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270

CV-Hal Gilbert Saporta


Emeritus Professor of Applied Statistics at Conservatoire National des Arts et Métiers (CNAM)

Guest professor 2017-2022
Beihang University, Beijing, China
 
webpage : http://cedric.cnam.fr/~saporta
e-mail: gilbert.saporta@cnam.fr



EDUCATION

Ingénieur Ecole Centrale Paris (1968).
Master in mathematical statistics, Université Paris VI (1969).
Graduated from Institut de Statistique de l'Université de Paris (1970).
Docteur (Ph.D.) Statistique, Université Paris VI (1975).
Docteur ès Sciences Mathématiques, Université Paris VI (1981).


TEACHING EXPERIENCE


at Conservatoire National des Arts et Métiers (1984-2014):
- Unit STA 108 « Survey Sampling »
- Unit STA 201 « Advanced Multivariate Analysis »

others:


1969-1984 Assistant professor Paris Institute of Technology
1970-1972 lecturer Bachelor in Psychology Université Paris X
1971-1978 lecturer  Université de Paris VI.
1970-1983 Associate professor Ecole Nationale Supérieure des Mines de Paris.
1977-1983 Associate professor Ecole Nationale Supérieure du Pétrole et des Moteurs (IFP school)
1983-1991 Associate professor  Ecole Centrale Paris
1983-2007 lecturer Ecole Nationale de la Statistique et de l'Administration Economique
1986-2000 lecturer Institut de Statistique de l'Université Paris VI (ISUP)
1999-2007 lecturer Université de Neuchatel,Suisse

Ph.D. supervision:  29 Ph.D

ASSOCIATIONS:

- Honorary President of Société Française de Statistique  2017-
- President of the non-profit Foundation  "La Science Statistique" 2008-
- Past President of IASC (International Association for Statistical Computing) 2005-2007
- Former Vice-president of ISI (International Statistical Institute) 2005-2007
- Former President of Société de Statistique de France 1995-1996 & Société de Statistique de Paris 1995-1997
- Former president of ASU (Association pour la Statistique et ses Utilisations) 1986-1988;
- Member of Société Francophone de ClassificationPsychometric Society,  International Association for Statistical EducationSocieta Italiana di Statistica,
- Honorary member of Societatea de Probabilitati si Statistica din Romania

 


