Edit Profile (opens in new tab) Bouveyron, Charles Co-Author Distance Author ID: bouveyron.charles Published as: Bouveyron, Charles; Bouveyron, C. Documents Indexed: 36 Publications since 2007, including 1 Book 2 Contributions as Editor · 1 Further Contribution Co-Authors: 43 Co-Authors with 36 Joint Publications 440 Co-Co-Authors all top 5 Co-Authors 2 single-authored 14 Latouche, Pierre 5 Girard, Stéphane 5 Jacques, Julien 4 Corneli, Marco 4 Mattei, Pierre-Alexandre 3 Brunet, Camille 3 Jouvin, Nicolas 3 Zreik, Rawya 2 Brunet-Saumard, Camille 2 Côme, Etienne 2 Delon, Julie 2 Murphy, Thomas Brendan 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 Boutin, Rémi 1 Casa, Alessandro 1 Celeux, Gilles 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 Raftery, Adrian E. 1 Rivera, Patrick 1 Rossi, Fabrice 1 Saint-Dizier, Alexandre 1 Samworth, Richard J. 1 Shen, Dan 1 Shen, Haipeng 1 Simões, Fanny 1 Tang, Chengyong 1 Verhasselt, Anneleen 1 Viroli, Cinzia 1 Vogt, Michael P. 1 Wang, Lie 1 Won, Joongho 1 Xue, Lingzhou 1 Yamagata, Takashi 1 Yu, Keming 1 Yu, Yi 1 Zhang, Jian ...and 3 more Co-Authors all top 5 Serials 7 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 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 38 Statistics (62-XX) 4 Computer science (68-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 General and overarching topics; collections (00-XX) 2 Combinatorics (05-XX) 2 Numerical analysis (65-XX) 2 Information and communication theory, circuits (94-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 34 Publications have been cited 428 times in 276 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 199 2013 High-dimensional data clustering. Zbl 1452.62433 Bouveyron, C.; Girard, S.; Schmid, C. 78 2007 Model-based clustering of high-dimensional data: a review. Zbl 1471.62032 Bouveyron, Charles; Brunet-Saumard, Camille 64 2014 Model-based clustering of time series in group-specific functional subspaces. Zbl 1274.62416 Bouveyron, Charles; Jacques, Julien 41 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. 38 2019 The discriminative functional mixture model for a comparative analysis of bike sharing systems. Zbl 1397.62511 Bouveyron, Charles; Côme, Etienne; Jacques, Julien 30 2015 Simultaneous model-based clustering and visualization in the Fisher discriminative subspace. Zbl 1322.62162 Bouveyron, Charles; Brunet, Camille 24 2012 High-dimensional mixture models for unsupervised image denoising (HDMI). Zbl 1475.94018 Houdard, Antoine; Bouveyron, Charles; Delon, Julie 19 2018 Discriminative variable selection for clustering with the sparse Fisher-EM algorithm. Zbl 1306.65033 Bouveyron, Charles; Brunet-Saumard, Camille 18 2014 High-dimensional discriminant analysis. Zbl 1128.62072 Bouveyron, Charles; Girard, Stéphane; Schmid, Cordelia 16 2007 Clustering multivariate functional data in group-specific functional subspaces. Zbl 1505.62360 Schmutz, Amandine; Jacques, Julien; Bouveyron, Charles; Chèze, Laurence; Martin, Pauline 12 2020 Robust supervised classification with mixture models: learning from data with uncertain labels. Zbl 1175.68313 Bouveyron, Charles; Girard, Stéphane 10 2009 The stochastic topic block model for the clustering of vertices in networks with textual edges. Zbl 1505.62078 Bouveyron, C.; Latouche, P.; Zreik, R. 9 2018 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 9 2014 The dynamic random subgraph model for the clustering of evolving networks. Zbl 1417.62182 Zreik, Rawya; Latouche, Pierre; Bouveyron, Charles 8 2017 Kernel discriminant analysis and clustering with parsimonious Gaussian process models. Zbl 1331.62302 Bouveyron, C.; Fauvel, M.; Girard, S. 6 2015 Co-clustering of ordinal data via latent continuous random variables and not missing at random entries. Zbl 07500356 Corneli, Marco; Bouveyron, Charles; Latouche, Pierre 6 2020 Adaptive mixture discriminant analysis for supervised learning with unobserved classes. Zbl 1360.62315 Bouveyron, Charles 4 2014 Bayesian variable selection for globally sparse probabilistic PCA. Zbl 1412.62077 Bouveyron, Charles; Latouche, Pierre; Mattei, Pierre-Alexandre 4 2018 The latent topic block model for the co-clustering of textual interaction data. Zbl 1507.62011 Bergé, Laurent R.; Bouveyron, Charles; Corneli, Marco; Latouche, Pierre 4 2019 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 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 A unified view on patch