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Bouveyron, Charles

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Author ID: bouveyron.charles Recent zbMATH articles by "Bouveyron, Charles"
Published as: Bouveyron, Charles; Bouveyron, C.
Documents Indexed: 30 Publications since 2007, including 1 Book

Publications by Year

Citations contained in zbMATH Open

19 Publications have been cited 163 times in 156 Documents Cited by Year
High-dimensional data clustering. Zbl 1452.62433
Bouveyron, C.; Girard, S.; Schmid, C.
56
2007
Simultaneous model-based clustering and visualization in the Fisher discriminative subspace. Zbl 1322.62162
Bouveyron, Charles; Brunet, Camille
18
2012
Model-based clustering of time series in group-specific functional subspaces. Zbl 1274.62416
Bouveyron, Charles; Jacques, Julien
18
2011
Discriminative variable selection for clustering with the sparse Fisher-EM algorithm. Zbl 1306.65033
Bouveyron, Charles; Brunet-Saumard, Camille
13
2014
High-dimensional discriminant analysis. Zbl 1128.62072
Bouveyron, Charles; Girard, Stéphane; Schmid, Cordelia
12
2007
Robust supervised classification with mixture models: learning from data with uncertain labels. Zbl 1175.68313
Bouveyron, Charles; Girard, Stéphane
8
2009
The discriminative functional mixture model for a comparative analysis of bike sharing systems. Zbl 1397.62511
Bouveyron, Charles; Côme, Etienne; Jacques, Julien
7
2015
The random subgraph model for the analysis of an ecclesiastical network in Merovingian Gaul. Zbl 1454.62539
Jernite, Yacine; Latouche, Pierre; Bouveyron, Charles; Rivera, Patrick; Jegou, Laurent; Lamassé, Stéphane
5
2014
The dynamic random subgraph model for the clustering of evolving networks. Zbl 1417.62182
Zreik, Rawya; Latouche, Pierre; Bouveyron, Charles
4
2017
Kernel discriminant analysis and clustering with parsimonious Gaussian process models. Zbl 1331.62302
Bouveyron, C.; Fauvel, M.; Girard, S.
3
2015
Combining a relaxed EM algorithm with Occam’s razor for Bayesian variable selection in high-dimensional regression. Zbl 1334.62114
Latouche, Pierre; Mattei, Pierre-Alexandre; Bouveyron, Charles; Chiquet, Julien
3
2016
Bayesian variable selection for globally sparse probabilistic PCA. Zbl 1412.62077
Bouveyron, Charles; Latouche, Pierre; Mattei, Pierre-Alexandre
3
2018
Model-based clustering of high-dimensional data streams with online mixture of probabilistic PCA. Zbl 1273.62137
Bellas, Anastasios; Bouveyron, Charles; Cottrell, Marie; Lacaille, Jérôme
3
2013
Adaptive mixtures of regressions: improving predictive inference when population has changed. Zbl 1462.62409
Bouveyron, C.; Jacques, J.
2
2014
Adaptive mixture discriminant analysis for supervised learning with unobserved classes. Zbl 1360.62315
Bouveyron, Charles
2
2014
Theoretical and practical considerations on the convergence properties of the Fisher-EM algorithm. Zbl 1352.62099
Bouveyron, Charles; Brunet, Camille
2
2012
Model-based clustering and classification for data science. With applications in R. Zbl 1436.62006
Bouveyron, Charles; Celeux, Gilles; Murphy, T. Brendan; Raftery, Adrian E.
2
2019
On the estimation of the latent discriminative subspace in the Fisher-EM algorithm. Zbl 1316.62082
Bouveyron, Charles; Brunet, Camille
1
2011
Statistic in high dimension: problems and challenges. (Statistique en grande dimension: problématiques et enjeux.) Zbl 1316.00032
Bouveyron, Charles (ed.)
1
2014
Model-based clustering and classification for data science. With applications in R. Zbl 1436.62006
Bouveyron, Charles; Celeux, Gilles; Murphy, T. Brendan; Raftery, Adrian E.
2
2019
Bayesian variable selection for globally sparse probabilistic PCA. Zbl 1412.62077
Bouveyron, Charles; Latouche, Pierre; Mattei, Pierre-Alexandre
3
2018
The dynamic random subgraph model for the clustering of evolving networks. Zbl 1417.62182
Zreik, Rawya; Latouche, Pierre; Bouveyron, Charles
4
2017
Combining a relaxed EM algorithm with Occam’s razor for Bayesian variable selection in high-dimensional regression. Zbl 1334.62114
Latouche, Pierre; Mattei, Pierre-Alexandre; Bouveyron, Charles; Chiquet, Julien
3
2016
The discriminative functional mixture model for a comparative analysis of bike sharing systems. Zbl 1397.62511
Bouveyron, Charles; Côme, Etienne; Jacques, Julien
7
2015
Kernel discriminant analysis and clustering with parsimonious Gaussian process models. Zbl 1331.62302
Bouveyron, C.; Fauvel, M.; Girard, S.
3
2015
Discriminative variable selection for clustering with the sparse Fisher-EM algorithm. Zbl 1306.65033
Bouveyron, Charles; Brunet-Saumard, Camille
13
2014
The random subgraph model for the analysis of an ecclesiastical network in Merovingian Gaul. Zbl 1454.62539
Jernite, Yacine; Latouche, Pierre; Bouveyron, Charles; Rivera, Patrick; Jegou, Laurent; Lamassé, Stéphane
5
2014
Adaptive mixtures of regressions: improving predictive inference when population has changed. Zbl 1462.62409
Bouveyron, C.; Jacques, J.
2
2014
Adaptive mixture discriminant analysis for supervised learning with unobserved classes. Zbl 1360.62315
Bouveyron, Charles
2
2014
Statistic in high dimension: problems and challenges. (Statistique en grande dimension: problématiques et enjeux.) Zbl 1316.00032
Bouveyron, Charles
1
2014
Model-based clustering of high-dimensional data streams with online mixture of probabilistic PCA. Zbl 1273.62137
Bellas, Anastasios; Bouveyron, Charles; Cottrell, Marie; Lacaille, Jérôme
3
2013
Simultaneous model-based clustering and visualization in the Fisher discriminative subspace. Zbl 1322.62162
Bouveyron, Charles; Brunet, Camille
18
2012
Theoretical and practical considerations on the convergence properties of the Fisher-EM algorithm. Zbl 1352.62099
Bouveyron, Charles; Brunet, Camille
2
2012
Model-based clustering of time series in group-specific functional subspaces. Zbl 1274.62416
Bouveyron, Charles; Jacques, Julien
18
2011
On the estimation of the latent discriminative subspace in the Fisher-EM algorithm. Zbl 1316.62082
Bouveyron, Charles; Brunet, Camille
1
2011
Robust supervised classification with mixture models: learning from data with uncertain labels. Zbl 1175.68313
Bouveyron, Charles; Girard, Stéphane
8
2009
High-dimensional data clustering. Zbl 1452.62433
Bouveyron, C.; Girard, S.; Schmid, C.
56
2007
High-dimensional discriminant analysis. Zbl 1128.62072
Bouveyron, Charles; Girard, Stéphane; Schmid, Cordelia
12
2007
all top 5