typdoc_ART59 documents

  • Biagio Zaffora, Séverine Demeyer, Matteo Magistris, Elvezio Ronchetti, Gilbert Saporta, et al.. A Bayesian framework to update scaling factors for radioactive waste characterization. Applied Radiation and Isotopes, Elsevier, 2020, pp.109092. ⟨10.1016/j.apradiso.2020.109092⟩. ⟨hal-02491880⟩
  • Huiwen Wang, Ruiping Liu, Shanshan Wang, Zhichao Wang, Gilbert Saporta. Ultra-high dimensional variable screening via Gram–Schmidt orthogonalization. Computational Statistics, Springer Verlag, 2020, ⟨10.1007/s00180-020-00963-7⟩. ⟨hal-02557084⟩
  • Astrid Chevance, Oumou Daouda, Alexandre Salvador, Patrick Légeron, Yannick Morvan, et al.. Work-related psychosocial risk factors and psychiatric disorders: A cross-sectional study in the French working population. PLoS ONE, Public Library of Science, 2020, 15 (5), pp.e0233472. ⟨10.1371/journal.pone.0233472⟩. ⟨hal-02615500⟩
  • Tingting Huang, Gilbert Saporta, Huiwen Wang, Shanshan Wang. A robust spatial autoregressive scalar-on-function regression with t-distribution. Advances in Data Analysis and Classification, Springer Verlag, 2020, ⟨10.1007/s11634-020-00384-w⟩. ⟨hal-02495912⟩
  • Tingting Huang, Huiwen Wang, Gilbert Saporta. 成分数据的空间自回归模型. Journal of Beijing University of Aeronautics and Astronautics, Beijing University of Aeronautics and Astronautics, 2019. ⟨hal-02471589⟩
  • Huiwen Wang, Jie Gu, Shanshan Wang, Gilbert Saporta. Spatial partial least squares autoregression: Algorithm and applications. Chemometrics and Intelligent Laboratory Systems, Elsevier, 2019, 184, pp.123-131. ⟨10.1016/j.chemolab.2018.12.001⟩. ⟨hal-02470100⟩
  • Zhichao Wang, Huiwen Wang, Shanshan Wang, Shan Lu, Gilbert Saporta. Linear mixed-effects model for longitudinal complex data with diversified characteristics. Journal of Management Science and Engineering, Elsevier B.V. on behalf of KeAi Communications Co., Ltd., 2019, ⟨10.1016/j.jmse.2019.11.001⟩. ⟨hal-02470654⟩
  • Gilbert Saporta. Training data scientists: a few challenges. International Journal of Data Science and Analytics, Springer Verlag, 2018, 6 (3), pp.201-204. ⟨10.1007/s41060-018-0114-1⟩. ⟨hal-02470032⟩
  • Stéphanie Bougeard, Véronique Cariou, Gilbert Saporta, Ndèye Niang. Prediction for regularized clusterwise multiblock regression. Applied Stochastic Models in Business and Industry, Wiley, 2018, 34 (6), pp.852-867. ⟨10.1002/asmb.2335⟩. ⟨hal-02470028⟩
  • Yuan Wei, Huiwen Wang, Shanshan Wang, Gilbert Saporta. Incremental modelling for compositional data streams. Communications in Statistics - Simulation and Computation, Taylor & Francis, 2018, 48 (8), pp.2229-2243. ⟨10.1080/03610918.2018.1455870⟩. ⟨hal-02470030⟩
  • Stéphanie Bougeard, Hervé Abdi, Gilbert Saporta, Ndèye Niang. Clusterwise analysis for multiblock component methods. Advances in Data Analysis and Classification, Springer Verlag, 2018, 12 (2), pp.285-313. ⟨10.1007/s11634-017-0296-8⟩. ⟨hal-02470765⟩
  • Gilbert Saporta. Quelle statistique pour les Big Data? : Entretien avec Gilbert SAPORTA. Statistique et Société, Société française de statistique, 2017, 5 (1). ⟨hal-02470803⟩
  • Biagio Zaffora, Matteo Magistris, Gilbert Saporta, Jean-Pierre Chevalier. Uncertainty quantification applied to the radiological characterization of radioactive waste. Applied Radiation and Isotopes, Elsevier, 2017, 127, pp.142-149. ⟨10.1016/j.apradiso.2017.06.001⟩. ⟨hal-01676367⟩
  • Julia Geronimi, Gilbert Saporta. Variable selection for multiply-imputed data with penalized generalized estimating equations. Computational Statistics and Data Analysis, Elsevier, 2017, 110, pp.103-114. ⟨10.1016/j.csda.2017.01.001⟩. ⟨hal-02470774⟩
  • Caterina Liberati, Furio Camillo, Gilbert Saporta. Advances in credit scoring: combining performance and interpretation in kernel discriminant analysis. Advances in Data Analysis and Classification, Springer Verlag, 2017, 11 (1), pp.121-138. ⟨10.1007/s11634-015-0213-y⟩. ⟨hal-02470771⟩
  • Biagio Zaffora, Matteo Magistris, Gilbert Saporta, Francesco La Torre. Statistical sampling applied to the radiological characterization of historical waste. EPJ N - Nuclear Sciences & Technologies, EDP Sciences, 2016, ⟨10.1051/epjn/2016031⟩. ⟨hal-02471758⟩
  • Ndeye Niang Keita, Gilbert Saporta, Michel Crucianu, Philippe Rigaux. Le certificat « Analyste de données massives » du Conservatoire national des arts et métiers. Statistique et Enseignement, Société Française de Statistique, 2016. ⟨hal-02500566⟩
  • Charles Gomes, Hisham Nocairi, Marie Thomas, Gilbert Saporta. Improving stacking methodology for combining classifiers: applications to cosmetic industry. Electronic Journal of Applied Statistical Analysis, ESE - Salento University Publishing, 2016, 09 (2), pp.340 - 361. ⟨10.1285/i20705948v9n2p340⟩. ⟨hal-02471754⟩
  • François Husson, Julie Josse, Gilbert Saporta. Jan de Leeuw and the French School of Data Analysis. Journal of Statistical Software, University of California, Los Angeles, 2016, 73 (6), 16 p. ⟨10.18637/jss.v073.i06⟩. ⟨hal-01400295⟩
  • Mounia Hocine, Karim Ait Bouziad, Patrick Légeron, William Dab, Gilbert Saporta. How to Identify and Prioritize Psychosocial Factors Impacting Stress Level. PLoS ONE, Public Library of Science, 2016, 11 (6), pp.e0157078. ⟨10.1371/journal.pone.0157078⟩. ⟨hal-02077300⟩
  • Gilbert Saporta. A Conversation with Jean-Louis Bodin. International Statistical Review, Wiley, 2015, 83 (1), pp.2-16. ⟨10.1111/insr.12081⟩. ⟨hal-02471961⟩
  • Hossein Hassani, Gilbert Saporta, Emmanuel Sirimal Silva. Data Mining and Official Statistics:The Past, the Present and the Future. Big Data, Mary-Ann Liebert, 2014, 2 (1), pp.1-9. ⟨10.1089/big.2013.0038⟩. ⟨hal-01126373⟩
  • Charles Gomes, Hisham Nocairi, Marie Thomas, Jean-François Collin, Gilbert Saporta. A simple and robust scoring technique for binary classification. Journal of Artificial Intelligence Research, Association for the Advancement of Artificial Intelligence, 2014, 3 (1), pp.52-58. ⟨10.5430/air.v3n1p52⟩. ⟨hal-01126370⟩
  • Jean-Marc Macé, Jean-Baptiste Ricco, L. Berger, Gilbert Saporta. Methodology for the evaluation of vascular surgery manpower in France. Public Health Ethics, 2013, 127 (1), pp.65-71. ⟨10.1016/j.puhe.2012.09.002⟩. ⟨hal-01126226⟩
  • Ndeye Niang Keita, Flavio Fogliatto, Gilbert Saporta. Non parametric on-line control of batch processes based on STATIS and clustering. Journal de la Société Française de Statistique, Société Française de Statistique et Société Mathématique de France, 2013, 154 (3), pp.124-142. ⟨hal-01126343⟩
  • Julie Séguéla, Gilbert Saporta. A hybrid recommender system to predict online job offer performance. Revue des Nouvelles Technologies de l'Information, Hermann, 2013, RNTI -E-25, pp.177-197. ⟨hal-01126258⟩
  • Huiwen Wang, Meiling Chen, Gilbert Saporta. Variable selection in discriminant analysis based on Gram-Schmidt process. Journal of Beijing University of Aeronautics and Astronautics, Beijing University of Aeronautics and Astronautics, 2011, 37 (8), pp.958-961. ⟨hal-02507976⟩
  • Ana-M. Aguilera, Manuel Escabias, Cristian Preda, Gilbert Saporta. Using basis expansions for estimating functional PLS regression: Applications with chemometric data. Chemometrics and Intelligent Laboratory Systems, Elsevier, 2010, 104 (2), pp.289-305. ⟨10.1016/j.chemolab.2010.09.007⟩. ⟨hal-01125791⟩
