Edit Profile (opens in new tab) Celeux, Gilles Compute Distance To: Compute Author ID: celeux.gilles Published as: Celeux, Gilles; Celeux, G. Homepage: https://www.imo.universite-paris-saclay.fr/~celeux/ External Links: MGP · dblp Documents Indexed: 64 Publications since 1979, including 2 Books 5 Contributions as Editor Co-Authors: 63 Co-Authors with 58 Joint Publications 824 Co-Co-Authors all top 5 Co-Authors 10 single-authored 11 Govaert, Gérard 10 Robert, Christian P. Robert 9 Diebolt, Jean 5 Biernacki, Christophe 5 Martin-Magniette, Marie-Laure 4 Marin, Jean-Michel 4 Maugis, Cathy 3 Baudry, Jean-Patrick 3 Ferreira, Ana Sousa 3 Forbes, Florence 3 Raftery, Adrian E. 2 Bousquet, Nicolas 2 Brito, Isabel Sofia 2 de Rocquigny, Etienne 2 Frühwirth-Schnatter, Sylvia 2 Grimaud, Agnès 2 Lefebvre, Yannick 2 Maugis-Rabusseau, Cathy 2 Mkhadri, Abdallah 2 Titterington, D. Michael 2 Turlot, Jean-Christophe 1 Amorim, Maria José 1 Bacelar-Nicolau, Helena 1 Barbillon, Pierre 1 Bensmail, Halima 1 Bertholon, Henri 1 Bouveyron, Charles 1 Brault, Vincent 1 Breuils, Christelle 1 Broniatowski, Michel 1 Burtschy, Bernard 1 Carlier, André 1 Chabanon, Christian 1 Chauveau, Didier 1 Corset, Franck 1 Couplet, Mathieu 1 Diday, Edwin 1 Dubuisson, Bernard 1 Durand, Jean-Baptiste 1 El Anbari, Mohammed 1 Fu, Shuai 1 Gallopin, Mélina 1 Garnero, Marie-Agnès 1 Gueguen, Alice 1 Hurn, Merrilee A. 1 Jaffrézic, Florence 1 Keribin, Christine 1 Kobilinsky, André 1 Langrognet, Florent 1 Lavergne, Christian 1 Lechevallier, Yl. 1 Lechevallier, Yves 1 Marques, Jorge S. 1 Martin, Olivier C. 1 Masson, Jean-Pierre 1 Murphy, Thomas Brendan 1 Nakache, Jean-Pierre 1 Nascimento, Jacinto C. 1 Nasroallah, Abdelaziz 1 Nivelle, F. 1 Petiot, Jean-François 1 Peyrard, Nathalie 1 Ralambondrainy, Henri 1 Rau, Andrea 1 Robert, Valérie 1 Saporta, Gilbert 1 Sedki, Mohammed A. 1 Soromenho, Gilda 1 Soubiran, Caroline 1 Tibshirani, Robert John 1 Vandewalle, Vincent 1 Witten, Daniela M. all top 5 Serials 8 Computational Statistics and Data Analysis 5 Journal de la Société Française de Statistique 4 Revue de Statistique Appliquée 3 Journal of the American Statistical Association 3 Statistics and Computing 3 Bayesian Analysis 2 Journal of Classification 2 Pattern Recognition 2 Advances in Data Analysis and Classification. ADAC 1 Biometrics 1 Cahiers du Centre d’Études de Recherche Opérationnelle 1 Journal of Multivariate Analysis 1 Journal of Statistical Planning and Inference 1 RAIRO. Recherche Opérationnelle 1 Statistics & Probability Letters 1 Communications in Statistics. Stochastic Models 1 Computational Statistics 1 Journal of Statistical Computation and Simulation 1 Comptes Rendus de l’Académie des Sciences. Série I 1 Pattern Recognition Letters 1 Stochastics and Stochastics Reports 1 Lifetime Data Analysis 1 Statistical Modelling 1 IMA Journal of Management Mathematics 1 Statistical Applications in Genetics and Molecular Biology 1 REVSTAT 1 Inverse Problems in Science and Engineering 1 Collection Didactique 1 Methods of Operations Research 1 Cambridge Series in Statistical and Probabilistic Mathematics 1 International Journal for Uncertainty Quantification 1 Chapman & Hall/CRC Handbooks of Modern Statistical Methods 1 Journal de la Société Française de Statistique all top 5 Fields 65 Statistics (62-XX) 18 Numerical analysis (65-XX) 5 General and overarching topics; collections (00-XX) 3 Computer science (68-XX) 2 Operations research, mathematical programming (90-XX) 2 Biology and other natural sciences (92-XX) 1 Probability theory and stochastic processes (60-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 49 Publications have been cited 1,257 times in 979 Documents Cited by ▼ Year ▼ Deviance information criteria for missing data models. Zbl 1331.62329Celeux, G.; Forbes, F.; Robert, C. P.; Titterington, D. M. 184 2006 Computational and inferential difficulties with mixture posterior distributions. Zbl 0999.62020Celeux, Gilles; Hurn, Merrilee; Robert, Christian P. 139 2000 Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models. Zbl 1429.62235Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard 133 2003 A classification EM algorithm for clustering and two stochastic versions. Zbl 0937.62605Celeux, Gilles; Govaert, Gérard 111 1992 An entropy criterion for assessing the number of clusters in a mixture model. Zbl 0861.62051Celeux, Gilles; Soromenho, Gilda 57 1996 Variable selection for clustering with Gaussian mixture models. Zbl 1172.62021Maugis, Cathy; Celeux, Gilles; Martin-Magniette, Marie-Laure 52 2009 Regularized Gaussian discriminant analysis through eigenvalue decomposition. Zbl 0885.62068Bensmail, Halima; Celeux, Gilles 43 1996 Clustering criteria for discrete data and latent class models. Zbl 0775.62150Celeux, Gilles; Govaert, Gérard 36 1991 Model-based cluster and discriminant analysis with the MIXMOD software. Zbl 1157.62431Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard; Langrognet, Florent 34 2006 Estimation and selection for the latent block model on categorical data. Zbl 1331.62149Keribin, Christine; Brault, Vincent; Celeux, Gilles; Govaert, Gérard 32 2015 Stochastic versions of the EM algorithm: An experimental study in the mixture case. Zbl 0907.62024Celeux, Gilles; Chauveau, Didier; Diebolt, Jean 31 1996 Variable selection in model-based clustering: a general variable role modeling. Zbl 1453.62154Maugis, C.; Celeux, G.; Martin-Magniette, M.-L. 30 2009 An improvement of the NEC criterion for assessing the number of clusters in a mixture model. Zbl 0933.68117Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard 29 1999 Mixture of linear mixed models for clustering gene expression profiles from repeated microarray experiments. Zbl 1111.62103Celeux, Gilles; Martin, Olivier; Lavergne, Christian 29 2005 Asymptotic properties of a stochastic EM algorithm for estimating mixing proportions. Zbl 0783.62021Diebolt, Jean; Celeux, Gilles 26 1993 Model-based clustering and classification for data science. With applications in R. Zbl 1436.62006Bouveyron, Charles; Celeux, Gilles; Murphy, T. Brendan; Raftery, Adrian E. 26 2019 A stochastic approximation type EM algorithm for the mixture problem. Zbl 0766.62050Celeux, Gilles; Diebolt, Jean 25 1992 EM procedures using mean field-like approximations for Markov model-based image segmentation. Zbl 1010.68158Celeux, Gilles; Forbes, Florence; Peyrard, Nathalie 23 2003 Selecting hidden Markov model state number with cross-validated likelihood. Zbl 1224.62039Celeux, Gilles; Durand, Jean-Baptiste 20 2008 Bayesian inference for mixture: The label switching problem. Zbl 0951.62018Celeux, Gilles 19 1998 Bayesian estimation of hidden Markov chains: A stochastic implementation. Zbl 0783.62062Robert, Christian P.; Celeux, Gilles; Diebolt, Jean 18 1993 Iterated importance sampling in missing data problems. Zbl 1445.62004Celeux, Gilles; Marin, Jean-Michel; Robert, Christian P. 17 2006 Exact and Monte Carlo calculations of integrated likelihoods for the latent class model. Zbl 1203.62027Biernacki, C.; Celeux, G.; Govaert, G. 14 2010 Handbook of mixture analysis. Zbl 1419.62001 14 2019 EM for mixtures. Initialization requires special care. Zbl 