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Author ID: govaert.gerard Recent zbMATH articles by "Govaert, Gérard"
Published as: Govaert, Gérard; Govaert, G.; Govaert, Gerard

Publications by Year

Citations contained in zbMATH Open

35 Publications have been cited 578 times in 404 Documents Cited by Year
Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models. Zbl 1429.62235
Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard
126
2003
A classification EM algorithm for clustering and two stochastic versions. Zbl 0937.62605
Celeux, Gilles; Govaert, Gérard
107
1992
Block clustering with Bernoulli mixture models: comparison of different approaches. Zbl 1452.62444
Govaert, Gérard; Nadif, Mohamed
46
2008
Clustering criteria for discrete data and latent class models. Zbl 0775.62150
Celeux, Gilles; Govaert, Gérard
34
1991
Model-based cluster and discriminant analysis with the MIXMOD software. Zbl 1157.62431
Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard; Langrognet, Florent
31
2006
An improvement of the NEC criterion for assessing the number of clusters in a mixture model. Zbl 0933.68117
Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard
27
1999
Estimation and selection for the latent block model on categorical data. Zbl 1331.62149
Keribin, Christine; Brault, Vincent; Celeux, Gilles; Govaert, Gérard
25
2015
Latent block model for contingency table. Zbl 1187.62117
Govaert, Gérard; Nadif, Mohamed
24
2010
Clustering for binary data and mixture models – choice of the model. Zbl 0910.62021
Nadif, M.; Govaert, G.
16
1997
Exact and Monte Carlo calculations of integrated likelihoods for the latent class model. Zbl 1203.62027
Biernacki, C.; Celeux, G.; Govaert, G.
14
2010
Simultaneous clustering of rows and columns. Zbl 0852.62055
Govaert, Gérard
13
1995
Model-based clustering and segmentation of time series with changes in regime. Zbl 1274.62427
Samé, Allou; Chamroukhi, Faicel; Govaert, Gérard; Aknin, Patrice
13
2011
Mutual information, phi-squared and model-based co-clustering for contingency tables. Zbl 1416.62309
Govaert, Gérard; Nadif, Mohamed
12
2018
Choosing models in model-based clustering and discriminant analysis. Zbl 1156.62335
Biernacki, Christophe; Govaert, Gérard
11
1999
Classification automatique avec distances adaptatives. Zbl 0375.62061
Diday, E.; Govaert, G.
11
1977
Block clustering of contingency table and mixture model. Zbl 1165.68418
Nadif, Mohamed; Govaert, Gérard
8
2005
Comparison of the mixture and the classification maximum likelihood in cluster analysis with binary data. Zbl 0900.62325
Govaert, G.; Nadif, M.
7
1996
EM algorithm for partially known labels. Zbl 1029.62056
Ambroise, C.; Govaert, G.
6
2000
Time series modeling by a regression approach based on a latent process. Zbl 1342.62144
Chamroukhi, Faicel; Samé, Allou; Govaert, Gérard; Aknin, Patrice
6
2009
La methode des nuees dynamiques. (The method of dynamic clusters). Zbl 0729.62574
Celeux, G.; Diday, E.; Govaert, G.; Lechevallier, Yl.; Ralambondrainy, H.
5
1987
Model selection for Gaussian latent block clustering with the integrated classification likelihood. Zbl 1416.62349
Lomet, Aurore; Govaert, Gérard; Grandvalet, Yves
4
2018
Block Bernoulli parsimonious clustering models. Zbl 1181.68234
Govaert, Gérard; Nadif, Mohamed
4
2007
Clustering of contingency table and mixture model. Zbl 1138.62035
Govaert, Gérard; Nadif, Mohamed
4
2007
Binary clustering with missing data. Zbl 0800.62322
Nadif, M.; Govaert, G.
3
1993
A classification EM algorithm for binned data. Zbl 1157.62445
Samé, Allou; Ambroise, Christophe; Govaert, Gérard
3
2006
Data analysis. Translation from the French. Zbl 1328.62024
3
2009
Clustering in pattern recognition. Zbl 0503.68065
Diday, E.; Govaert, G.; Lechevallier, Y.; Sidi, J.
3
1981
Latent class models for categorical data. Zbl 1396.62125
Celeux, G.; Govaert, Gérard
2
2016
Classification avec distance adaptative. Zbl 0283.68065
Diday, Edwin; Govaert, Gerard
2
1974
Constrained clustering and Kohonen self-organizing maps. Zbl 0877.62064
Ambroise, Christophe; Govaert, Gérard
2
1996
Topographic Bernoulli block mixture mapping for binary tables. Zbl 1328.62389
Priam, Rodolphe; Nadif, Mohamed; Govaert, Gérard
2
2014
Special issue on “New trends on model-based clustering and classification”. Preface by the guest editors. Zbl 1476.00069
1
2015
A predictive deviance criterion for selecting a generative model in semi-supervised classification. Zbl 1468.62202
Vandewalle, Vincent; Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard
1
2013