  • Cristian Preda, Gilbert Saporta, Mohamed Hadj Mbarek. The NIPALS Algorithm for Missing Functional Data. Revue roumaine de mathématiques pures et appliquées, Editura Academiei Române, 2010, 55 (4), pp.315-326. ⟨hal-01125940⟩
  • Genane Youness, Gilbert Saporta. Comparing partitions of two sets of units based on the same variables. Advances in Data Analysis and Classification, Springer Verlag, 2010, 4 (1), pp.53-64. ⟨10.1007/s11634-009-0057-4⟩. ⟨hal-01125731⟩
  • Huiwen Wang, Ming Ye, Gilbert Saporta. 多元线性回归模型的聚类分析方法研究. Xitong Fangzhen Xuebao/Acta Simulata Systematica Sinica, Acta Simulata Systematica Sinica, 2009, 21, pp.7048-7056. ⟨hal-01125932⟩
  • Serge Zaugg, Gilbert Saporta, Emiel van Loon, Heiko Schmaljohann, Felix Liechti. Automatic identification of bird targets with radar via patterns produced by wing flapping. Journal of the Royal Society Interface, the Royal Society, 2008, 5 (26), pp.1041-1053. ⟨10.1098/rsif.2007.1349⟩. ⟨hal-02507559⟩
  • Huiwen Wang, Meiling Chen, Gilbert Saporta. Gram-Schmidt regression and application in cutting tool abrasion prediction. Journal of Beijing University of Aeronautics and Astronautics, Beijing University of Aeronautics and Astronautics, 2008, 34 (6), pp.729-733. ⟨hal-02507589⟩
  • Malika Charrad, Yves Lechevallier, Gilbert Saporta, Mohamed Ben Ahmed. Web Content Data Mining : la classification croisée pour l'analyse textuelle d'un site Web. Revue des Nouvelles Technologies de l'Information, Hermann, 2008, RNTI-E11, pp.43-54. ⟨hal-02507577⟩
  • Maurizio Vichi, Gilbert Saporta. Clustering and Disjoint Principal Component Analysis. Computational Statistics and Data Analysis, Elsevier, 2008, 53 (8), pp.3194-3208. ⟨10.1016/j.csda.2008.05.028⟩. ⟨hal-01125538⟩
  • Salwa Benammou, Gilbert Saporta, Besma Souissi. Une procédure de réduction du nombre de paires en analyse conjointe. Journal de la Société Française de Statistique, Société Française de Statistique et Société Mathématique de France, 2007, 148, pp.57-76. ⟨hal-01125385⟩
  • Cristian Preda, Gilbert Saporta, Caroline Leveder. PLS classification of functional data. Computational Statistics, Springer Verlag, 2007, 22, pp.223-235. ⟨10.1007/s00180-007-0041-4⟩. ⟨hal-01125292⟩
  • Arthur Tenenhaus, Alain Giron, Emmanuel Viennet, Michel Béra, Gilbert Saporta, et al.. Kernel logistic PLS: a tool for supervised nonlinear dimensionality reduction and binary classification. Computational Statistics and Data Analysis, Elsevier, 2007, 51 (9), pp.4083-4100. ⟨10.1016/j.csda.2007.01.004⟩. ⟨hal-00152898⟩
  • Marie Plasse, Ndeye Niang Keita, Gilbert Saporta, Alexandre Villeminot, Laurent Leblond. Combined use of association rules mining and clustering methods to find relevant links between binary rare attributes in a large data set. Computational Statistics and Data Analysis, Elsevier, 2007, 52 (1), pp.596-613. ⟨10.1016/j.csda.2007.02.020⟩. ⟨hal-01125291⟩
  • Cristian Preda, Gilbert Saporta. PLS regression on a stochastic process. Computational Statistics and Data Analysis, Elsevier, 2005, 48, pp.149-158. ⟨10.1016/j.csda.2003.10.003⟩. ⟨hal-01124945⟩
  • Cristian Preda, Gilbert Saporta. Clusterwise PLS regression on a stochastic process. Computational Statistics and Data Analysis, Elsevier, 2005, 49, pp.99-108. ⟨10.1016/j.csda.2004.05.002⟩. ⟨hal-01124969⟩
  • Genane Youness, Gilbert Saporta. Some Measures of Agreement Between Close Partitions. Student, 2004, 5, pp.1-12. ⟨hal-01124938⟩
  • Genane Youness, Gilbert Saporta. Une Méthodologie pour la Comparaison de Partitions. Revue de Statistique Appliquée, Société française de statistique, 2004, 52, pp.97-120. ⟨hal-01124920⟩
  • Hisham Abdallah, Gilbert Saporta. Mesures de distance entre modalités de variables qualitatives; application à la classification. Revue de Statistique Appliquée, Société française de statistique, 2003, 51 (2), pp.75-90. ⟨hal-02507690⟩
  • Salwa Benammou, Sana Harbi, Gilbert Saporta. Sur l'utilisation de l'analyse conjointe en cas de réponses incomplètes ou de non-réponses. Revue de Statistique Appliquée, Société française de statistique, 2003, 51 (4), pp.31-55. ⟨hal-01124825⟩
  • Dimitris Karlis, Gilbert Saporta, Antonis Spinakis. A Simple Rule for the Selection of Principal Components. Communications in Statistics - Theory and Methods, Taylor & Francis, 2003, 32 (3), pp.643-666. ⟨10.1081/STA-120018556⟩. ⟨hal-02507681⟩
  • Salwa Benammou, Gilbert Saporta. On the Connection Between the Distribution of Eigenvalues in Multiple Correspondence Analysis and Log-Linear Models. REVSTAT - Statistical Journal, Instituto Nacional de Estatistica, 2003, 1, pp.42-79. ⟨hal-01124896⟩
  • Cristian Preda, Gilbert Saporta. Régression PLS sur un processus stochastique. Revue de Statistique Appliquée, Société française de statistique, 2002, 50 (2), pp.27-45. ⟨hal-02507754⟩
  • Gilbert Saporta. Data fusion and data grafting. Computational Statistics and Data Analysis, Elsevier, 2002, 38 (4), pp.465-473. ⟨10.1016/S0167-9473(01)00072-X⟩. ⟨hal-02507745⟩
  • Jean-Marie Bouroche, Gilbert Saporta. L'analyse des données. Dossier Pour la Science, Dossier pour la Science, 1999, Hors série, Les mathématiques sociales (24). ⟨hal-01124585⟩
  • Salwa Benammou, Gilbert Saporta. Sur la normalité asymptotique des valeurs propres en ACM sous l'hypothèse d'indépendance des variables.. Revue de Statistique Appliquée, Société française de statistique, 1998, 46 (3), pp.21-35. ⟨hal-02507921⟩
  • Hisham Abdallah, Gilbert Saporta. Classification d'un ensemble de variables qualitatives. Revue de Statistique Appliquée, Société française de statistique, 1998, 46 (4), pp.5-26. ⟨hal-02507938⟩
  • Ndèye Niang, Gilbert Saporta. Période opérationnelle moyenne de la carte de moyennes mobiles équipondérées pour le contrôle du centrage d'un procédé. Revue de Statistique Appliquée, Société française de statistique, 1995, 43 (3), pp.5-20. ⟨hal-02507882⟩
  • S. Mahjoub, Gilbert Saporta. Une méthode de Discrimination non paramétrique. Revue de Statistique Appliquée, Société française de statistique, 1994, 42 (2), pp.99-113. ⟨hal-02507853⟩
  • Gilbert Saporta. Data analysis for numerical and categorical individual time-series. Applied Stochastic Models and Data Analysis, John Wiley & Sons, 1985, 1 (2), pp.109-119. ⟨10.1002/asm.3150010204⟩. ⟨hal-02507824⟩
  • Jean-Claude Deville, Gilbert Saporta. Correspondence analysis, with an extension towards nominal time series. Journal of Econometrics, Elsevier, 1983, 22 (1-2), pp.169-189. ⟨10.1016/0304-4076(83)90098-2⟩. ⟨hal-02507795⟩
  • Gilbert Saporta. Pondération optimale de variables qualitatives en analyse des données. Statistique et analyse des données, Association pour la statistique et ses utilisations, 1979, 4 (3), pp.19-31. ⟨hal-02507784⟩
  • Gilbert Saporta. Quelques applications des opérateurs d'Escoufier au traitement des variables qualitatives. Statistique et analyse des données, Association pour la statistique et ses utilisations, 1976, 1 (1), pp.38-46. ⟨hal-02507775⟩
  • Gilbert Saporta. Dépendance et codages de deux variables aléatoires. Revue de Statistique Appliquée, Société française de statistique, 1975, 23 (1), pp.43-63. ⟨hal-02507766⟩