1331.62301Baudry, Jean-Patrick; Celeux, Gilles 14 2015 Regularization in regression: comparing Bayesian and frequentist methods in a poorly informative situation. Zbl 1330.62284Celeux, Gilles; El Anbari, Mohammed; Marin, Jean-Michel; Robert, Christian P. 12 2012 An alternative competing risk model to the Weibull distribution for modelling aging in lifetime data analysis. Zbl 1109.62008Bousquet, Nicolas; Bertholon, Henri; Celeux, Gilles 11 2006 Regularization in discriminant analysis: an overview. Zbl 0875.62266Mkhadri, A.; Celeux, G.; Nasroallah, A. 10 1997 Comparing model selection and regularization approaches to variable selection in model-based clustering. Zbl 1316.62083Celeux, Gilles; Martin-Magniette, Marie-Laure; Maugis-Rabusseau, Cathy; Raftery, Adrian E. 9 2014 L’algorithme SEM: Un algorithme d’apprentissage probabiliste pour la reconnaissance de mélange de densités. (The SEM algorithm: An algorithm of probabilistic learning for the determination of mixtures of densities). Zbl 0607.62037Celeux, Gilles; Diebolt, Jean 8 1986 Variable selection in model-based clustering and discriminant analysis with a regularization approach. Zbl 1474.62216Celeux, Gilles; Maugis-Rabusseau, Cathy; Sedki, Mohammed 6 2019 Variable selection in model-based discriminant analysis. Zbl 1219.62103Maugis, C.; Celeux, G.; Martin-Magniette, M.-L. 6 2011 Classification and models. (Classification et modèles.) Zbl 0972.62527Celeux, G. 5 1988 La methode des nuees dynamiques. (The method of dynamic clusters). Zbl 0729.62574Celeux, G.; Diday, E.; Govaert, G.; Lechevallier, Yl.; Ralambondrainy, H. 5 1987 Une version de type recuit simulé de l’algorithme EM. (A simulated annealing type EM algorithm). Zbl 0693.62035Celeux, Gilles; Diebolt, Jean 4 1990 Selecting models focussing on the modeller’s purpose. Zbl 1147.62347Baudry, Jean-Patrick; Celeux, Gilles; Marin, Jean-Michel 4 2008 Nonlinear methods for inverse statistical problems. Zbl 1247.62133Barbillon, Pierre; Celeux, Gilles; Grimaud, Agnès; Lefebvre, Yannick; De Rocquigny, Étienne 3 2011 Model selection for mixture models – perspectives and strategies. Zbl 1428.62269Celeux, Gilles; Frühwirth-Schnatter, Sylvia; Robert, Christian P. 3 2019 Latent class models for categorical data. Zbl 1396.62125Celeux, G.; Govaert, Gérard 2 2016 Validity tests in cluster analysis using a probabilistic teacher algorithm. Zbl 0626.62061Celeux, G. 2 1986 Comment on “A framework for feature selection in clustering”. Zbl 1430.62126Celeux, Gilles; Martin-Magniette, Marie-Laure; Maugis, Cathy; Raftery, Adrian E. 2 2011 Rejoinder: “Deviance information criteria for missing data models”. Zbl 1331.62330Celeux, G.; Forbes, F.; Robert, C. P.; Titterington, D. M. 2 2006 Méthodes de segmentation non paramètriques. Zbl 0528.62057Celeux, Gilles; Lechevallier, Yves 1 1982 Learning switching dynamic models for objects tracking. Zbl 1070.68644Celeux, Gilles; Nascimento, Jacinto; Marques, Jorge 1 2004 A predictive deviance criterion for selecting a generative model in semi-supervised classification. Zbl 1468.62202Vandewalle, Vincent; Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard 1 2013 Bayesian variable selection in linear regression. (Sélection bayésienne de variables en régression linéaire.) Zbl 1409.62134Celeux, Gilles; Marin, Jean-Michel; Robert, Christian 1 2006 Identifying intrinsic variability in multivariate systems through linearized inverse methods. Zbl 1187.62205Celeux, G.; Grimaud, A.; Lefèbvre, Y.; de Rocquigny, E. 1 2010 Discriminant analysis on qualitative variables. Preface of Jean-Jacques Daudin. (Analyse