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Author ID: bouveyron.charles Recent zbMATH articles by "Bouveyron, Charles"
Published as: Bouveyron, Charles; Bouveyron, C.
all top 5

Co-Authors

2 single-authored
13 Latouche, Pierre
5 Girard, Stéphane
5 Jacques, Julien
4 Corneli, Marco
4 Mattei, Pierre-Alexandre
3 Brunet, Camille
3 Jouvin, Nicolas
3 Murphy, Thomas Brendan
3 Zreik, Rawya
2 Brunet-Saumard, Camille
2 Celeux, Gilles
2 Côme, Etienne
2 Delon, Julie
2 Raftery, Adrian E.
2 Schmid, Cordelia
2 Schmutz, Amandine
1 Ahmad, Amir A.
1 Bailey, Natalia
1 Bataillon, Guillaume
1 Bellas, Anastasios
1 Bergé, Laurent R.
1 Bottini, Silvia
1 Casa, Alessandro
1 Chèze, Laurence
1 Chiquet, Julien
1 Coad, D. Stephen
1 Cottrell, Marie
1 Critchley, Frank
1 Dang, Wei
1 Erosheva, Elena A.
1 Fan, Jianqing
1 Fan, Yingying
1 Farné, Matteo
1 Fauvel, Mathieu
1 Ferreira, Marco A. R.
1 Fine, Jason Peter
1 Fop, Michael
1 Forbes, Florence
1 Fresse, Audrey
1 Frommlet, Florian
1 Fryzlewicz, Piotr
1 Gijbels, Irène
1 Gilks, Wally
1 Halawani, Sami M.
1 Hallin, Marc
1 Hashmi, Sarosh
1 Herrmann, Klaus
1 Holzmann, Hajo
1 Houdard, Antoine
1 Hu, Charlie
1 Huang, Hanwen
1 Huang, Jian
1 Huang, Na
1 Jang, Woncheol
1 Jegou, Laurent
1 Jernite, Yacine
1 Jung, Sungkyu
1 Kent, John T.
1 Lacaille, Jérôme
1 Lam, Clifford
1 Lamassé, Stéphane
1 Leister, Anna
1 Liao, Yuan
1 Lim, Johan
1 Linton, Oliver Bruce
1 Liu, Han
1 Liu, Yufeng
1 Livartowski, Alain
1 Marchello, Giulia
1 Marron, James Stephen
1 Martin, Pauline
1 Maruri-Aguilar, Hugo
1 Mateu, Jorge
1 Menardi, Giovanna
1 Mincheva, Martina
1 Montanari, Angela
1 Onatski, Alexei
1 Pan, Guangming
1 Peng, Heng
1 Pesaran, M. Hashem
1 Pourahmadi, Mohsen
1 Rivera, Patrick
1 Rossi, Fabrice
1 Saint-Dizier, Alexandre
1 Samworth, Richard J.
1 Shen, Dan
1 Shen, Haipeng
1 Shin, Seungjun
1 Simões, Fanny
1 Tang, Chengyong
1 Verhasselt, Anneleen
1 Viroli, Cinzia
1 Vogt, Michael P.
1 Wang, Lie
1 Won, Joong-Ho
1 Xue, Lingzhou
1 Yamagata, Takashi
1 Yu, Keming
1 Yu, Yi
1 Zhang, Jian
...and 3 more Co-Authors