Cited by 277 Authors

22 Bouveyron, Charles
21 McNicholas, Paul D.
9 Latouche, Pierre
7 Melnykov, Volodymyr
6 Browne, Ryan P.
6 Jacques, Julien
6 Murphy, Thomas Brendan
6 Viroli, Cinzia
5 Andrews, Jeffrey L.
5 Subedi, Sanjeena
4 Forbes, Florence
4 Girard, Stéphane
4 Michael, Semhar
4 Montanari, Angela
3 Biernacki, Christophe
3 Cappozzo, Andrea
3 Corneli, Marco
3 Delon, Julie
3 Fop, Michael
3 Greselin, Francesca
3 Ingrassia, Salvatore
3 Mattei, Pierre-Alexandre
3 Scrucca, Luca
3 Yamamoto, Michio
2 Alquier, Pierre
2 Brunet-Saumard, Camille
2 Brunet, Camille
2 Celeux, Gilles
2 Côme, Etienne
2 McLachlan, Geoffrey John
2 Melnykov, Igor
2 Morris, Katherine
2 Preda, Cristian
2 Punzo, Antonio
2 Ranalli, Monia
2 Rocci, Roberto
2 Rossi, Fabrice
2 Saraiva, Erlandson F.
2 Śmieja, Marek
2 Suzuki, Adriano K.
2 Tortora, Cristina
2 Wei, Yuhong
2 Wraith, Darren
2 Zhu, Xuwen
2 Zreik, Rawya
1 Abusham, Eimad E.
1 Adelfio, Giada
1 Agostinelli, Claudio
1 Ahonen, Ilmari
1 Aknin, Patrice
1 Anderlucci, Laura
1 Andrade, Adriano O.
1 Aretxabaleta, Alfredo L.
1 Barahona, Sonia
1 Bartošová, Jitka
1 Bataillon, Guillaume
1 Bellas, Anastasios
1 Bergé, Laurent R.
1 Blanchard, Gilles
1 Bock, Hans-Hermann
1 Böhning, Dankmar
1 Bootkrajang, Jakramate
1 Bouguila, Nizar
1 Brault, Vincent
1 Bunea, Florentina
1 Buysse, Daniel J.
1 Calinon, Sylvain
1 Calò, Daniela Giovanna
1 Camproux, A. C.
1 Cao, Fuyuan
1 Carel, Léna
1 Celisse, Alain
1 Centella, Pablo
1 Ceulemans, Eva
1 Chamroukhi, Faicel
1 Chang-Chien, Shou-Jen
1 Chang, Xiaohui
1 Chen, Xiaojun
1 Chérief-Abdellatif, Badr-Eddine
1 Chèze, Laurence
1 Chiquet, Julien
1 Cipolli, William III
1 Collazos, Julian A. A.
1 Cottrell, Marie
1 Couillet, Romain
1 Dang, Utkarsh J.
1 de Amorim, Renato Cordeiro
1 Deleforge, Antoine
1 Denœux, Thierry
1 DeSarbo, Wayne S.
1 Desolneux, Agnès
1 Devijver, Emilie
1 Diallo, Aldiouma
1 Dias, Ronaldo
1 Diongue, Abdou Kâ
1 Doquire, Gauthier
1 Drovandi, Christopher C.
1 Dupuy, Jean-François
1 Elsayed, Saber M.
1 Fan, Wentao
...and 177 more Authors

Citations by Year