discriminante sur variables qualitatives. Préface de Jean-Jacques Daudin.) Zbl 0856.62054Carlier, André; Celeux, Gilles; Gueguen, Alice; Mkhadri, Abdallah; Nakache, Jean-Pierre; Petiot, Jean-François; Turlot, Jean-Christophe 1 1994 EM methods for finite mixtures. Zbl 1428.62268Celeux, Gilles 1 2019 Model-based clustering and classification for data science. With applications in R. Zbl 1436.62006Bouveyron, Charles; Celeux, Gilles; Murphy, T. Brendan; Raftery, Adrian E. 26 2019 Handbook of mixture analysis. Zbl 1419.62001 14 2019 Variable selection in model-based clustering and discriminant analysis with a regularization approach. Zbl 1474.62216Celeux, Gilles; Maugis-Rabusseau, Cathy; Sedki, Mohammed 6 2019 Model selection for mixture models – perspectives and strategies. Zbl 1428.62269Celeux, Gilles; Frühwirth-Schnatter, Sylvia; Robert, Christian P. 3 2019 EM methods for finite mixtures. Zbl 1428.62268Celeux, Gilles 1 2019 Latent class models for categorical data. Zbl 1396.62125Celeux, G.; Govaert, Gérard 2 2016 Estimation and selection for the latent block model on categorical data. Zbl 1331.62149Keribin, Christine; Brault, Vincent; Celeux, Gilles; Govaert, Gérard 32 2015 EM for mixtures. Initialization requires special care. Zbl 1331.62301Baudry, Jean-Patrick; Celeux, Gilles 14 2015 Comparing model selection and regularization approaches to variable selection in model-based clustering. Zbl 1316.62083Celeux, Gilles; Martin-Magniette, Marie-Laure; Maugis-Rabusseau, Cathy; Raftery, Adrian E. 9 2014 A predictive deviance criterion for selecting a generative model in semi-supervised classification. Zbl 1468.62202Vandewalle, Vincent; Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard 1 2013 Regularization in regression: comparing Bayesian and frequentist methods in a poorly informative situation. Zbl 1330.62284Celeux, Gilles; El Anbari, Mohammed; Marin, Jean-Michel; Robert, Christian P. 12 2012 Variable selection in model-based discriminant analysis. Zbl 1219.62103Maugis, C.; Celeux, G.; Martin-Magniette, M.-L. 6 2011 Nonlinear methods for inverse statistical problems. Zbl 1247.62133Barbillon, Pierre; Celeux, Gilles; Grimaud, Agnès; Lefebvre, Yannick; De Rocquigny, Étienne 3 2011 Comment on “A framework for feature selection in clustering”. Zbl 1430.62126Celeux, Gilles; Martin-Magniette, Marie-Laure; Maugis, Cathy; Raftery, Adrian E. 2 2011 Exact and Monte Carlo calculations of integrated likelihoods for the latent class model. Zbl 1203.62027Biernacki, C.; Celeux, G.; Govaert, G. 14 2010 Identifying intrinsic variability in multivariate systems through linearized inverse methods. Zbl 1187.62205Celeux, G.; Grimaud, A.; Lefèbvre, Y.; de Rocquigny, E. 1 2010 Variable selection for clustering with Gaussian mixture models. Zbl 1172.62021Maugis, Cathy; Celeux, Gilles; Martin-Magniette, Marie-Laure 52 2009 Variable selection in model-based clustering: a general variable role modeling. Zbl 1453.62154Maugis, C.; Celeux, G.; Martin-Magniette, M.-L. 30 2009 Selecting hidden Markov model state number with cross-validated likelihood. Zbl 1224.62039Celeux, Gilles; Durand, Jean-Baptiste 20 2008 Selecting models focussing on the modeller’s purpose. Zbl 1147.62347Baudry, Jean-Patrick; Celeux, Gilles; Marin, Jean-Michel 4 2008 Deviance information criteria for missing data models. Zbl 1331.62329Celeux, G.; Forbes, F.; Robert, C. P.; Titterington, D. M. 184 2006 Model-based cluster and discriminant analysis with the MIXMOD software. Zbl 1157.62431Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard; Langrognet, Florent 34 2006 Iterated