aggregation. Zbl 1435.68358 Saint-Dizier, Alexandre; Delon, Julie; Bouveyron, Charles 3 2020 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 The dynamic stochastic topic block model for dynamic networks with textual edges. Zbl 1430.62129 Corneli, Marco; Bouveyron, Charles; Latouche, Pierre; Rossi, Fabrice 2 2019 Hierarchical clustering with discrete latent variable models and the integrated classification likelihood. Zbl 07538936 Côme, Etienne; Jouvin, Nicolas; Latouche, Pierre; Bouveyron, Charles 2 2021 Co-clustering of time-dependent data via the shape invariant model. Zbl 07473953 Casa, Alessandro; Bouveyron, Charles; Erosheva, Elena; Menardi, Giovanna 2 2021 Statistic in high dimension: problems and challenges. (Statistique en grande dimension: problématiques et enjeux.) Zbl 1316.00032 1 2014 Co-clustering of evolving count matrices with the dynamic latent block model: application to pharmacovigilance. Zbl 1486.62008 Marchello, Giulia; Fresse, Audrey; Corneli, Marco; Bouveyron, Charles 1 2022 Co-clustering of multivariate functional data for the analysis of air pollution in the south of France. Zbl 1498.62282 Bouveyron, Charles; Jacques, Julien; Schmutz, Amandine; Simões, Fanny; Bottini, Silvia 1 2022 Exact dimensionality selection for Bayesian PCA. Zbl 1442.62135 Bouveyron, Charles; Latouche, Pierre; Mattei, Pierre-alexandre 1 2020 Greedy clustering of count data through a mixture of multinomial PCA. Zbl 1505.62208 Jouvin, Nicolas; Latouche, Pierre; Bouveyron, Charles; Bataillon, Guillaume; Livartowski, Alain 1 2021 Co-clustering of evolving count matrices with the dynamic latent block model: application to pharmacovigilance. Zbl 1486.62008 Marchello, Giulia; Fresse, Audrey; Corneli, Marco; Bouveyron, Charles 1 2022 Co-clustering of multivariate functional data for the analysis of air pollution in the south of France. Zbl 1498.62282 Bouveyron, Charles; Jacques, Julien; Schmutz, Amandine; Simões, Fanny; Bottini, Silvia 1 2022 Hierarchical clustering with discrete latent variable models and the integrated classification likelihood. Zbl 07538936 Côme, Etienne; Jouvin, Nicolas; Latouche, Pierre; Bouveyron, Charles 2 2021 Co-clustering of time-dependent data via the shape invariant model. Zbl 07473953 Casa, Alessandro; Bouveyron, Charles; Erosheva, Elena; Menardi, Giovanna 2 2021 Greedy clustering of count data through a mixture of multinomial PCA. Zbl 1505.62208 Jouvin, Nicolas; Latouche, Pierre; Bouveyron, Charles; Bataillon, Guillaume; Livartowski, Alain 1 2021 Clustering multivariate functional data in group-specific functional subspaces. Zbl 1505.62360 Schmutz, Amandine; Jacques, Julien; Bouveyron, Charles; Chèze, Laurence; Martin, Pauline 12 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 6 2020 A unified view on patch aggregation. Zbl 1435.68358 Saint-Dizier, Alexandre; Delon, Julie; Bouveyron, Charles 3 2020 Exact dimensionality selection for Bayesian PCA. Zbl 1442.62135 Bouveyron, Charles; Latouche, Pierre; Mattei, Pierre-alexandre 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. 38 2019 The latent topic block model for the co-clustering of textual interaction data. Zbl 1507.62011 Bergé, Laurent R.; Bouveyron, Charles; Corneli, Marco; Latouche, Pierre 4 2019 The dynamic stochastic topic block model for dynamic networks with textual edges. Zbl 1430.62129 Corneli, Marco; Bouveyron, Charles; Latouche, Pierre; Rossi, Fabrice 2 2019 High-dimensional mixture models for unsupervised image denoising (HDMI). Zbl 1475.94018 Houdard, Antoine; Bouveyron, Charles; Delon, Julie 19 2018 The stochastic topic block model for the clustering of vertices in networks with textual edges. Zbl 1505.62078 Bouveyron, C.; Latouche, P.; Zreik, R. 9 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 8 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 30 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 64 2014 Discriminative variable selection for clustering with the sparse Fisher-EM algorithm. Zbl 1306.65033 Bouveyron, Charles; Brunet-Saumard, Camille 18 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 9 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 199 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 24 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 41 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. 