Edit Profile (opens in new tab) Saporta, Gilbert Compute Distance To: Compute Author ID: saporta.gilbert Published as: Saporta, Gilbert; Saporta, G. Documents Indexed: 42 Publications since 1977, including 5 Books 9 Contributions as Editor · 1 Further Contribution Co-Authors: 58 Co-Authors with 43 Joint Publications 584 Co-Co-Authors all top 5 Co-Authors 8 single-authored 6 Preda, Cristian 4 Niang, Ndèye 4 Wang, Huiwen 2 Abdi, Hervé 2 Benammou, Salwa 2 Bougeard, Stéphanie 2 Bouroche, Jean-Marie 2 Deville, Jean-Claude 2 Droesbeke, Jean-Jacques 2 Esposito Vinzi, Vincenzo 2 Guan, Rong 2 Jaupi, Luan 2 Lechevallier, Yves 2 Wang, Shanshan 2 Youness, Genane 1 Antoch, Jaromír 1 Bera, Michel 1 Bertrand, Patrice 1 Bourdeau, Marc 1 Burtschy, Bernard 1 Camillo, Furio 1 Cariou, Véronique 1 Celeux, Gilles 1 Chabanon, Christian 1 Dazy, Frédéric 1 de A. T. de Carvalho, Francisco 1 Demeyer, Séverine 1 Diday, Edwin 1 Dubuisson, Bernard 1 Fertil, Bernard 1 Fine, Jeanne 1 Fischer, Nicolas 1 Geronimi, J. 1 Giron, Alain 1 Huang, Tingting 1 Karlis, Dimitris 1 Kobilinsky, André 1 Lauro, Carlo Natale 1 Lavallard, Françoise 1 Le Barzic, Jean-François 1 Leblond, Laurent 1 Lejeune, Michel G. 1 Lévéder, Caroline 1 Liberati, Caterina 1 Liu, Ruiping 1 Mahjoub, S. 1 Masson, Jean-Pierre 1 Mbarek, Mohamed Hadj 1 Mbarek, Mohamed Hedi Ben Hadj 1 Nivelle, F. 1 Plasse, Marie 1 Preda, Vasile C. 1 Queiroz, Danilo N. 1 Russolillo, Giorgio 1 Skiadas, Christos H. 1 Souissi, Besma 1 Spinakis, Antonis 1 Ştefănescu, Maria Viorica 1 Tenenhaus, Arthur 1 Tenenhaus, Michel 1 Trinchera, Laura 1 Turlot, Jean-Christophe 1 Vichi, Maurizio 1 Viennet, Emmanuel 1 Villeminot, Alexandre 1 Wang, Zhichao all top 5 Serials 8 Computational Statistics and Data Analysis 4 Advances in Data Analysis and Classification. ADAC 2 Computational Statistics 2 Communications in Statistics. Theory and Methods 1 Revue Roumaine de Mathématiques Pures et Appliquées 1 Economic Computation and Economic Cybernetics Studies and Research 1 Journal of Econometrics 1 Publications de l’Institut de Statistique de l’Université de Paris 1 Revue de Statistique Appliquée 1 Applied Stochastic Models and Data Analysis 1 Applied Stochastic Models in Business and Industry 1 REVSTAT 1 Collection Didactique 1 Springer Proceedings in Mathematics & Statistics 1 Contributions to Statistics 1 Journal de la Société Française de Statistique & Revue de Statistique Appliquée 1 Big Data, Artificial Intelligence and Data Analysis Set all top 5 Fields 51 Statistics (62-XX) 8 General and overarching topics; collections (00-XX) 5 Numerical analysis (65-XX) 5 Computer science (68-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Geophysics (86-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 29 Publications have been cited 210 times in 182 Documents Cited by ▼ Year ▼ PLS regression on a stochastic process. Zbl 1429.62224Preda, C.; Saporta, G. 47 2005 PLS classification on functional data. Zbl 1196.62086Preda, Christian; Saporta, Gilbert; Lévéder, Caroline 40 2007 Clusterwise PLS regression on a stochastic process. Zbl 1429.62299Preda, C.; Saporta, G. 22 2005 Clustering and disjoint principal component analysis. Zbl 1453.62230Vichi, Maurizio; Saporta, Gilbert 20 2009 Probabilités, analyse des données et statistique. (Probabilities, data analysis and statistics). Zbl 0703.62003Saporta, Gilbert 17 1990 Probabilities, data analysis and statistics. 