Data analysis. (Analyse des données.) Zbl 1304.62026
1
2003
A mixture model-based on-line CEM algorithm. Zbl 1165.68429
Samé, Allou; Govaert, Gérard; Ambroise, Christophe
1
2005
Mutual information, phi-squared and model-based co-clustering for contingency tables. Zbl 1416.62309
Govaert, Gérard; Nadif, Mohamed
12
2018
Model selection for Gaussian latent block clustering with the integrated classification likelihood. Zbl 1416.62349
Lomet, Aurore; Govaert, Gérard; Grandvalet, Yves
4
2018
Latent class models for categorical data. Zbl 1396.62125
Celeux, G.; Govaert, Gérard
2
2016
Estimation and selection for the latent block model on categorical data. Zbl 1331.62149
Keribin, Christine; Brault, Vincent; Celeux, Gilles; Govaert, Gérard
25
2015
Special issue on “New trends on model-based clustering and classification”. Preface by the guest editors. Zbl 1476.00069
1
2015
Topographic Bernoulli block mixture mapping for binary tables. Zbl 1328.62389
Priam, Rodolphe; Nadif, Mohamed; Govaert, Gérard
2
2014
A predictive deviance criterion for selecting a generative model in semi-supervised classification. Zbl 1468.62202
Vandewalle, Vincent; Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard
1
2013
Model-based clustering and segmentation of time series with changes in regime. Zbl 1274.62427
Samé, Allou; Chamroukhi, Faicel; Govaert, Gérard; Aknin, Patrice
13
2011
Latent block model for contingency table. Zbl 1187.62117
Govaert, Gérard; Nadif, Mohamed
24
2010
Exact and Monte Carlo calculations of integrated likelihoods for the latent class model. Zbl 1203.62027
Biernacki, C.; Celeux, G.; Govaert, G.
14
2010
Time series modeling by a regression approach based on a latent process. Zbl 1342.62144
Chamroukhi, Faicel; Samé, Allou; Govaert, Gérard; Aknin, Patrice
6
2009
Data analysis. Translation from the French. Zbl 1328.62024
3
2009
Block clustering with Bernoulli mixture models: comparison of different approaches. Zbl 1452.62444
Govaert, Gérard; Nadif, Mohamed
46
2008
Block Bernoulli parsimonious clustering models. Zbl 1181.68234
Govaert, Gérard; Nadif, Mohamed
4
2007
Clustering of contingency table and mixture model. Zbl 1138.62035
Govaert, Gérard; Nadif, Mohamed
4
2007
Model-based cluster and discriminant analysis with the MIXMOD software. Zbl 1157.62431
Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard; Langrognet, Florent
31
2006
A classification EM algorithm for binned data. Zbl 1157.62445
Samé, Allou; Ambroise, Christophe; Govaert, Gérard
3
2006
Block clustering of contingency table and mixture model. Zbl 1165.68418
Nadif, Mohamed; Govaert, Gérard
8
2005
A mixture model-based on-line CEM algorithm. Zbl 1165.68429
Samé, Allou; Govaert, Gérard; Ambroise, Christophe
1
2005
Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models. Zbl 1429.62235
Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard
126
2003
Data analysis. (Analyse des données.) Zbl 1304.62026
1
2003
EM algorithm for partially known labels. Zbl 1029.62056
Ambroise, C.; Govaert, G.
6
2000
An improvement of the NEC criterion for assessing the number of clusters in a mixture model. Zbl 0933.68117
Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard
27
1999
Choosing models in model-based clustering and discriminant analysis. Zbl 1156.62335
Biernacki, Christophe; Govaert, Gérard
11
1999
Clustering for binary data and mixture models – choice of the model. Zbl 0910.62021
Nadif, M.; Govaert, G.
16
1997
Comparison of the mixture and the classification maximum likelihood in cluster analysis with binary data. Zbl 0900.62325
Govaert, G.; Nadif, M.
7
1996
Constrained clustering and Kohonen self-organizing maps. Zbl 0877.62064
Ambroise, Christophe; Govaert, Gérard
2
1996
Simultaneous clustering of rows and columns. Zbl 0852.62055
Govaert, Gérard
13
1995
Binary clustering with missing data. Zbl 0800.62322
Nadif, M.; Govaert, G.
3
1993
A classification EM algorithm for clustering and two stochastic versions. Zbl 0937.62605
Celeux, Gilles; Govaert, Gérard
107
1992
Clustering criteria for discrete data and latent class models. Zbl 0775.62150
Celeux, Gilles; Govaert, Gérard
34
1991
La methode des nuees dynamiques. (The method of dynamic clusters). Zbl 0729.62574
Celeux, G.; Diday, E.; Govaert, G.; Lechevallier, Yl.; Ralambondrainy, H.
5
1987
Clustering in pattern recognition. Zbl 0503.68065
Diday, E.; Govaert, G.; Lechevallier, Y.; Sidi, J.
3
1981
Classification automatique avec distances adaptatives. Zbl 0375.62061
Diday, E.; Govaert, G.
11
1977
Classification avec distance adaptative. Zbl 0283.68065
Diday, Edwin; Govaert, Gerard
2
1974
all top 5