Publications by Year

Citations contained in zbMATH Open

30 Publications have been cited 340 times in 224 Documents Cited by Year
Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138
Fan, Jianqing; Liao, Yuan; Mincheva, Martina
115
2013
High-dimensional data clustering. Zbl 1452.62433
Bouveyron, C.; Girard, S.; Schmid, C.
69
2007
Model-based clustering of high-dimensional data: a review. Zbl 1471.62032
Bouveyron, Charles; Brunet-Saumard, Camille
55
2014
Model-based clustering of time series in group-specific functional subspaces. Zbl 1274.62416
Bouveyron, Charles; Jacques, Julien
31
2011
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.
23
2019
The discriminative functional mixture model for a comparative analysis of bike sharing systems. Zbl 1397.62511
Bouveyron, Charles; Côme, Etienne; Jacques, Julien
21
2015
Simultaneous model-based clustering and visualization in the Fisher discriminative subspace. Zbl 1322.62162
Bouveyron, Charles; Brunet, Camille
20
2012
Discriminative variable selection for clustering with the sparse Fisher-EM algorithm. Zbl 1306.65033
Bouveyron, Charles; Brunet-Saumard, Camille
17
2014
High-dimensional discriminant analysis. Zbl 1128.62072
Bouveyron, Charles; Girard, Stéphane; Schmid, Cordelia
15
2007
High-dimensional mixture models for unsupervised image denoising (HDMI). Zbl 1475.94018
Houdard, Antoine; Bouveyron, Charles; Delon, Julie
14
2018
Robust supervised classification with mixture models: learning from data with uncertain labels. Zbl 1175.68313
Bouveyron, Charles; Girard, Stéphane
10
2009
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
8
2014
The dynamic random subgraph model for the clustering of evolving networks. Zbl 1417.62182
Zreik, Rawya; Latouche, Pierre; Bouveyron, Charles
7
2017
Clustering multivariate functional data in group-specific functional subspaces. Zbl 07255804
Schmutz, Amandine; Jacques, Julien; Bouveyron, Charles; Chèze, Laurence; Martin, Pauline
6
2020
The stochastic topic block model for the clustering of vertices in networks with textual edges. Zbl 06844705
Bouveyron, C.; Latouche, P.; Zreik, R.
6
2018
Kernel discriminant analysis and clustering with parsimonious Gaussian process models. Zbl 1331.62302
Bouveyron, C.; Fauvel, M.; Girard, S.
6
2015
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
4
2013
Bayesian variable selection for globally sparse probabilistic PCA. Zbl 1412.62077
Bouveyron, Charles; Latouche, Pierre; Mattei, Pierre-Alexandre
4
2018
Adaptive mixture discriminant analysis for supervised learning with unobserved classes. Zbl 1360.62315
Bouveyron, Charles
4
2014
Theoretical and practical considerations on the convergence properties of the Fisher-EM algorithm. Zbl 1352.62099
Bouveyron, Charles; Brunet, Camille
3
2012
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
Co-clustering of ordinal data via latent continuous random variables and not missing at random entries. Zbl 07500356
Corneli, Marco; Bouveyron, Charles; Latouche, Pierre
3
2020
The latent topic block model for the co-clustering of textual interaction data. Zbl 07058818
Bergé, Laurent R.; Bouveyron, Charles; Corneli, Marco; Latouche, Pierre
2
2019
Adaptive mixtures of regressions: improving predictive inference when population has changed. Zbl 1462.62409
Bouveyron, C.; Jacques, J.
2
2014
On the estimation of the latent discriminative subspace in the Fisher-EM algorithm. Zbl 1316.62082
Bouveyron, Charles; Brunet, Camille
2
2011
A unified view on patch aggregation. Zbl 1435.68358
Saint-Dizier, Alexandre; Delon, Julie; Bouveyron, Charles
1
2020
Hierarchical clustering with discrete latent variable models and the integrated classification likelihood. Zbl 07538936
Côme, Etienne; Jouvin, Nicolas; Latouche, Pierre; Bouveyron, Charles
1
2021
Co-clustering of time-dependent data via the shape invariant model. Zbl 07473953
Casa, Alessandro; Bouveyron, Charles; Erosheva, Elena; Menardi, Giovanna
1
2021
The dynamic stochastic topic block model for dynamic networks with textual edges. Zbl 1430.62129
Corneli, Marco; Bouveyron, Charles; Latouche, Pierre; Rossi, Fabrice