2nd revised and extended ed. (Probabilités, analyse des données et statistique.) Zbl 1185.62008Saporta, Gilbert 10 2006 Combined use of association rules mining and clustering methods to find relevant links between binary rare attributes in a large data set. Zbl 1452.62460Plasse, Marie; Niang, Ndeye; Saporta, Gilbert; Villeminot, Alexandre; Leblond, Laurent 9 2007 Data analysis for numerical and categorical individual time-series. Zbl 0587.62172Saporta, G. 4 1985 Using the influence function in robust principal components analysis. Zbl 0819.62051Jaupi, Luan; Saporta, Gilbert 4 1993 Analysis of evolutionary data. Methods and applications. (L’analyse des données évolutives. Méthodes et applications.) Zbl 0867.62052Dazy, Frédéric; Le Barzic, Jean-François; Saporta, Gilbert; Lavallard, Françoise 3 1996 Kernel logistic PLS: a tool for supervised nonlinear dimensionality reduction and binary classification. Zbl 1162.62384Tenenhaus, Arthur; Giron, Alain; Viennet, Emmanuel; Béra, Michel; Saporta, Gilbert; Fertil, Bernard 3 2007 Data fusion and data grafting. Zbl 1072.62502Saporta, Gilbert 3 2002 Experimental designs: industrial applications. (Plans d’experiences: applications à l’entreprise.) Zbl 0947.62504 3 1997 On the connection between the distribution of eigenvalues in multiple correspondence analysis and log-linear models. Zbl 1057.62043Ben Ammou, S.; Saporta, G. 2 2003 Correspondence analysis and classification. Zbl 1127.62055Saporta, Gilbert; Niang, Ndèye 2 2006 Comparing partitions of two sets of units based on the same variables. Zbl 1306.62148Youness, Genane; Saporta, Gilbert 2 2010 Correspondence analysis, with an extension towards nominal time series. Zbl 0511.62004Deville, J.-C.; Saporta, G. 2 1983 L’analyse des données. Zbl 0527.62002Bouroche, Jean-Marie; Saporta, Gilbert 2 1980 PCR and PLS for clusterwise regression on functional data. Zbl 05486191Preda, Cristian; Saporta, Gilbert 2 2007 A clusterwise center and range regression model for interval-valued data. Zbl 1436.62371de Carvalho, Francisco de A. T.; Saporta, Gilbert; Queiroz, Danilo N. 2 2010 Advances in credit scoring: combining performance and interpretation in kernel discriminant analysis. Zbl 1414.62421Liberati, Caterina; Camillo, Furio; Saporta, Gilbert 2 2017 Clusterwise analysis for multiblock component methods. Zbl 1414.62231Bougeard, Stéphanie; Abdi, Hervé; Saporta, Gilbert; Niang, Ndèye 2 2018 The NIPALS algorithm for missing functional data. Zbl 1264.62035Preda, Cristian; Saporta, Gilbert; Mbarek, Mohamed Hedi Ben Hadj 1 2010 Théories et méthodes de la statistique. Zbl 0404.62004Saporta, G. 1 1978 Prediction for regularized clusterwise multiblock regression. Zbl 1414.62230Bougeard, S.; Cariou, V.; Saporta, G.; Niang, N. 1 2018 Comparing two partitions: some proposals and experiments. Zbl 1439.62037Saporta, Gilbert; Youness, Genane 1 2002 A simple rule for the selection of principal components. Zbl 1029.62054Karlis, Dimitris; Saporta, Gilbert; Spinakis, Antonis 1 2003 A nonparametric discrimination method. (Une méthode de