Edit Profile (opens in new tab) Bouveyron, Charles Compute Distance To: Compute Author ID: bouveyron.charles Published as: Bouveyron, Charles; Bouveyron, C. Documents Indexed: 35 Publications since 2007, including 1 Book 2 Contributions as Editor · 2 Further Contributions Co-Authors: 42 Co-Authors with 36 Joint Publications 401 Co-Co-Authors 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 all top 5 Serials 6 Statistics and Computing 4 Computational Statistics 4 Advances in Data Analysis and Classification. ADAC 4 Journal de la Société Française de Statistique 3 Computational Statistics and Data Analysis 3 The Annals of Applied Statistics 2 Journal of Multivariate Analysis 2 Journal of Classification 1 The American Statistician 1 Scandinavian Journal of Statistics 1 Communications in Statistics. Simulation and Computation 1 Communications in Statistics. Theory and Methods 1 Pattern Recognition 1 Journal of Mathematical Imaging and Vision 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Cambridge Series in Statistical and Probabilistic Mathematics 1 Electronic Journal of Statistics 1 SIAM Journal on Imaging Sciences 1 Journal of Computational and Graphical Statistics all top 5 Fields 35 Statistics (62-XX) 6 Numerical analysis (65-XX) 4 Computer science (68-XX) 3 General and overarching topics; collections (00-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 Combinatorics (05-XX) 2 Information and communication theory, circuits (94-XX) Publications by Year all cited Publications top 5 cited Publications 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 1411.62138Fan, Jianqing; Liao, Yuan; Mincheva, Martina 115 2013 High-dimensional data clustering. Zbl 1452.62433Bouveyron, C.; Girard, S.; Schmid, C. 69 2007 Model-based clustering of high-dimensional data: a review. Zbl 1471.62032Bouveyron, Charles; Brunet-Saumard, Camille 55 2014 Model-based clustering of time series in group-specific functional subspaces. Zbl 1274.62416Bouveyron, Charles; Jacques, Julien 31 2011 Model-based clustering and classification for data science. With applications in R. Zbl 1436.62006Bouveyron, 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 1397.62511Bouveyron, Charles; Côme, Etienne; Jacques, Julien 21 2015 Simultaneous model-based clustering and visualization in the Fisher discriminative subspace. Zbl 1322.62162Bouveyron, Charles; Brunet, Camille 20 2012 Discriminative variable selection for clustering with the sparse Fisher-EM algorithm. Zbl 1306.65033Bouveyron, Charles; Brunet-Saumard, Camille 17 2014 High-dimensional discriminant analysis. Zbl 1128.62072Bouveyron, Charles; Girard, Stéphane; Schmid, Cordelia 15 2007 High-dimensional mixture models for unsupervised image denoising (HDMI). Zbl 1475.94018Houdard, Antoine; Bouveyron, Charles; Delon, Julie 14 2018 Robust supervised classification with mixture models: learning from data with uncertain labels. Zbl 1175.68313Bouveyron, Charles; Girard, Stéphane 10 2009 The random subgraph model for the analysis of an ecclesiastical network in Merovingian Gaul. Zbl 1454.62539Jernite, 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 1417.62182Zreik, Rawya; Latouche, Pierre; Bouveyron, Charles 7 2017 Clustering multivariate functional data in group-specific functional subspaces. Zbl 07255804Schmutz, 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 06844705Bouveyron, C.; Latouche, P.; Zreik, R. 6 2018 Kernel discriminant analysis and clustering with parsimonious Gaussian process models. Zbl 1331.62302Bouveyron, C.; Fauvel, M.; Girard, S. 6 2015 Model-based clustering of high-dimensional data streams with online mixture of probabilistic PCA. Zbl 1273.62137Bellas, Anastasios; Bouveyron, Charles; Cottrell, Marie; Lacaille, Jérôme 4 2013 Bayesian variable selection for globally sparse probabilistic PCA. Zbl 1412.62077Bouveyron, Charles; Latouche, Pierre; Mattei, Pierre-Alexandre 4 2018 Adaptive mixture discriminant analysis for supervised learning with unobserved classes. Zbl 1360.62315Bouveyron, Charles 4 2014 Theoretical and practical considerations on the convergence properties of the Fisher-EM algorithm. Zbl 1352.62099Bouveyron, Charles; Brunet, Camille 3 2012 Combining a relaxed EM algorithm with Occam’s razor for Bayesian variable selection in high-dimensional regression. Zbl 1334.62114Latouche, 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 07500356Corneli, Marco; Bouveyron, Charles; Latouche, Pierre 3 2020 The latent topic block model for the co-clustering of textual interaction data. Zbl 07058818Bergé, Laurent R.; Bouveyron, Charles; Corneli, Marco; Latouche, Pierre 2 2019 Adaptive mixtures of regressions: improving predictive inference when population has changed. Zbl 1462.62409Bouveyron, C.; Jacques, J. 2 2014 On the estimation of the latent discriminative subspace in the Fisher-EM algorithm. Zbl 1316.62082Bouveyron, Charles; Brunet, Camille 2 2011 A unified view on patch aggregation. Zbl 1435.68358Saint-Dizier, Alexandre; Delon, Julie; Bouveyron, Charles 1 2020 Hierarchical clustering with discrete latent variable models and the integrated classification likelihood. Zbl 07538936Côme, Etienne; Jouvin, Nicolas; Latouche, Pierre; Bouveyron, Charles 1 2021 Co-clustering