importance sampling in missing data problems. Zbl 1445.62004Celeux, Gilles; Marin, Jean-Michel; Robert, Christian P. 17 2006 An alternative competing risk model to the Weibull distribution for modelling aging in lifetime data analysis. Zbl 1109.62008Bousquet, Nicolas; Bertholon, Henri; Celeux, Gilles 11 2006 Rejoinder: “Deviance information criteria for missing data models”. Zbl 1331.62330Celeux, G.; Forbes, F.; Robert, C. P.; Titterington, D. M. 2 2006 Bayesian variable selection in linear regression. (Sélection bayésienne de variables en régression linéaire.) Zbl 1409.62134Celeux, Gilles; Marin, Jean-Michel; Robert, Christian 1 2006 Mixture of linear mixed models for clustering gene expression profiles from repeated microarray experiments. Zbl 1111.62103Celeux, Gilles; Martin, Olivier; Lavergne, Christian 29 2005 Learning switching dynamic models for objects tracking. Zbl 1070.68644Celeux, Gilles; Nascimento, Jacinto; Marques, Jorge 1 2004 Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models. Zbl 1429.62235Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard 133 2003 EM procedures using mean field-like approximations for Markov model-based image segmentation. Zbl 1010.68158Celeux, Gilles; Forbes, Florence; Peyrard, Nathalie 23 2003 Computational and inferential difficulties with mixture posterior distributions. Zbl 0999.62020Celeux, Gilles; Hurn, Merrilee; Robert, Christian P. 139 2000 An improvement of the NEC criterion for assessing the number of clusters in a mixture model. Zbl 0933.68117Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard 29 1999 Bayesian inference for mixture: The label switching problem. Zbl 0951.62018Celeux, Gilles 19 1998 Regularization in discriminant analysis: an overview. Zbl 0875.62266Mkhadri, A.; Celeux, G.; Nasroallah, A. 10 1997 An entropy criterion for assessing the number of clusters in a mixture model. Zbl 0861.62051Celeux, Gilles; Soromenho, Gilda 57 1996 Regularized Gaussian discriminant analysis through eigenvalue decomposition. Zbl 0885.62068Bensmail, Halima; Celeux, Gilles 43 1996 Stochastic versions of the EM algorithm: An experimental study in the mixture case. Zbl 0907.62024Celeux, Gilles; Chauveau, Didier; Diebolt, Jean 31 1996 Discriminant analysis on qualitative variables. Preface of Jean-Jacques Daudin. (Analyse discriminante sur variables qualitatives. Préface de Jean-Jacques Daudin.) Zbl 0856.62054Carlier, André; Celeux, Gilles; Gueguen, Alice; Mkhadri, Abdallah; Nakache, Jean-Pierre; Petiot, Jean-François; Turlot, Jean-Christophe 1 1994 Asymptotic properties of a stochastic EM algorithm for estimating mixing proportions. Zbl 0783.62021Diebolt, Jean; Celeux, Gilles 26 1993 Bayesian estimation of hidden Markov chains: A stochastic implementation. Zbl 0783.62062Robert, Christian P.; Celeux, Gilles; Diebolt, Jean 18 1993 A classification EM algorithm for clustering and two stochastic versions. Zbl 0937.62605Celeux, Gilles; Govaert, Gérard 111 1992 A stochastic approximation type EM algorithm for the mixture problem. Zbl 0766.62050Celeux, Gilles; Diebolt, Jean 25 1992 Clustering criteria for discrete data and latent class models. Zbl 0775.62150Celeux, Gilles; Govaert, Gérard 36 1991 Une version de type recuit simulé de l’algorithme EM. (A simulated annealing type EM algorithm). Zbl 0693.62035Celeux, Gilles; Diebolt, Jean 4 1990 Classification and models. (Classification et modèles.) Zbl 0972.62527Celeux, G. 5 1988 La methode des nuees dynamiques. (The method of dynamic clusters). Zbl 0729.62574Celeux, G.; Diday, E.; Govaert, G.; Lechevallier, Yl.; Ralambondrainy, H. 