discrimination non paramétrique.) Zbl 0972.62530Mahjoub, S.; Saporta, G. 1 1994 Multivariate total quality control. Foundation and recent advances. Zbl 0978.00019 1 2002 Clusterwise analysis for multiblock component methods. Zbl 1414.62231Bougeard, Stéphanie; Abdi, Hervé; Saporta, Gilbert; Niang, Ndèye 2 2018 Prediction for regularized clusterwise multiblock regression. Zbl 1414.62230Bougeard, S.; Cariou, V.; Saporta, G.; Niang, N. 1 2018 Advances in credit scoring: combining performance and interpretation in kernel discriminant analysis. Zbl 1414.62421Liberati, Caterina; Camillo, Furio; Saporta, Gilbert 2 2017 Comparing partitions of two sets of units based on the same variables. Zbl 1306.62148Youness, Genane; Saporta, Gilbert 2 2010 A clusterwise center and range regression model for interval-valued data. Zbl 1436.62371de Carvalho, Francisco de A. T.; Saporta, Gilbert; Queiroz, Danilo N. 2 2010 The NIPALS algorithm for missing functional data. Zbl 1264.62035Preda, Cristian; Saporta, Gilbert; Mbarek, Mohamed Hedi Ben Hadj 1 2010 Clustering and disjoint principal component analysis. Zbl 1453.62230Vichi, Maurizio; Saporta, Gilbert 20 2009 PLS classification on functional data. Zbl 1196.62086Preda, Christian; Saporta, Gilbert; Lévéder, Caroline 40 2007 Combined use of association rules mining and clustering methods to find relevant links between binary rare attributes in a large data set. Zbl 1452.62460Plasse, Marie; Niang, Ndeye; Saporta, Gilbert; Villeminot, Alexandre; Leblond, Laurent 9 2007 Kernel logistic PLS: a tool for supervised nonlinear dimensionality reduction and binary classification. Zbl 1162.62384Tenenhaus, Arthur; Giron, Alain; Viennet, Emmanuel; Béra, Michel; Saporta, Gilbert; Fertil, Bernard 3 2007 PCR and PLS for clusterwise regression on functional data. Zbl 05486191Preda, Cristian; Saporta, Gilbert 2 2007 Probabilities, data analysis and statistics. 2nd revised and extended ed. (Probabilités, analyse des données et statistique.) Zbl 1185.62008Saporta, Gilbert 10 2006 Correspondence analysis and classification. Zbl 1127.62055Saporta, Gilbert; Niang, Ndèye 2 2006 PLS regression on a stochastic process. Zbl 1429.62224Preda, C.; Saporta, G. 47 2005 Clusterwise PLS regression on a stochastic process. Zbl 1429.62299Preda, C.; Saporta, G. 22 2005 On the connection between the distribution of eigenvalues in multiple correspondence analysis and log-linear models. Zbl 1057.62043Ben Ammou, S.; Saporta, G. 2 2003 A simple rule for the selection of principal components. Zbl 1029.62054Karlis, Dimitris; Saporta, Gilbert; Spinakis, Antonis 1 2003 Data fusion and data grafting. Zbl 1072.62502Saporta, Gilbert 3 2002 Comparing two partitions: some proposals and experiments. Zbl 1439.62037Saporta, Gilbert; Youness, Genane 1 2002 Multivariate total quality control. Foundation and recent advances. Zbl 0978.00019 1 2002 Experimental designs: industrial applications. (Plans d’experiences: applications à l’entreprise.) Zbl 0947.62504 3 1997 Analysis of evolutionary data. Methods and applications. (L’analyse des données évolutives. Méthodes et applications.) Zbl 0867.62052Dazy, Frédéric; Le Barzic, Jean-François; Saporta, Gilbert; Lavallard, Françoise 3 1996 A nonparametric