typdoc_COMM153 documents

  • Gilbert Saporta. About Interpreting and Explaining Machine Learning and Statistical Models. SMTDA 2020; 6th Stochastic Modeling Techniques and Data Analysis International Conference, Jun 2020, Barcelone, Spain. ⟨hal-02779513⟩
  • Gilbert Saporta, Ruiping Liu, Ndeye Niang Keita, Huiwen Wang. Sparse Methods for Unsupervised Data Analysis. The 4th International Symposium on Interval Data Modelling, Jun 2019, Beijing, China. ⟨hal-02471316⟩
  • Gilbert Saporta, Ruiping Liu, Ndeye Niang Keita, Huiwen Wang. Sparse Correspondence Analysis. ASMDA 2019. 18th Conference of the Applied Stochastic Models and Data Analysis International Society, Jun 2019, Florence, Italy. ⟨hal-02471317⟩
  • Oumou Daouda, Astrid Chevance, Alexandre Salvador, Patrick Légeron, Yannick Morvan, et al.. Impact of work-related psychosocial factors on mental health: A cross-sectional study in the French working population. Work, Stress and Health 2019 Conference of the American Psychological Association, Nov 2019, Philadelphia, United States. ⟨hal-02470678⟩
  • Gilbert Saporta. Science des données, données massives : défis et nouveaux métiers. CISEM 2019, May 2019, Mahdia, Tunisie. ⟨hal-02471319⟩
  • Tingting Huang, Gilbert Saporta, Huiwen Wang, Shanshan Wang. SFLM: A mix of a Functional Linear Model and of a Spatial Autoregressive Model for spatially correlated functional data. CroNoS Workshop on Functional Data Analysis, Aug 2018, Iasi, Romania. ⟨hal-02471736⟩
  • Ndèye Niang, Stéphanie Bougeard, Gilbert Saporta. Clusterwise multiblock PLS. SFC 2018, Sep 2018, Paris, France. ⟨hal-02471608⟩
  • Gilbert Saporta. Expliquer ou prédire? Les nouveaux défis. Chimiometrie 2017, Feb 2017, Paris, France. ⟨hal-02507348⟩
  • Stéphanie Bougeard, Ndeye Niang-Keita, Cristian Preda, Gilbert Saporta. Clusterwise Sparse PLS. PLS'17, Jun 2017, Macao, Macau SAR China. ⟨hal-02475001⟩
  • Mounia Hocine, Natalia Feropontova, Ndèye Niang, Karim Ait-Bouziad, Gilbert Saporta. Importance of factors contributing to work-related stress: comparison of four metrics. ASMDA 2017, Jun 2017, London, United Kingdom. ⟨hal-02474927⟩
  • Mounia Hocine, Karim Bouziad, Patrick Légeron, William Dab, Gilbert Saporta. Identification et hiérarchisation des facteurs psychosociaux liés au stress au travail. 49èmes journées de statistique, May 2017, Avignon, France. ⟨hal-02474970⟩
  • Gilbert Saporta. Clusterwise methods, past and present. ISI 2017 61st World Statistics Congress, Jul 2017, Marrakech, Morocco. ⟨hal-02473529⟩
  • Gilbert Saporta. Predictive versus Generative Modelling: a Challenge for (Social) Sciences. Data Science & Social Research Conference, Feb 2016, Naples, Italy. ⟨hal-02500634⟩
  • Biagio Zaffora, Matteo Magistris, Gilbert Saporta. A New Approach to Estimate Uncertainty in Waste Characterization. Advances in Nuclear Nonproliferation Technology and Policy Conference, Sep 2016, Santa Fe, United States. ⟨hal-02500574⟩
  • Julia Geronimi, Gilbert Saporta. Variable selection for longitudinal biomarkers constrained by a detection limit. Compstat 2016, Aug 2016, Oviedo, Spain. ⟨hal-02500582⟩
  • Stéphanie Bougeard, Ndèye Niang, Gilbert Saporta. Regularized clusterwise multiblock regression. Compstat 2016, Aug 2016, Oviedo, Spain. ⟨hal-02500591⟩
  • Julia Geronimi, Gilbert Saporta. Variable selection for multiply imputed data with penalized generalized estimating equations. XXVIIIth International Biometric Conference, Jul 2016, Victoria, Canada. ⟨hal-02500597⟩
  • Ndèye Niang, Stéphanie Bougeard, Gilbert Saporta. Prédiction en régression clusterwise PLS. 48 èmes Journées de Statistique, May 2016, Montpellier, France. ⟨hal-02500605⟩
  • Gilbert Saporta. Some Sparse Methods for High Dimensional Data. H2DM International Workshop on High Dimensional Data Mining, Jun 2016, Naples, Italy. ⟨hal-02500643⟩
  • Julia Geronimi, Gilbert Saporta. Intégrer les données manquantes dans la sélection de variables pour données longitudinales. 48 èmes Journées de Statistique, May 2016, Montpellier, France. ⟨hal-02500612⟩
  • Julia Geronimi, Gilbert Saporta. L'effet de visites manquantes sur l'estimateur des GEE, une étude par simulation. 47èmes journées de statistique, Jun 2015, Lille, France. ⟨hal-02507494⟩
  • Gilbert Saporta. Conjoint Analysis: past, present and issues. Choice and preference analysis for quality improvement and seminar on experimentation, Jul 2015, Bari, Italy. ⟨hal-02507516⟩
  • Ndeye Niang-Keita, Stéphanie Bougeard, Gilbert Saporta, Hervé Abdi. Clusterwise multiblock PLS. CARME 2015: Correspondence Analysis and Related Methods, Sep 2015, Napoli, Italy. ⟨hal-02507449⟩
  • Hervé Abdi, Derek Beaton, Gilbert Saporta. Generalizing Partial Least Squares and Correspondence Analysis to Predict Categorical (and Heterogeneous) Data. 7th conference on Correspondence Analysis and Related Methods CARME 2015, Sep 2015, Napoli, Italy. ⟨hal-02507459⟩
  • Mounia Hocine, Karim Bouziad, Gilbert Saporta. A methodological tool for work-related stress management: Importance-Performance Analysis used complementary to PLS path modelling. Applied Stochastic Models and Data Analysis, Jul 2015, Le Pirée, Greece. ⟨hal-02507482⟩
  • Julia Geronimi, Gilbert Saporta. The Effect of Missing Visits on GEE, a Simulation Study. Applied Stochastic Models and Data Analysis ASMDA 2015, Jun 2015, Le Pirée, Greece. ⟨hal-02507487⟩
  • Gilbert Saporta, Stéphanie Bougeard, Ndeye Niang-Keita. Les méthodes « clusterwise » : principes et applications. XXII èmes rencontres de la Société Francophone de Classification, Sep 2015, Nantes, France. ⟨hal-02507509⟩
  • Giuseppe Giordano, Gilbert Saporta, Maria Vitale. Exploratory data analysis and contiguity relations: An outlook. CFE-CMStatistics, Dec 2015, London, United Kingdom. ⟨hal-02507419⟩
  • Ndeye Niang-Keita, Stéphanie Bougeard, Gilbert Saporta. Clusterwise multiblock PLS regression. CFE-CMStats, Dec 2015, London, United Kingdom. ⟨hal-02507429⟩
  • Anne Bernard, Gilbert Saporta. De l'ACP sparse à l'ACM sparse. Agrostat 2014, Mar 2014, Rabat, Maroc. ⟨hal-01126395⟩
  • Gilbert Saporta. Supervised classification and experimental designs. Compstat 2014, Aug 2014, Genève, Switzerland. ⟨hal-01126449⟩
  • Gilbert Saporta, Hossein Hassani. Data Mining, Machine Learning and Official Statistics. Conference of European Statistics Stakeholders, Nov 2014, Rome, Italy. ⟨hal-01126492⟩
  • Ndeye Niang Keita, Gilbert Saporta. Régression typologique pour données multi-blocs. 46 émes journées de statistique, Jun 2014, Rennes, France. ⟨hal-01126425⟩