Cited by 653 Authors

19 Bouveyron, Charles
19 Govaert, Gérard
18 Punzo, Antonio
17 Celeux, Gilles
17 Melnykov, Volodymyr
15 Nadif, Mohamed
14 Biernacki, Christophe
14 Latouche, Pierre
9 García-Escudero, Luis Angel
9 Mayo-Iscar, Agustin
9 McNicholas, Paul D.
8 de A. T. de Carvalho, Francisco
8 Zhu, Xuwen
7 Ambroise, Christophe
7 Jacques, Julien
6 Browne, Ryan P.
6 Ingrassia, Salvatore
6 Marbac, Matthieu
6 Volkovich, Vladimir E.
5 Bartolucci, Francesco
5 Gordaliza, Alfonso
5 Lechevallier, Yves
5 Lember, Jüri
5 Lin, Tsung I.
5 Maruotti, Antonello
5 Michael, Semhar
5 Murphy, Thomas Brendan
5 Verde, Rosanna
4 Alfò, Marco
4 Arnold, Richard A.
4 Barzily, Zeev
4 Baudry, Jean-Patrick
4 Bock, Hans-Hermann
4 Brault, Vincent
4 Côme, Etienne
4 Corneli, Marco
4 Fernández, Daniel
4 Galimberti, Giuliano
4 Koloydenko, Alexey Alexandrovich
4 Lagona, Francesco
4 Martin-Magniette, Marie-Laure
4 Maugis, Cathy
4 McLachlan, Geoffrey John
4 Nguyen, Hien Duy
4 Pandolfi, Silvia
4 Soffritti, Gabriele
4 Toledano-Kitai, Dvora
4 Viroli, Cinzia
4 Yang, Miin-Shen
3 Anderlucci, Laura
3 Avros, Renata
3 Bagnato, Luca
3 Balzanella, Antonio
3 Chamroukhi, Faicel
3 DeSarbo, Wayne S.
3 Friel, Nial
3 Girard, Stéphane
3 Gyllenberg, Mats
3 Jouvin, Nicolas
3 Koski, Timo J. T.
3 Labiod, Lazhar
3 Liu, Ivy
3 Lourme, Alexandre
3 Maitra, Ranjan
3 Mariadassou, Mahendra
3 Marinaki, Magdalene
3 Marinakis, Yannis
3 Martella, Francesca
3 Matrán, Carlos
3 Matsatsinis, Nikolaos F.
3 Montanari, Giorgio Eduardo
3 Picone, Marco
3 Pledger, Shirley
3 Rastelli, Riccardo
3 Riani, Marco
3 Robin, Stéphane
3 Rossi, Fabrice
3 Samé, Allou
3 Sarkar, Shuchismita
3 Schepers, Jan
3 Sedki, Mohammed A.
3 Tomarchio, Salvatore D.
3 Van Mechelen, Iven
3 Vandewalle, Vincent
3 Vichi, Maurizio
3 Vittadini, Giorgio
3 Weber, Gerhard-Wilhelm
3 Zopounidis, Constantin
2 Aknin, Patrice
2 Alquier, Pierre
2 Andrews, Jeffrey L.
2 Bacci, Silvia
2 Birmele, Etienne
2 Boulle, Marc
2 Brunet, Camille
2 Costilla, Roy
2 Dean, Nema
2 Denœux, Thierry
2 Doumpos, Michael
2 Faria, Susana
...and 553 more Authors
all top 5