discrimination method. (Une méthode de discrimination non paramétrique.) Zbl 0972.62530Mahjoub, S.; Saporta, G. 1 1994 Using the influence function in robust principal components analysis. Zbl 0819.62051Jaupi, Luan; Saporta, Gilbert 4 1993 Probabilités, analyse des données et statistique. (Probabilities, data analysis and statistics). Zbl 0703.62003Saporta, Gilbert 17 1990 Data analysis for numerical and categorical individual time-series. Zbl 0587.62172Saporta, G. 4 1985 Correspondence analysis, with an extension towards nominal time series. Zbl 0511.62004Deville, J.-C.; Saporta, G. 2 1983 L’analyse des données. Zbl 0527.62002Bouroche, Jean-Marie; Saporta, Gilbert 2 1980 Théories et méthodes de la statistique. Zbl 0404.62004Saporta, G. 1 1978 all cited Publications top 5 cited Publications all top 5 Cited by 331 Authors 9 Aguilera, Ana M. 9 Saporta, Gilbert 7 Bagirov, Adil M. 6 Valderrama, Mariano J. 5 Escabias, Manuel 5 Shang, Han Lin 4 Aguilera-Morillo, M. Carmen 4 D’Urso, Pierpaolo 4 Jacques, Julien 4 Johannes, Jan 4 Preda, Cristian 4 Trendafilov, Nickolay T. 4 Ugon, Julien 4 Vichi, Maurizio 3 Blanquero, Rafael 3 Bougeard, Stéphanie 3 Carrizosa, Emilio 3 Cuevas, Antonio 3 Delaigle, Aurore 3 Jiménez-Cordero, Asunción 3 Martin-Barragan, Belen 3 Mirzayeva, Hijran G. 3 Pagès, Jérôme 3 Palumbo, Francesco 3 Poëtte, Gaël 3 Song, Xinyuan 3 Taheri, Sona 3 Vieu, Philippe 2 Abdi, Hervé 2 Adachi, Kohei 2 Bécue-Bertaut, Mónica 2 Boente, Graciela 2 Bouveyron, Charles 2 Chen, Lu-Hung 2 Comte, Fabienne 2 D’Enza, Alfonso Iodice 2 Gorecki, Tomasz T. 2 Greenacre, Michael J. 2 Hall, Peter Gavin 2 Hyndman, Rob J. 2 Jiang, Ci-Ren 2 Jolliffe, Ian T. 2 Kojadinovic, Ivan 2 Lian, Heng 2 Luo, Ruiyan 2 Massari, Riccardo 2 Niang, Ndèye 2 Poggi, Jean-Michel 2 Qi, Xin 2 Roche, Angelina 2 Sabatier, Robert 2 Santoro, Adriana 2 Viguier-Pla, Sylvie 2 Wang, Huiwen 2 Zhu, Hongtu 1 Adelfio, Giada 1 Adler, Werner 1 Alawieh, Hiba 1 Almeida, Renan Moritz V. R. 1 Aminghafari, Mina 1 Aneiros-Pérez, Germán 1 Aria, Massimo 1 Arnaud, Patrick 1 Bacro, Jean-Noël 1 Baíllo, Amparo 1 Bali, Juan Lucas 1 Bar-Hen, Avner 1 Barahona, Sonia 1 Bardos, Mireille 1 Benammou, Salwa 1 Bera, Michel 1 Berchtold, André 1 Bereswill, Mareike 1 Bernede, Adrien 1 Berrendero, Jose Ramon 1 Bertrand, Patrice 1 Berzal, Fernando 1 Besse, Philippe C. 1 Beyaztas, Ufuk 1 Biau, Gérard 1 Biernacki, Christophe 1 Billard, Lynne 1 Blasius, Jörg 1 Blatman, Géraud 1 Bock, Hans-Hermann 1 Borschneck, D. P. 1 Boulle, Marc 1 Brunel, Élodie 1 Cadima, Jorge F. C. L. 1 Cai, Jingyu 1 Calò, Daniela Giovanna 1 Camiz, Sergio 1 Campello, Ricardo José Gabrielli Barreto 1 Cantet, Philippe 1 Cao, Fuyuan 1 Cao, Jiguo 1 Capitaine, Mireille 1 Cardot, Hervé 1 Caridad, José M. 1 Carlier, Jacques G. ...and 231 more Authors all top 5 Cited in 73 Serials 28 Computational Statistics and Data Analysis 15 Advances in Data Analysis and Classification. ADAC 8 Test 7 Computational Statistics 6 Journal of Multivariate Analysis 6 Journal of Classification 6 Journal of Applied Statistics 5 Information Sciences 5 Journal de la Société Française de Statistique & Revue de Statistique Appliquée 4 Revue de Statistique Appliquée 4 Communications in Statistics. Simulation and Computation 