78 2007 High-dimensional discriminant analysis. Zbl 1128.62072 Bouveyron, Charles; Girard, Stéphane; Schmid, Cordelia 16 2007 all cited Publications top 5 cited Publications all top 5 Cited by 523 Authors 29 Bouveyron, Charles 25 McNicholas, Paul D. 13 Browne, Ryan P. 13 Latouche, Pierre 10 Jacques, Julien 9 Murphy, Thomas Brendan 7 Melnykov, Volodymyr 6 Subedi, Sanjeena 6 Viroli, Cinzia 5 Andrews, Jeffrey L. 5 Biernacki, Christophe 5 Cappozzo, Andrea 5 Delon, Julie 5 Fop, Michael 5 Girard, Stéphane 5 Mattei, Pierre-Alexandre 5 Montanari, Angela 4 Casa, Alessandro 4 Corneli, Marco 4 Forbes, Florence 4 Greselin, Francesca 4 Hertrich, Johannes 4 Michael, Semhar 3 Aujol, Jean-François 3 Côme, Etienne 3 Desolneux, Agnès 3 Fauvel, Mathieu 3 Gallaugher, Michael P. B. 3 Ingrassia, Salvatore 3 Jouvin, Nicolas 3 Kim, Nam-Hwui 3 Leclaire, Arthur 3 McLachlan, Geoffrey John 3 Menardi, Giovanna 3 Oh, Heeseok 3 Pereyra, Marcelo 3 Punzo, Antonio 3 Scrucca, Luca 3 Sharp, Alex 3 Steidl, Gabriele 3 Torti, Agostino 3 Vantini, Simone 3 Yamamoto, Michio 3 Zhu, Xuwen 2 Adelfio, Giada 2 Alquier, Pierre 2 Anderlucci, Laura 2 Berthoumieu, Yannick 2 Bouguila, Nizar 2 Brunet-Saumard, Camille 2 Brunet, Camille 2 Celeux, Gilles 2 Dang, Utkarsh J. 2 De Bortoli, Valentin 2 Dias, Ronaldo 2 Dunson, David Brian 2 Fontanella, Sara 2 Galerne, Bruno 2 Galvani, Marta 2 García-Escudero, Luis Angel 2 Houdard, Antoine 2 Ignaccolo, Rosaria 2 Ippoliti, Luigi 2 Lim, Yaeji 2 Louis, Pierre-Yves 2 Maugis-Rabusseau, Cathy 2 Mayo-Iscar, Agustin 2 Melnykov, Igor 2 Menafoglio, Alessandra 2 Morris, Katherine 2 Ortega, Joaquín E. 2 Papadakis, Nicolas 2 Peña, Daniel 2 Preda, Cristian 2 Rabin, Julien 2 Ranalli, Monia 2 Rivera-García, Diego 2 Rocci, Roberto 2 Rossi, Fabrice 2 Saint-Dizier, Alexandre 2 Saraiva, Erlandson F. 2 Schmutz, Amandine 2 Secchi, Piercesare 2 Shang, Han Lin 2 Śmieja, Marek 2 Sottile, Gianluca 2 Suzuki, Adriano Kamimura 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 ...and 423 more Authors all top 5 Cited in 60 Serials 35 Computational Statistics and Data Analysis 33 Advances in Data Analysis and Classification. ADAC 29 Statistics and Computing 25 Journal of Classification 11 Computational Statistics 11 SIAM Journal on Imaging Sciences 9 The Annals of Applied Statistics 8 Journal of Multivariate Analysis 8 Journal of Statistical Computation and Simulation 7 Information Sciences 5 Pattern Recognition 4 Biometrics 4 Journal of the American Statistical Association 4 Journal of Statistical Planning and Inference 4 Communications in Statistics. Simulation and Computation 4 Test 4 Journal of Applied Statistics 4 Electronic Journal of Statistics 4 Journal of Computational and Graphical Statistics 3 European Journal of Operational Research 3 Bernoulli 3 Statistical Modelling 2 International Statistical Review 2 Statistics & Probability Letters 2 Statistical Science 2 International Journal of Approximate Reasoning 2 Journal of Mathematical Imaging and Vision 2 Statistical Methods and Applications 2 Inverse Problems and Imaging 2 Bayesian Analysis 1 Artificial Intelligence 1 The Canadian Journal of Statistics 1 Psychometrika 1 The Annals of Statistics 1 Journal of Computational and Applied Mathematics 1 Journal of Mathematical Psychology 1 Journal of Time Series Analysis 1 Revista Colombiana de Estadística 1 Journal of Symbolic Computation 1 Computers & Operations Research 1 Annals of Operations Research 1 Neural Computation 1 The Annals of Applied Probability 1 Communications in Statistics. Theory and Methods 1 Foundations of Computing and Decision Sciences 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 Journal of Machine Learning Research (JMLR) 1 North American Actuarial Journal 1 Journal of Industrial and Management Optimization 1 Computational & Mathematical Methods in Medicine 1 AStA. Advances in Statistical Analysis 1 Statistics Surveys 1 Journal of Probability and Statistics 1 Dependence Modeling all top 5 Cited in 20 Fields 260 Statistics (62-XX) 40 Computer science (68-XX) 26 Numerical analysis (65-XX) 16 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 10 Information and communication theory, circuits (94-XX) 7 Probability theory and stochastic processes (60-XX) 6 Operations research, mathematical programming (90-XX) 4 General and overarching topics; collections (00-XX) 4 Biology and other natural sciences (92-XX) 3 Calculus of variations and optimal control; optimization (49-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 Astronomy and astrophysics (85-XX) 1 Systems theory; control (93-XX) Citations by Year