, Côme, Etienne, Oukhellou, Latifa, Govaert, Gérard
Published in Neurocomputing (Amsterdam) (02.10.2014)
Published in Neurocomputing (Amsterdam) (02.10.2014)
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Journal Article
Conference Proceeding
Model-based clustering and segmentation of time series with changes in regime
Samé, Allou, Chamroukhi, Faicel, Govaert, Gérard, Aknin, Patrice
Published in Advances in data analysis and classification (01.12.2011)
Published in Advances in data analysis and classification (01.12.2011)
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Journal Article
A hidden process regression model for functional data description. Application to curve discrimination
Chamroukhi, Faicel, Samé, Allou, Govaert, Gérard, Aknin, Patrice
Published in Neurocomputing (Amsterdam) (01.03.2010)
Published in Neurocomputing (Amsterdam) (01.03.2010)
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Journal Article
Latent Block Model for Contingency Table
Govaert, Gérard, Nadif, Mohamed
Published in Communications in statistics. Theory and methods (01.01.2010)
Published in Communications in statistics. Theory and methods (01.01.2010)
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Journal Article
Conference Proceeding
Time series modeling by a regression approach based on a latent process
Chamroukhi, Faicel, Samé, Allou, Govaert, Gérard, Aknin, Patrice
Published in Neural networks (01.07.2009)
Published in Neural networks (01.07.2009)
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Journal Article
Conference Proceeding
A variational Expectation–Maximization algorithm for temporal data clustering
El Assaad, Hani, Samé, Allou, Govaert, Gérard, Aknin, Patrice
Published in Computational statistics & data analysis (01.11.2016)
Published in Computational statistics & data analysis (01.11.2016)
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Journal Article
Development of a spatial stochastic multimedia exposure model to assess population exposure at a regional scale
Caudeville, Julien, Bonnard, Roseline, Boudet, Céline, Denys, Sébastien, Govaert, Gérard, Cicolella, André
Published in The Science of the total environment (15.08.2012)
Published in The Science of the total environment (15.08.2012)
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Journal Article