  • Derek Beaton, Anne Bernard, Hervé Abdi, Gilbert Saporta. An integration of partial least squares and sparsified multiple correspondence analysis applied to genetic data. PLS2014. 8th International Conference on Partial Least Squares and Related Methods, May 2014, Paris, France. ⟨hal-01126419⟩
  • Mounia Hocine, Giorgio Russolillo, Gilbert Saporta. A PLS Path Model for Predicting Impact of Job Characteristics on Work-Related Stress. PLS2014. 8th International Conference on Partial Least Squares and related Methods, May 2014, Paris, France. ⟨hal-01126417⟩
  • Gilbert Saporta. A survey of some sparse methods for high-dimensional data. SADA'13, Mar 2013, Cotonou, Benin. ⟨hal-01126236⟩
  • Gilbert Saporta. From Sparse Regression to Sparse Multiple Correspondence Analysis. European Conference on Data Analysis, Jul 2013, Luxembourg, Luxembourg. pp.25. ⟨hal-01126275⟩
  • Asma Guizani, Besma Souissi, Salwa Benammou, Gilbert Saporta. Reject inference techniques and semi supervised methods implemented in the process for granting credit. ERCIM 2013, Dec 2013, Londres, United Kingdom. ⟨hal-01126358⟩
  • Charles Gomes, Hisham Nocairi, Marie Thomas, Jean-François Collin, Gilbert Saporta. A Robust Strategy for Combining Several Classifiers for Small Samples and Heterogeneous Predictors. Chimiometrie 2013, Sep 2013, Brest, France. pp.33-34. ⟨hal-01126303⟩
  • Asma Guizani, Besma Souissi, Salwa Benammou, Gilbert Saporta. Une comparaison de quatre techniques d'inférence des refusés dans le processus d'octroi de crédit. 45 émes Journées de statistique, May 2013, Toulouse, France. ⟨hal-01126255⟩
  • Anne Bernard, Gilbert Saporta. Analyse en composantes principales sparse pour données multiblocs et extension à l'analyse des correspondances multiples sparse. 45 émes Journées de statistique, May 2013, Toulouse, France. ⟨hal-01126256⟩
  • Gilbert Saporta, Anne Bernard, Christiane Guinot. A generalisation of sparse PCA to multiple correspondence analysis. ERCIM 2012, Dec 2012, Oviedo, Spain. ⟨hal-01126217⟩
  • Anne Bernard, Arthur Tenenhaus, Jean-François Zagury, Gilbert Saporta, Christiane Guinot. Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutané chez 502 femmes caucasiennes adultes. EGC 2012, Jan 2012, Bordeaux, France. pp.555-556. ⟨hal-00750918⟩
  • Anne Bernard, Arthur Tenenhaus, Jean-François Zagury, Christiane Guinot, Gilbert Saporta. Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutané. JdS'12, May 2012, Bruxelles, Belgique. ⟨hal-00752243⟩
  • Gilbert Saporta. Mining Official Data: What's New?. 2012 SIAM International Conference on Data Mining, Apr 2012, Anaheim, United States. ⟨hal-01126122⟩
  • Caterina Liberati, Furio Camillo, Gilbert Saporta. Kernel discrimination and explicative features: an operative approach. Compstat 2012, Aug 2012, Limassol, Cyprus. pp.507-518. ⟨hal-01126173⟩
  • Anne Bernard, Christiane Guinot, Gilbert Saporta. Sparse principal component analysis for multiblock data and its extension to sparse multiple correspondence analysis. Compstat 2012, Aug 2012, Limassol, Cyprus. pp.99-106. ⟨hal-01126171⟩
  • Ndeye Niang Keita, Gilbert Saporta, Flavio Fogliatto. Contrôle non paramétrique de procédés par lots basé sur STATIS et la classification. Agrostat2012, 12èmes journées Européennes Agro-Industrie et Méthodes Statistiques, Mar 2012, Paris, France. pp.163-169. ⟨hal-01126032⟩
  • Charles Gomes, Hisham Nocairi, Marie Thomas, Fabien Ibanez, Jean-François Collin, et al.. Stacking prediction for a binary outcome. Compstat 2012, Aug 2012, Limassol, Cyprus. pp.271-282. ⟨hal-01126172⟩
  • Julie Séguéla, Gilbert Saporta. A comparison between latent semantic analysis and correspondence analysis. CARME 2011 International conference on Correspondence Analysis and Related Methods, Feb 2011, Rennes, France. pp.20. ⟨hal-01125854⟩
  • Asma Guizani, Salwa Benammou, Gilbert Saporta. Une méthode de traitement des refusés dans le processus d'octroi de crédit. 43émes Journées de Statistique, Jun 2011, Tunis, Tunisie. ⟨hal-01125868⟩
  • Julie Séguéla, Gilbert Saporta. A Semi-Supervised Hybrid System to Enhance the Recommendation of Channels in terms of Campaign ROI. CIKM'11, 20th ACM Conference on Information and Knowledge Management, Oct 2011, Glasgow, United Kingdom. pp.2265-2268. ⟨hal-01125926⟩
  • Julie Séguéla, Gilbert Saporta. A semi-supervised recommender system to predict online job offer performance. Theory and Application of High-dimensional Complex and Symbolic Data Analysis in Economics and Management Science, Oct 2011, Beijing, China. ⟨hal-01126131⟩
  • Séverine Demeyer, Jean-Louis Foulley, Nicolas Fischer, Gilbert Saporta. Approche bayesienne des modèles à équations structurelles utilisant l'expansion paramétrique. 43. Journées de Statistique, Jun 2011, Tunis, Tunisie. ⟨hal-01125869⟩
  • Gilbert Saporta. Classification supervisée et données fonctionnelles. SFC'2010, 17èmes rencontres de la Société Francophone de Classification, Jun 2010, Saint Denis de la Réunion, France. ⟨hal-01125768⟩
  • Cristian Preda, Gilbert Saporta, Mohamed Hadj Mbarek. Anticipated and Adaptive Prediction in Functional Discriminant Analysis. COMPSTAT'2010, 19th International Conference on Computational Statistics, Aug 2010, Paris, France. pp.189-198. ⟨hal-01125761⟩
  • Séverine Demeyer, Nicolas Fischer, Gilbert Saporta. Contributions to Bayesian Structural Equation Modeling. COMPSTAT'2010, 19th International Conference on Computational Statistics, Paris, Aug 2010, Paris, France. pp.469-476. ⟨hal-01125763⟩
  • Salwa Benammou, Besma Souissi, Gilbert Saporta. On the use of Weighted Regression in Conjoint Analysis. COMPSTAT'2010, 19th International Conference on Computational Statistics, Aug 2010, Paris, France. pp.777-784. ⟨hal-01125764⟩
  • Malika Charrad, Yves Lechevallier, Mohamed Ben Ahmed, Gilbert Saporta. WCUM pour l'analyse d'un site web. 10e conférence internationale sur l'Extraction et la Gestion des Connaissances EGC'2010, Jan 2010, Hammamet, Tunisie. pp.45-52. ⟨hal-01125844⟩
  • Malika Charrad, Yves Lechevallier, Mohamed Ben Ahmed, Gilbert Saporta. On the Number of Clusters in Block Clustering Algorithms. 23rd International FLAIRS Conference, May 2010, Florida, United States. pp.392-397. ⟨hal-01125839⟩
  • Francisco de A. T. de Carvalho, Gilbert Saporta, Danilo N. Queiroz. A Clusterwise Center and Range Regression Model for Interval-Valued Data. COMPSTAT'2010, 19th International Conference on Computational Statistics, Aug 2010, Paris, France. pp.461-468. ⟨hal-01125762⟩