Cited in 81 Serials

72 Computational Statistics and Data Analysis
42 Advances in Data Analysis and Classification. ADAC
38 Statistics and Computing
27 Journal of Classification
19 Computational Statistics
12 Pattern Recognition
12 The Annals of Applied Statistics
9 Electronic Journal of Statistics
8 Journal of Statistical Computation and Simulation
8 Journal of Applied Statistics
8 Statistical Modelling
7 Journal of Multivariate Analysis
6 Psychometrika
6 Communications in Statistics. Simulation and Computation
6 Statistical Papers
5 Communications in Statistics. Theory and Methods
5 European Journal of Operational Research
5 Data Mining and Knowledge Discovery
4 Fuzzy Sets and Systems
4 Journal of Statistical Planning and Inference
4 Metron
4 Machine Learning
3 Biometrical Journal
3 Information Sciences
3 Annals of Operations Research
3 Neural Computation
3 Bernoulli
3 Journal of Computational and Graphical Statistics
2 The Canadian Journal of Statistics
2 Computers & Mathematics with Applications
2 International Statistical Review
2 Insurance Mathematics & Economics
2 Neural Networks
2 Journal of Global Optimization
2 PAA. Pattern Analysis and Applications
2 Statistical Applications in Genetics and Molecular Biology
2 Statistical Analysis and Data Mining
2 AStA. Advances in Statistical Analysis
2 Operational Research. An International Journal
2 Journal of Agricultural, Biological, and Environmental Statistics
1 Biological Cybernetics
1 Journal of the Franklin Institute
1 Linear and Multilinear Algebra
1 Metrika
1 Physica A
1 Scandinavian Journal of Statistics
1 Annals of the Institute of Statistical Mathematics
1 The Annals of Statistics
1 Biometrics
1 Journal of the American Statistical Association
1 Kybernetika
1 Theoretical Computer Science
1 OR Spektrum
1 Statistics & Probability Letters
1 Revue de Statistique Appliquée
1 Acta Applicandae Mathematicae
1 Journal of Symbolic Computation
1 Statistical Science
1 International Journal of Approximate Reasoning
1 Journal of Theoretical Probability
1 Economics Letters
1 YUJOR. Yugoslav Journal of Operations Research
1 Applied Mathematical Modelling
1 Journal of Mathematical Imaging and Vision
1 Test
1 International Journal of Computer Vision
1 Journal of Computational Neuroscience
1 Soft Computing
1 Journal of the Royal Statistical Society. Series C. Applied Statistics
1 Computational Geosciences
1 CEJOR. Central European Journal of Operations Research
1 Methodology and Computing in Applied Probability
1 International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
1 Statistical Methods in Medical Research
1 International Journal of Wavelets, Multiresolution and Information Processing
1 International Journal of Computational Methods
1 International Journal of Computational Intelligence and Applications
1 Mathematical Biosciences and Engineering
1 Statistics Surveys
1 Sankhyā. Series B
1 Dependence Modeling

Citations by Year