1
2019
Statistic in high dimension: problems and challenges. (Statistique en grande dimension: problématiques et enjeux.) Zbl 1316.00032
1
2014
Hierarchical clustering with discrete latent variable models and the integrated classification likelihood. Zbl 07538936
Côme, Etienne; Jouvin, Nicolas; Latouche, Pierre; Bouveyron, Charles
1
2021
Co-clustering of time-dependent data via the shape invariant model. Zbl 07473953
Casa, Alessandro; Bouveyron, Charles; Erosheva, Elena; Menardi, Giovanna
1
2021
Clustering multivariate functional data in group-specific functional subspaces. Zbl 07255804
Schmutz, Amandine; Jacques, Julien; Bouveyron, Charles; Chèze, Laurence; Martin, Pauline
6
2020
Co-clustering of ordinal data via latent continuous random variables and not missing at random entries. Zbl 07500356
Corneli, Marco; Bouveyron, Charles; Latouche, Pierre
3
2020
A unified view on patch aggregation. Zbl 1435.68358
Saint-Dizier, Alexandre; Delon, Julie; Bouveyron, Charles
1
2020
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.
23
2019
The latent topic block model for the co-clustering of textual interaction data. Zbl 07058818
Bergé, Laurent R.; Bouveyron, Charles; Corneli, Marco; Latouche, Pierre
2
2019
The dynamic stochastic topic block model for dynamic networks with textual edges. Zbl 1430.62129
Corneli, Marco; Bouveyron, Charles; Latouche, Pierre; Rossi, Fabrice
1
2019
High-dimensional mixture models for unsupervised image denoising (HDMI). Zbl 1475.94018
Houdard, Antoine; Bouveyron, Charles; Delon, Julie
14
2018
The stochastic topic block model for the clustering of vertices in networks with textual edges. Zbl 06844705
Bouveyron, C.; Latouche, P.; Zreik, R.
6
2018
Bayesian variable selection for globally sparse probabilistic PCA. Zbl 1412.62077
Bouveyron, Charles; Latouche, Pierre; Mattei, Pierre-Alexandre
4
2018
The dynamic random subgraph model for the clustering of evolving networks. Zbl 1417.62182
Zreik, Rawya; Latouche, Pierre; Bouveyron, Charles
7
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
21
2015
Kernel discriminant analysis and clustering with parsimonious Gaussian process models. Zbl 1331.62302
Bouveyron, C.; Fauvel, M.; Girard, S.
6
2015
Model-based clustering of high-dimensional data: a review. Zbl 1471.62032
Bouveyron, Charles; Brunet-Saumard, Camille
55
2014
Discriminative variable selection for clustering with the sparse Fisher-EM algorithm. Zbl 1306.65033
Bouveyron, Charles; Brunet-Saumard, Camille
17
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
8
2014
Adaptive mixture discriminant analysis for supervised learning with unobserved classes. Zbl 1360.62315
Bouveyron, Charles
4
2014
Adaptive mixtures of regressions: improving predictive inference when population has changed. Zbl 1462.62409
Bouveyron, C.; Jacques, J.
2
2014
Statistic in high dimension: problems and challenges. (Statistique en grande dimension: problématiques et enjeux.) Zbl 1316.00032
1
2014
Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138
Fan, Jianqing; Liao, Yuan; Mincheva, Martina
115
2013
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
4
2013
Simultaneous model-based clustering and visualization in the Fisher discriminative subspace. Zbl 1322.62162
Bouveyron, Charles; Brunet, Camille
20
2012
Theoretical and practical considerations on the convergence properties of the Fisher-EM algorithm. Zbl 1352.62099
Bouveyron, Charles; Brunet, Camille
3
2012
Model-based clustering of time series in group-specific functional subspaces. Zbl 1274.62416
Bouveyron, Charles; Jacques, Julien
31
2011
On the estimation of the latent discriminative subspace in the Fisher-EM algorithm. Zbl 1316.62082
Bouveyron, Charles; Brunet, Camille
2
2011
Robust supervised classification with mixture models: learning from data with uncertain labels. Zbl 1175.68313
Bouveyron, Charles; Girard, Stéphane
10
2009
High-dimensional data clustering. Zbl 1452.62433
Bouveyron, C.; Girard, S.; Schmid, C.
69
2007
High-dimensional discriminant analysis. Zbl 1128.62072
Bouveyron, Charles; Girard, Stéphane; Schmid, Cordelia
15
2007
all top 5