  • Julie Séguéla, Gilbert Saporta, Stéphane Le Viet. e-Recrutement : recherche de mots-clés pertinents dans le titre des annonces d'emploi. JADT'2010, 10th International Conference on Statistical Analysis of Textual Data, Jun 2010, Rome, Italie. ⟨hal-01125769⟩
  • Malika Charrad, Yves Lechevallier, Gilbert Saporta, Mohamed Ben Ahmed. Détermination du nombre de classes dans les méthodes de bipartitionnement. 17émes Rencontres de la Société Francophone de Classification, Jun 2010, Saint-Denis de la Réunion, France. pp.119-122. ⟨hal-01125840⟩
  • Julie Séguéla, Gilbert Saporta. Modèles de comptage appliqués aux décisions de candidature aux offres d'emploi sur le web. 42èmes Journées de Statistique, 2010, Marseille, France, France. ⟨inria-00494728⟩
  • Séverine Demeyer, Nicolas Fischer, Gilbert Saporta. Approche bayésienne des modèles à équations structurelles. 42èmes Journées de Statistique, 2010, Marseille, France, France. ⟨inria-00494790⟩
  • Ndèye Niang, Flavio Fogliatto, Gilbert Saporta. Contrôle multivarié de procédés par lots à l'aide de Statis. 41èmes Journées de Statistique, SFdS, Bordeaux, 2009, Bordeaux, France, France. ⟨inria-00386632⟩
  • Séverine Demeyer, Nicolas Fischer, Gilbert Saporta. Un modèle à variables latentes pour le traitement de données hybrides issues de comparaison interlaboratoires. 41èmes Journées de Statistique, SFdS, Bordeaux, 2009, Bordeaux, France, France. ⟨inria-00386658⟩
  • Gilbert Saporta. Modèles pour comprendre, ou modèles pour prévoir?. MSDM'09 Hammamet, Tunisie, Mar 2009, Hammamet, Tunisia. ⟨hal-01125659⟩
  • Gilbert Saporta. Supervised and Unsupervised Linear Methods for Functional Data Analysis. ASMDA'09, Vilnius, Jul 2009, Vilnius, Lithuania. ⟨hal-01125668⟩
  • Malika Charrad, Yves Lechevallier, Mohamed Ben Ahmed, Gilbert Saporta. Block clustering for web pages categorization. IDEAL 2009: Intelligent Data Engineering and Automated Learning, Sep 2009, Burgos, Spain. pp.260-267, ⟨10.1007/978-3-642-04394-9_32⟩. ⟨hal-01125843⟩
  • Malika Charrad, Mohamed Ben Ahmed, Yves Lechevallier, Gilbert Saporta. Determining the number of clusters in CROKI2 algorithm. MSDM'09 - Meeting on Statistics and Data Mining, Mar 2009, Hammamet, Tunisia. pp.143-148. ⟨hal-01125741⟩
  • Shengshuai Wang, Jie Wang, Huiwen Wang, Gilbert Saporta. An Approach for PLS Regression Modeling of Functional Data. 6th International Conference on Partial Least Squares and Related Methods (PLS'09), Sep 2009, Pékin, China. pp.28-33. ⟨hal-01125704⟩
  • Ndeye Niang Keita, Flavio Fogliatto, Gilbert Saporta. Batch Process Monitoring by Three-way Data Analysis Approach. ASMDA'09 XIII International Conference on Applied Stochastic Models and Data Analysis, Jul 2009, Vilnius, Lithuania. pp.294-298. ⟨hal-01125669⟩
  • Cristian Preda, Gilbert Saporta, Ben Hadj Mbarek. PLS Regression with Functional Predictor and Missing Data. PLS'09,6th Int. Conf. on Partial Least Squares and Related Methods, Sep 2009, Pékin, China. pp.17-22. ⟨hal-01125705⟩
  • Silva Ohannessian, Gilbert Saporta. Zero option in conjoint analysis, A new specification of the indecision and the refusal.: Application to the Video on Demand market. SIS'08, Univ. Calabria, Societa Italiana di Statistica, Jun 2008, Cosenza, Italy. ⟨hal-01125540⟩
  • Malika Charrad, Gilbert Saporta, Yves Lechevallier, Mohamed Ben Ahmed. Le bi-partitionnement : Etat de l’art sur les approches et les algorithmes. Ecol'IA'08, Mar 2008, Hammamet, Tunisia. ⟨hal-01125575⟩
  • Helena Bacelar-Nicolau, Gilbert Saporta, Ana Lorga da Silva. Multiple Imputation and Multidimensional Scaling Applied to a k-means Method. COMPSTAT'08, Porto, Portugal, Aug 2008, Porto, Portugal. ⟨hal-01125564⟩
  • Gilbert Saporta. Models for Understanding versus Models for Prediction. Compstat 2008, Aug 2008, Porto, Portugal. pp.315-322, ⟨10.1007/978-3-7908-2084-3_26⟩. ⟨hal-01125563⟩
  • Gilbert Saporta, Cristian Preda. Adaptive Forecasting on Functional Data. SIS'08, Societa Italiana di Statistica, Jan 2008, Arcavata di Rende, Italy. ⟨hal-01125539⟩
  • Gilbert Saporta, Damiana Costanzo, Cristian Preda. Linear methods for regression and classification with functional data. IASC-ARS'07 special Conf., Jan 2007, Séoul, South Korea. ⟨hal-01125332⟩
  • Gilbert Saporta. Discriminant analysis on functional data. XV Congresso Annual da Sociedade Portuguesa de Estadistica, Aug 2007, Lisbonne, Portugal. ⟨hal-01125374⟩
  • Gilbert Saporta. Model Selection and Predictive Inference. Trends and Challenges in Applied Mathematics, Jan 2007, Bucarest, Romania. pp.92-96. ⟨hal-01125334⟩
  • Gilbert Saporta. L'enseignement à distance en statistique : technologie et pédagogie. 39èmes Journées de Statistique, Jun 2007, Angers, France. ⟨hal-01125333⟩
  • Ndeye Niang Keita, Gilbert Saporta. Resampling ROC curves. IASC'07 International Association for Statistical Computing,, Aug 2007, Aveiro, Portugal. ⟨hal-01125359⟩
  • Giuseppe Giordano, Gilbert Saporta. The Response Surface as Explorative Tool in Multiple Correspondence Analysis. CARME'07, Correspondence Analysis and Related Methods, Jun 2007, Rotterdam, Netherlands. ⟨hal-01125337⟩
  • Emmanuel Jakobowicz, Gilbert Saporta. A nonlinear PLS path modeling based on monotonic B-spline transformations. 5th International symposium on PLS and related methods (PLS'07), Sep 2007, Matforsk, Norway. pp.112-115. ⟨hal-01125363⟩
  • Jie Wang, Huiwen Wang, Gilbert Saporta. Discussion on Importance of Variable Selection in PLS1 Modeling. PLS'07 5th Int. Symp. on PLS and related methods, Oslo, 2007, Oslo, Norway. ⟨hal-01125387⟩
  • Gilbert Saporta, Ndèye Niang. Model assessment. KNEMO'06 Knowledge Extraction and Modeling, Jan 2006, Capri, Italy. ⟨hal-02507614⟩
  • Gilbert Saporta. Credit scoring, statistique et apprentissage. EGC'06, Jan 2006, Lille, France. ⟨hal-01125151⟩
  • Gilbert Saporta. Statistical Methods and Credit Scoring. JOCLAD'06, Apr 2006, Lisbonne, Portugal. ⟨hal-01125170⟩
  • Ana Lorga da Silva, Gilbert Saporta, Helena Bacelar-Nicolau. Dealing with missing data in a k-means method - A simulation based approach. COMPSTAT 2006, Aug 2006, X, Italy. pp.182. ⟨hal-01125931⟩
  • Marie Plasse, Ndeye Niang Keita, Gilbert Saporta, Alexandre Villeminot, Laurent Leblond. Méthodes de classification pour l'extraction de règles. SFC'06. Rencontres de la Société Francophone de Classification, Jan 2006, Metz, France. pp.4. ⟨hal-01125213⟩
  • Marie Plasse, Ndeye Niang Keita, Gilbert Saporta, Laurent Leblond. Une comparaison de certains indices de pertinence des règles d'association. EGC 06 Extraction et Gestion des Connaissances, Jan 2006, Lille, France. pp.561-568. ⟨hal-01125152⟩