5 1987 L’algorithme SEM: Un algorithme d’apprentissage probabiliste pour la reconnaissance de mélange de densités. (The SEM algorithm: An algorithm of probabilistic learning for the determination of mixtures of densities). Zbl 0607.62037Celeux, Gilles; Diebolt, Jean 8 1986 Validity tests in cluster analysis using a probabilistic teacher algorithm. Zbl 0626.62061Celeux, G. 2 1986 Méthodes de segmentation non paramètriques. Zbl 0528.62057Celeux, Gilles; Lechevallier, Yves 1 1982 all cited Publications top 5 cited Publications all top 5 Cited by 1,736 Authors 27 Celeux, Gilles 25 Bouveyron, Charles 20 McNicholas, Paul D. 20 Punzo, Antonio 19 Govaert, Gérard 19 Murphy, Thomas Brendan 18 Melnykov, Volodymyr 17 Biernacki, Christophe 14 Latouche, Pierre 13 Nadif, Mohamed 11 Browne, Ryan P. 11 Yao, Weixin 9 García-Escudero, Luis Angel 9 Mayo-Iscar, Agustin 9 Robert, Christian P. Robert 9 Zhu, Xuwen 8 Galimberti, Giuliano 8 Marbac, Matthieu 8 Soffritti, Gabriele 7 Ambroise, Christophe 7 Ingrassia, Salvatore 7 Jacques, Julien 7 Lachos Dávila, Víctor Hugo 7 Lin, Tsung I. 7 McLachlan, Geoffrey John 6 Bartolucci, Francesco 6 Dey, Dipak Kumar 6 Frühwirth-Schnatter, Sylvia 6 Ghosh, Pulak 6 Girard, Stéphane 6 Lagona, Francesco 6 Marin, Jean-Michel 6 Maruotti, Antonello 6 Michael, Semhar 6 Scrucca, Luca 6 Spezia, Luigi 6 Vandewalle, Vincent 6 Volkovich, Vladimir E. 5 Chauveau, Didier 5 Das, Kiranmoy 5 Fop, Michael 5 Forbes, Florence 5 Gordaliza, Alfonso 5 Greselin, Francesca 5 Martin-Magniette, Marie-Laure 5 Mengersen, Kerrie L. 5 Papastamoulis, Panagiotis 5 Song, Xinyuan 4 Andrews, Jeffrey L. 4 Arnold, Richard A. 4 Barzily, Zeev 4 Baudry, Jean-Patrick 4 Cabral, Celso Rômulo Barbosa 4 Cappozzo, Andrea 4 Chen, Minghui 4 Corneli, Marco 4 Dean, Nema 4 Fernández, Daniel 4 Gormley, Isobel Claire 4 Maitra, Ranjan 4 Mattei, Pierre-Alexandre 4 Maugis, Cathy 4 Nguyen, Hien Duy 4 Pandolfi, Silvia 4 Picone, Marco 4 Quintana, Fernando Andrés 4 Saraiva, Erlandson F. 4 Sedki, Mohammed A. 4 Titterington, D. Michael 4 Toledano-Kitai, Dvora 4 Wang, Wan-Lun 4 Yang, Miin-Shen 3 Abanto-Valle, Carlos Antonio 3 Aitkin, Murray A. 3 Anderlucci, Laura 3 Ariyo, Oludare Samuel 3 Avros, Renata 3 Bagnato, Luca 3 Balakrishnan, Narayanaswamy 3 Belaghi, Reza Arabi 3 Bousquet, Nicolas 3 Brault, Vincent 3 Cai, Jingheng 3 Casa, Alessandro 3 Casarin, Roberto 3 Casella, George 3 Castro, Luis Mauricio 3 Chen, Kun 3 Chopin, Nicolas 3 Croux, Christophe 3 Daniels, Michael J. 3 de A. T. de Carvalho, Francisco 3 DeSarbo, Wayne S. 3 Diebolt, Jean 3 Erosheva, Elena A. 3 Farcomeni, Alessio 3 Faria, Susana 3 Friel, Nial 3 Grün, Bettina 3 Gyllenberg, Mats ...and 1,636 more Authors all top 5 Cited in 143 Serials 155 Computational Statistics and Data Analysis 74 Statistics and Computing 52 Advances in Data Analysis and Classification. ADAC 42 Computational Statistics 40 The Annals of Applied Statistics 35 Journal of Statistical Computation and Simulation 34 Journal of Classification 29 Communications in Statistics. Simulation and Computation 27 Journal of Applied Statistics 25 Biometrics 23 Psychometrika 23 Journal of Multivariate Analysis 20 Communications in Statistics. Theory and Methods 20 Statistical Modelling 19 Pattern Recognition 15 Journal of Statistical Planning and Inference 12 European Journal of Operational Research 12 Electronic Journal of Statistics 11 Journal of Computational and Graphical Statistics 10 Journal of Econometrics 10 Statistical Papers 8 The Annals of Statistics 8 Journal of the American Statistical Association 8 Journal of Agricultural, Biological, and