3 Journal of the American Statistical Association 3 Journal of Statistical Planning and Inference 3 Communications in Statistics. Theory and Methods 3 European Journal of Operational Research 3 The Annals of Applied Statistics 2 Discrete Applied Mathematics 2 Journal of Computational Physics 2 The Annals of Statistics 2 Biometrical Journal 2 Journal of Econometrics 2 Statistics 2 International Journal of Approximate Reasoning 2 Statistics and Computing 1 Computer Methods in Applied Mechanics and Engineering 1 Metrika 1 Psychometrika 1 Scandinavian Journal of Statistics 1 The Annals of Probability 1 Journal of Computational and Applied Mathematics 1 The Journal of Mathematical Sociology 1 Journal of Optimization Theory and Applications 1 Mathematics and Computers in Simulation 1 Metron 1 Statistica 1 Statistica Neerlandica 1 Annales de la Faculté des Sciences de Toulouse. Série V. Mathématiques 1 Applied Stochastic Models and Data Analysis 1 Computers & Operations Research 1 Neural Networks 1 Journal of Statistical Computation and Simulation 1 Computational Economics 1 Mathematical Methods of Statistics 1 Journal of Inverse and Ill-Posed Problems 1 Statistica Sinica 1 Journal of Nonparametric Statistics 1 Optimization Methods & Software 1 Data Mining and Knowledge Discovery 1 Stochastic Environmental Research and Risk Assessment 1 RAIRO. Operations Research 1 Statistical Modelling 1 Comptes Rendus. Mathématique. Académie des Sciences, Paris 1 Communications on Pure and Applied Analysis 1 SORT. Statistics and Operations Research Transactions 1 Statistical Methods and Applications 1 Journal of Industrial and Management Optimization 1 Journal of the Korean Statistical Society 1 Optimization Letters 1 Computational & Mathematical Methods in Medicine 1 Statistical Analysis and Data Mining 1 AStA. Advances in Statistical Analysis 1 Electronic Journal of Statistics 1 Set-Valued and Variational Analysis 1 Science China. Mathematics 1 Journal of Computational and Graphical Statistics 1 European Actuarial Journal 1 Journal of the Operations Research Society of China 1 Mathematics 1 Philosophical Transactions of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences 1 Journal de la Société Française de Statistique 1 Japanese Journal of Statistics and Data Science 1 British Journal for the History of Mathematics 1 Journal of Computational and Theoretical Transport all top 5 Cited in 21 Fields 161 Statistics (62-XX) 27 Numerical analysis (65-XX) 14 Computer science (68-XX) 11 Operations research, mathematical programming (90-XX) 10 Probability theory and stochastic processes (60-XX) 7 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 5 Functional analysis (46-XX) 3 General and overarching topics; collections (00-XX) 2 Combinatorics (05-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Fluid mechanics (76-XX) 2 Biology and other natural sciences (92-XX) 1 History and biography (01-XX) 1 Partial differential equations (35-XX) 1 Approximations and expansions (41-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Operator theory (47-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Convex and discrete geometry (52-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year