  • Marie Plasse, Ndeye Niang Keita, Gilbert Saporta. Classification préalable à la recherche de règles d'association. RIAS'06 Rencontres Inter-Associations sur le thème de la classification, Mar 2006, Lyon, France. pp.1. ⟨hal-01125212⟩
  • Valentina Stan, Gilbert Saporta. Une comparaison expérimentale entre les approches PLS et LISREL. 38èmes Journées de Statistique, May 2006, Clamart, France. ⟨hal-01125190⟩
  • Damiana Costanzo, Cristian Preda, Gilbert Saporta. Anticipated prediction in discriminant analysis on functional data for binary response. COMPSTAT'06, 17th Symposium on Computational Statistics, Aug 2006, Rome, Italy. pp.821-828. ⟨hal-01125209⟩
  • Gilbert Saporta. Some Statistical Aspects of Credit Scoring. 3rd world Conf. on Computational Statistics Data Analysis, Oct 2005, Limassol, Cyprus. ⟨hal-01125140⟩
  • Marie Plasse, Ndeye Niang Keita, Gilbert Saporta, Damien Gauthier. Combined use of association rules mining and clustering methods. 3rd world Conf. on Computational Statistics Data Analysis, Oct 2005, Limassol, Cyprus. ⟨hal-01125141⟩
  • Valentina Stan, Gilbert Saporta. Customer satisfaction and PLS structural equation modeling. An application to automobile market. ASMDA'05 XIth Int. Symp. on Applied Stochastic Models and Data Analysis., May 2005, Brest, France. pp.756-763. ⟨hal-01125041⟩
  • Pierrick Riviére, Gilbert Saporta, Jérôme Pagès, R. Monrozier. Kano's satisfaction model applied to External Preference Mapping : a new way to handle non linear relationships between hedonic evaluations and product characteristics. PLS'05 4th Int. Symp. on PLS and related methods, Sep 2005, Barcelona, Spain. ⟨hal-01125055⟩
  • Valentina Stan, Gilbert Saporta. Une étude comparative de logiciels de prévision automatique de séries chronologiques. 37èmes Journées de Statistique, Jun 2005, Pau, France. ⟨hal-01125048⟩
  • Arthur Tenenhaus, Alain Giron, Gilbert Saporta, Bernard Fertil. Kernel logistic PLS: a new tool for complex classification. ASMDA'05 XIth Int. Symp. on Applied Stochastic Models and Data Analysis, May 2005, Brest, France. pp.441-451. ⟨hal-01125042⟩
  • Valentina Stan, Gilbert Saporta. Conjoint use of variables clustering and PLS structural equations modelling. PLS'05 4th Int. Symp. on PLS and related methods, Sep 2005, Barcelona, Spain. ⟨hal-01125056⟩
  • Marie Plasse, Ndeye Niang Keita, Gilbert Saporta. Utilisation conjointe des règles d'association et de la classification de variables. 37 èmes Journées de Statistique, May 2005, Pau, France. ⟨hal-01125047⟩
  • Cristian Preda, Gilbert Saporta. PLS discriminant analysis for functional data. ASMDA'05 XIth Int. Symp. on Applied Stochastic Models and Data Analysis, May 2005, Brest, France. pp.653-661. ⟨hal-01125040⟩
  • Cristian Preda, Gilbert Saporta, Caroline Leveder. PLS classification of functional data. PLS'05 4th Int. Symp. on PLS and related methods, Aug 2005, Barcelone, Spain. ⟨hal-01125057⟩
  • Gilbert Saporta, Marc Bourdeau. The St@tNet Project for Teaching Statistics. COMPSTAT 2004. 16th Symposium on Computational Statistics, IASC, Aug 2004, Prague, Czech Republic. pp.417-428, ⟨10.1007/978-3-7908-2656-2_34⟩. ⟨hal-01124929⟩
  • Ana Lorga da Silva, Helena Bacelar-Nicolau, Gilbert Saporta. Coefficiente de affinidade em classificação com dados omissos. Uma Aplicação a Dados Reais. JOCLAD 2004. XI Jornadas de Classificação e Análise de Dados, Apr 2004, Lisbonne, Portugal. ⟨hal-01124927⟩
  • Gilbert Saporta. Correspondence Analysis and Discrimination. CARME2003: Correspondence Analysis and Related Methods, Jun 2003, Barcelone, Spain. ⟨hal-01124807⟩
  • Salwa Benammou, Gilbert Saporta. On the connection between the distribution of eigenvalues in multiple correspondence analysis and log-linear analysis. CARME2003: Correspondence Analysis and Related Methods, Jun 2003, Barcelone, Spain. ⟨hal-01124808⟩
  • Gilbert Saporta, Marc Bourdeau. St@tNet: an assessment and new developments. IASE Satellite Conference on Statistics Education and the Internet, Aug 2003, Berlin, Germany. ⟨hal-01124810⟩
  • Gilbert Saporta. A control chart approach to select eigenvalues in principal component and correspondence analysis. 54th Session of the International Statistical Institute, International Statistical Institute, Aug 2003, Berlin, Germany. ⟨hal-01124809⟩
  • Ana Lorga da Silva, Helena Bacelar-Nicolau, Gilbert Saporta. Efeito de um Método de Imputação Múltipla em Classificação Hierárquica de Variáveis. JOCLAD 2003: X Jornadas de Classificação e Análise de Dados, CLAD, Apr 2003, Aveiro, Portugal. ⟨hal-01124781⟩
  • Genane Youness, Gilbert Saporta. Sur des indices de comparaison de deux classifications. SFC'03 10 èmes rencontres de la Société Francophone de Classification, Sep 2003, Neuchatel, Suisse. pp.177-180. ⟨hal-01124812⟩
  • Ana Lorga da Silva, Gilbert Saporta, Helena Bacelar-Nicolau. Classification hiérarchique ascendante avec imputation multiple de données manquantes. SFC' 03 10èmes rencontres de la Société Francophone de Classification, Sep 2003, Neuchatel, Suisse. pp.59-62. ⟨hal-01124813⟩
  • Nicolas Fischer, Christian Derquenne, Gilbert Saporta. Méthode multivariée de fusion statistique de fichiers de données appliquée au marché résidentiel de l'électricité. 3ème Colloque Francophone sur les Sondages, SFdS, Oct 2002, Autrans, France. ⟨hal-01124749⟩
  • Ana Lorga da Silva, Gilbert Saporta, Helena Bacelar-Nicolau. Dados omissos em Classificação hierárquica de variáveis e o algoritmo NIPALS. JOCLAD 2002, CLAD, Feb 2002, Lisbonne, Portugal. ⟨hal-01124803⟩
  • Nicolas Fischer, Christian Derquenne, Gilbert Saporta. Méthode multivariée de fusion statistique de fichiers appliquée au marché résidentiel de l'électricité. 34 èmes Journées de Statistique, SFdS, May 2002, Bruxelles, Belgium. ⟨hal-01124748⟩
  • Ana Lorga da Silva, Helena Bacelar-Nicolau, Gilbert Saporta. Missing Data in Hierarchical Classification of Variables, a simulation study. IFCS 2002, International Federation of Classification Societies, Jul 2002, Krakow, Poland. pp.121-128. ⟨hal-01124802⟩
  • Gilbert Saporta. St@tNet, An Internet Based Software For Teaching Introductory Statistics. ICOTS 6 International Conference On Teaching Statistics, IASE, Jul 2002, Cape Town, South Africa. ⟨hal-01124744⟩
  • Gilbert Saporta, Genane Youness. Comparing two partitions: Some Proposals and Experiments. COMPSTAT 2002, Aug 2002, Berlin, Germany. pp.243-248. ⟨hal-01124747⟩