Cited by 418 Authors

28 Bouveyron, Charles
23 McNicholas, Paul D.
12 Latouche, Pierre
10 Browne, Ryan P.
9 Jacques, Julien
9 Murphy, Thomas Brendan
7 Melnykov, Volodymyr
6 Viroli, Cinzia
5 Andrews, Jeffrey L.
5 Girard, Stéphane
5 Mattei, Pierre-Alexandre
5 Montanari, Angela
5 Subedi, Sanjeena
4 Cappozzo, Andrea
4 Corneli, Marco
4 Delon, Julie
4 Fop, Michael
4 Forbes, Florence
4 Greselin, Francesca
4 Michael, Semhar
3 Biernacki, Christophe
3 Casa, Alessandro
3 Côme, Etienne
3 Fauvel, Mathieu
3 Ingrassia, Salvatore
3 Jouvin, Nicolas
3 McLachlan, Geoffrey John
3 Menardi, Giovanna
3 Pereyra, Marcelo
3 Punzo, Antonio
3 Scrucca, Luca
3 Torti, Agostino
3 Vantini, Simone
3 Yamamoto, Michio
3 Zhu, Xuwen
2 Adelfio, Giada
2 Alquier, Pierre
2 Anderlucci, Laura
2 Aujol, Jean-François
2 Bouguila, Nizar
2 Brunet-Saumard, Camille
2 Brunet, Camille
2 Celeux, Gilles
2 Desolneux, Agnès
2 Dias, Ronaldo
2 Galvani, Marta
2 Hertrich, Johannes
2 Houdard, Antoine
2 Kim, Nam-Hwui
2 Louis, Pierre-Yves
2 Maugis-Rabusseau, Cathy
2 Melnykov, Igor
2 Menafoglio, Alessandra
2 Morris, Katherine
2 Preda, Cristian
2 Ranalli, Monia
2 Rocci, Roberto
2 Rossi, Fabrice
2 Saraiva, Erlandson F.
2 Schmutz, Amandine
2 Secchi, Piercesare
2 Shang, Han Lin
2 Sharp, Alex
2 Śmieja, Marek
2 Sottile, Gianluca
2 Steidl, Gabriele
2 Suzuki, Adriano K.
2 Tortora, Cristina
2 Vichi, Maurizio
2 Wei, Yuhong
2 Wraith, Darren
2 Zambom, Adriano Zanin
2 Zreik, Rawya
2 Zygalakis, Konstantinos C.
1 Abusham, Eimad E.
1 Agostinelli, Claudio
1 Ahfock, Daniel C.
1 Ahonen, Ilmari
1 Aknin, Patrice
1 Ali, Samr
1 Allio, Sylvain
1 Almansa, Andrés
1 Amovin-Assagba, Martial
1 Andrade, Adriano O.
1 Arena, Marika
1 Aretxabaleta, Alfredo L.
1 Ashlock, Daniel Abram
1 Azzag, Hanane
1 Azzone, Giovanni
1 Ba, Fatima Antarou
1 Barahona, Sonia
1 Bartošová, Jitka
1 Bataillon, Guillaume
1 Bellas, Anastasios
1 Ben Slimen, Yosra
1 Benati, Stefano
1 Bergé, Laurent R.
1 Bernard, Dominique
1 Berthoumieu, Yannick
1 Blanchard, Gilles
...and 318 more Authors
all top 5

Cited in 53 Serials

32 Computational Statistics and Data Analysis
31 Advances in Data Analysis and Classification. ADAC
25 Statistics and Computing
18 Journal of Classification
9 Computational Statistics
8 The Annals of Applied Statistics
7 Journal of Multivariate Analysis
7 SIAM Journal on Imaging Sciences
5 Pattern Recognition
4 Information Sciences
4 Journal of Statistical Planning and Inference
4 Journal of Statistical Computation and Simulation
4 Test
4 Electronic Journal of Statistics
3 Journal of the American Statistical Association
3 Communications in Statistics. Simulation and Computation
3 Bernoulli
3 Journal of Applied Statistics
3 Journal of Computational and Graphical Statistics
2 Statistics & Probability Letters
2 Statistical Science
2 International Journal of Approximate Reasoning
2 European Journal of Operational Research
2 Statistical Modelling
2 Statistical Methods and Applications
1 Artificial Intelligence
1 The Canadian Journal of Statistics
1 Psychometrika
1 The Annals of Statistics
1 Biometrics
1 Journal of Computational and Applied Mathematics
1 Journal of Mathematical Psychology
1 Revista Colombiana de Estadística
1 Journal of Symbolic Computation
1 Annals of Operations Research
1 Neural Computation
1 Communications in Statistics. Theory and Methods
1 Foundations of Computing and Decision Sciences
1 Journal of Mathematical Imaging and Vision
1 ETNA. Electronic Transactions on Numerical Analysis
1 Soft Computing
1 Data Mining and Knowledge Discovery
1 Discrete Dynamics in Nature and Society
1 Computational Geosciences
1 Methodology and Computing in Applied Probability
1 Brazilian Journal of Probability and Statistics
1 North American Actuarial Journal
1 Journal of Industrial and Management Optimization
1 Computational & Mathematical Methods in Medicine
1 Inverse Problems and Imaging
1 AStA. Advances in Statistical Analysis
1 Statistics Surveys
1 Dependence Modeling

Citations by Year