of time-dependent data via the shape invariant model. Zbl 07473953Casa, Alessandro; Bouveyron, Charles; Erosheva, Elena; Menardi, Giovanna 1 2021 The dynamic stochastic topic block model for dynamic networks with textual edges. Zbl 1430.62129Corneli, 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 07538936Côme, Etienne; Jouvin, Nicolas; Latouche, Pierre; Bouveyron, Charles 1 2021 Co-clustering of time-dependent data via the shape invariant model. Zbl 07473953Casa, Alessandro; Bouveyron, Charles; Erosheva, Elena; Menardi, Giovanna 1 2021 Clustering multivariate functional data in group-specific functional subspaces. Zbl 07255804Schmutz, 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 07500356Corneli, Marco; Bouveyron, Charles; Latouche, Pierre 3 2020 A unified view on patch aggregation. Zbl 1435.68358Saint-Dizier, Alexandre; Delon, Julie; Bouveyron, Charles 1 2020 Model-based clustering and classification for data science. With applications in R. Zbl 1436.62006Bouveyron, 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 07058818Bergé, Laurent R.; Bouveyron, Charles; Corneli, Marco; Latouche, Pierre 2 2019 The dynamic stochastic topic block model for dynamic networks with textual edges. Zbl 1430.62129Corneli, Marco; Bouveyron, Charles; Latouche, Pierre; Rossi, Fabrice 1 2019 High-dimensional mixture models for unsupervised image denoising (HDMI). Zbl 1475.94018Houdard, Antoine; Bouveyron, Charles; Delon, Julie 14 2018 The stochastic topic block model for the clustering of vertices in networks with textual edges. Zbl 06844705Bouveyron, C.; Latouche, P.; Zreik, R. 6 2018 Bayesian variable selection for globally sparse probabilistic PCA. Zbl 1412.62077Bouveyron, Charles; Latouche, Pierre; Mattei, Pierre-Alexandre 4 2018 The dynamic random subgraph model for the clustering of evolving networks. Zbl 1417.62182Zreik, 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 1334.62114Latouche, Pierre; Mattei, Pierre-Alexandre; Bouveyron, Charles; Chiquet, Julien 3 2016 The discriminative functional mixture model for a comparative analysis of bike sharing systems. Zbl 1397.62511Bouveyron, Charles; Côme, Etienne; Jacques, Julien 21 2015 Kernel discriminant analysis and clustering with parsimonious Gaussian process models. Zbl 1331.62302Bouveyron, C.; Fauvel, M.; Girard, S. 6 2015 Model-based clustering of high-dimensional data: a review. Zbl 1471.62032Bouveyron, Charles; Brunet-Saumard, Camille 55 2014 Discriminative variable selection for clustering with the sparse Fisher-EM algorithm. Zbl 1306.65033Bouveyron, Charles; Brunet-Saumard, Camille 17 2014 The random subgraph model for the analysis of an ecclesiastical network in Merovingian Gaul. Zbl 1454.62539Jernite, Yacine; Latouche, Pierre; Bouveyron, Charles; Rivera, Patrick; Jegou, Laurent; Lamassé, Stéphane 8 2014 Adaptive mixture discriminant analysis for supervised learning with unobserved classes. Zbl 1360.62315Bouveyron, Charles 4 2014 Adaptive mixtures of regressions: improving predictive inference when population has changed. Zbl 1462.62409Bouveyron, 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 1411.62138Fan, Jianqing; Liao, Yuan; Mincheva, Martina 115 2013 Model-based clustering of high-dimensional data streams with online mixture of probabilistic PCA. Zbl 1273.62137Bellas, Anastasios; Bouveyron, Charles; Cottrell, Marie; Lacaille, Jérôme 4 2013 Simultaneous model-based clustering and visualization in the Fisher discriminative subspace. Zbl 1322.62162Bouveyron, Charles; Brunet, Camille 20 2012 Theoretical and practical considerations on the convergence properties of the Fisher-EM algorithm. Zbl 1352.62099Bouveyron, Charles; Brunet, Camille 3 2012 Model-based clustering of time series in group-specific functional subspaces. Zbl 1274.62416Bouveyron, Charles; Jacques, Julien 31 2011 On the estimation of the latent discriminative subspace in the Fisher-EM algorithm. Zbl 1316.62082Bouveyron, Charles; Brunet, Camille 2 2011 Robust supervised classification with mixture models: learning from data with uncertain labels. Zbl 1175.68313Bouveyron, Charles; Girard, Stéphane 10 2009 High-dimensional data clustering. Zbl 1452.62433Bouveyron, C.; Girard, S.; Schmid, C. 69 2007 High-dimensional discriminant analysis. Zbl 1128.62072Bouveyron, Charles; Girard, Stéphane; Schmid, Cordelia 15 2007 all cited Publications top 5 cited Publications 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 all top 5 Cited in 19 Fields 208 Statistics (62-XX) 31 Computer science (68-XX) 29 Numerical analysis (65-XX) 14 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 6 Probability theory and stochastic processes (60-XX) 5 Information and communication theory, circuits (94-XX) 4 General and overarching topics; collections (00-XX) 4 Operations research, mathematical programming (90-XX) 4 Biology and other natural sciences (92-XX) 2 Combinatorics (05-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Functional analysis (46-XX) 2 Geophysics (86-XX) 1 General algebraic systems (08-XX) 1 Algebraic geometry (14-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Operator theory (47-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Astronomy and astrophysics (85-XX) Citations by Year