Environmental Statistics 8 Bayesian Analysis 7 The Canadian Journal of Statistics 7 Statistical Science 7 Test 7 Brazilian Journal of Probability and Statistics 6 Sankhyā. Series B 5 Metron 5 Revue de Statistique Appliquée 5 Statistics 5 Neural Computation 5 AStA. Advances in Statistical Analysis 4 Annals of the Institute of Statistical Mathematics 4 Biometrical Journal 4 Journal of Mathematical Psychology 4 Insurance Mathematics & Economics 4 Statistics & Probability Letters 4 Machine Learning 4 Lifetime Data Analysis 4 Bernoulli 4 Data Mining and Knowledge Discovery 4 Statistical Applications in Genetics and Molecular Biology 4 Statistical Methodology 4 Journal of the Korean Statistical Society 4 Journal of Statistical Theory and Practice 3 The American Statistician 3 Journal of Time Series Analysis 3 Econometric Reviews 3 Applied Mathematical Modelling 3 Journal of Nonparametric Statistics 3 Australian & New Zealand Journal of Statistics 3 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 Methodology and Computing in Applied Probability 3 Statistical Methods and Applications 3 Statistical Analysis and Data Mining 3 Statistics Surveys 2 Computers & Mathematics with Applications 2 Journal of the Franklin Institute 2 Metrika 2 Scandinavian Journal of Statistics 2 International Statistical Review 2 Theoretical Computer Science 2 Acta Applicandae Mathematicae 2 International Journal of Approximate Reasoning 2 Signal Processing 2 Annals of Operations Research 2 Economics Letters 2 Journal of Global Optimization 2 Journal of Mathematical Imaging and Vision 2 Monte Carlo Methods and Applications 2 Journal of the Royal Statistical Society. Series C. Applied Statistics 2 CEJOR. Central European Journal of Operations Research 2 Biostatistics 2 Applied Stochastic Models in Business and Industry 2 Journal of Machine Learning Research (JMLR) 2 OR Spectrum 2 Comptes Rendus. Mathématique. Académie des Sciences, Paris 2 Operational Research. An International Journal 1 Biological Cybernetics 1 Inverse Problems 1 Journal of Computational Physics 1 Journal of Mathematical Biology 1 Lithuanian Mathematical Journal 1 Physica A 1 Bulletin of Mathematical Biology 1 Reviews in Mathematical Physics 1 Chaos, Solitons and Fractals 1 Fuzzy Sets and Systems 1 Information Sciences 1 Journal of Applied Probability 1 Kybernetika 1 Naval Research Logistics 1 Statistica 1 Theoretical Population Biology 1 Moscow University Computational Mathematics and Cybernetics 1 Stochastic Analysis and Applications 1 International Journal of Production Research ...and 43 more Serials all top 5 Cited in 23 Fields 906 Statistics (62-XX) 176 Numerical analysis (65-XX) 59 Computer science (68-XX) 57 Probability theory and stochastic processes (60-XX) 53 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 50 Biology and other natural sciences (92-XX) 30 Operations research, mathematical programming (90-XX) 12 Information and communication theory, circuits (94-XX) 6 Combinatorics (05-XX) 6 Geophysics (86-XX) 5 Statistical mechanics, structure of matter (82-XX) 5 Astronomy and astrophysics (85-XX) 5 Systems theory; control (93-XX) 3 General and overarching topics; collections (00-XX) 3 Linear and multilinear algebra; matrix theory (15-XX) 2 Mathematical logic and foundations (03-XX) 2 Dynamical systems and ergodic theory (37-XX) 1 History and biography (01-XX) 1 General algebraic systems (08-XX) 1 Algebraic geometry (14-XX) 1 Partial differential equations (35-XX) 1 Mechanics of deformable solids (74-XX) 1 Optics, electromagnetic theory (78-XX) Citations by Year