  • Cristian Preda, Gilbert Saporta. Clusterwise PLS regression on a stochastic process. COMPSTAT 2002. 15th Conference on Computational Statistics, Aug 2002, Berlin, Germany. ⟨hal-01124745⟩
  • Ana Lorga da Silva, Helena Bacelar-Nicolau, Gilbert Saporta, Manuel Geada. Missing Data in Hierarchical Classification - a study with Personality developpment data. ASMDA 2001, Jun 2001, Compiègne, France. ⟨hal-01124655⟩
  • Antonis Spinakis, Gilbert Saporta, Giorgos Kouvatseas, Zoi Tsourti. Specifications of a Site for Distance Learning in Official Statistics. NTTS & ETK 2001 New Trends and Technologies for Statistics, Eurostat, Jun 2001, Hersonissos, Greece. pp.933-936. ⟨hal-02522504⟩
  • Ana Lorga da Silva, Helena Bacelar-Nicolau, Gilbert Saporta, Manuel Geada. Missing Data in Hierarchical Classification, a study with personality development data. EMPG 2001 32nd European Mathematical Psychology Group Meeting, Sep 2001, Lisbonne, Portugal. ⟨hal-01124804⟩
  • Cristian Preda, Gilbert Saporta. Régression PLS sur un processus stochastique. 33 èmes Journées de Statistique, May 2001, Nantes, France. ⟨hal-01124653⟩
  • Cristian Preda, Gilbert Saporta. PLS regression on a stochastic process. ASMDA'01: 10th International Symposium on Applied Stochastic Models and Data Analysis, Jun 2001, Compiegne, France. ⟨hal-01124654⟩
  • Cristian Preda, Gilbert Saporta. PLS regression on a stochastic process. PLS'01. Second International Symposium on PLS and related methods, Oct 2001, Capri, Italy. ⟨hal-01124683⟩
  • Nicolas Fischer, Christian Derquenne, Gilbert Saporta. A new Method to Match Data Sets Applied to Electric Market. NTTS-ETK : New Techniques and Technologies for Statistics, Exchange of Technology and Know-how, Eurostat, Jun 2001, Hersonissos, Greece. pp.725-733. ⟨hal-01124656⟩
  • Gilbert Saporta, Genane Youness. Concordance entre deux Partitions : quelques propositions et expériences. SFC 2001: 8èmes rencontres de la Société Francophone de Classification, Dec 2001, Pointe à Pitre, France. ⟨hal-01124684⟩
  • Dimitris Karlis, Gilbert Saporta, Luan Jaupi, Pierre-Louis Gonzalez, Ioannis Samiotakis, et al.. On a statistical package for non-expert users. ETK-NTTS 2001, Jun 2001, Crete, Greece. ⟨hal-02468783⟩
  • Gilbert Saporta. Data Fusion and Data grafting. NMDM 2000: International meeting on Nonlinear Methods and Data Mining,, Sep 2000, Rome, Italy. ⟨hal-01124589⟩
  • Gilbert Saporta. Teaching Statistics with Internet: Available Resources and the St@tNet Project. EADTU 2000: European Association of Distance Teaching Universities Millenium conference, European Association of Distance Teaching Universitie, Sep 2000, Paris, France. ⟨hal-01124590⟩
  • Gilbert Saporta. Data Mining and Official Statistics. Quinta Conferenza Nationale di Statistica, ISTAT, Nov 2000, Rome, Italy. pp.41-46. ⟨hal-01124591⟩
  • Gilbert Saporta, Nicolas Fischer. Fusion et greffes de données. 5èmes Journées Modulad. Data Mining des Données Clientèle, Nov 2000, Clamart, France. pp.43-66. ⟨hal-01124592v2⟩
  • Gilbert Saporta. Some simple rules for interpreting outputs of principal components and correspondence analysis. ASMDA 99: IX International Symposium on Applied Stochastic Models and Data Analysis, Jul 1999, Lisbonne, Portugal. ⟨hal-01124587⟩
  • Gilbert Saporta. Teaching Statistics with Internet: a Survey of Available Resources and the St@tNet Project. ISI99, Aug 1999, Helsinki, Finland. ⟨hal-01124588⟩
  • Gilbert Saporta. The unexploited mines of academic and official statistics. AOSC : Academic and official statistics cooperation, Eurostat, Sep 1998, Bucarest, Romania. pp.11-15. ⟨hal-02514204⟩
  • Annie Morin, Gilbert Saporta, Antonis Spinakis. Computer assisted training in statistics : internet and multimedia : a survey of existing tools. NTTS 1998, Sep 1998, Sorrento, Italy. pp.339-344. ⟨hal-01126405⟩
  • Gilbert Saporta. Problèmes posés par la comparaison de classification dans des enquêtes différentes,. 51ème session de l’Institut International de Statistique, Aug 1997, Istanbul, Turquie. ⟨hal-02514008⟩
  • Gilbert Saporta, Furio Camillo. Classificazione, analisi dei dati e modelli di conjoint analysis come strumenti integrati per le ricerche di mercato. La Statistica per le imprese, Societa Italiana di Statistica, Apr 1997, Torino, Italy. pp.15-32. ⟨hal-02514025⟩
  • Gilbert Saporta. L'analyse harmonique qualitative, une synthèse de la théorie. Recolección y análisis de datos longitudinales, Universidad Nacional de Colombia & ORSTOM, Dec 1996, Bogota, Colombie. pp.111-120. ⟨hal-02514063⟩
  • Gilbert Saporta, Narcisa Tambrea. About the selection of the number of components in correspondence analysis. ASMDA 1993: 6th International Symposium on Applied Stochastic Models and Data Analysis, May 1993, Chania, Greece. pp.846-856. ⟨hal-02514004⟩
  • Gilbert Saporta. Simultaneous Analysis of Qualitative and Quantitative Data. Societa Italiana di Statistica. XXXV riunione scientifica, Apr 1990, Padova, Italy. pp.62-72. ⟨hal-02513970⟩
  • Jean-Marie Bouroche, Gilbert Saporta. Les méthodes et les applications du credit-scoring.. 34° Riunione Scientifica della Sociéta Italiana di Statistica, Sociéta Italiana di Statistica, Apr 1988, Siena, Italie. pp.19-26. ⟨hal-02514074⟩
  • Gilbert Saporta. About maximal association criteria in linear analysis and in cluster analysis. Conference of the Internat. Federation of Classification Societies (IFCS),, Jul 1987, Aachen, Germany. pp.541-550. ⟨hal-02514080⟩
  • Gilbert Saporta, Gérard Hatabian. Régions de confiance en analyse factorielle. Fourth International Symposium on Data Analysis and Informatics, INRIA, 1986, Versailles, France. pp.499-508. ⟨hal-02522015⟩
  • Gilbert Saporta. Correspondence analysis for categorical stochastic processes. Advances in Multivariate Analysis, Indian Statistical Institute, Dec 1985, Calcutta, India. pp.365-376. ⟨hal-02514070⟩
  • Jean-Michel Gautier, Gilbert Saporta. Méthodes non paramétrique en analyse discriminante - quelques propositions nouvelles. 3e Journées Internationales d'Analyse des Données et Informatique, INRIA, 1983, France. pp.NC. ⟨hal-00743690⟩
  • Jean-Michel Gautier, Gilbert Saporta. About fuzzy discrimination. Compstat, 1982, France. pp.NC. ⟨hal-00743694⟩
  • Jean-Michel Gautier, Gilbert Saporta. Une méthodologie d'analyse discriminante sur variables qualitatives. 2e Congrès AFCET-INRIA, 1979, France. pp.NC. ⟨hal-00743697⟩
  • Jean-Claude Deville, Gilbert Saporta. L'analyse harmonique qualitative. Analyse des données et Informatique, INRIA, Oct 1979, Versailles, France. pp.375-389. ⟨hal-02514117⟩
  • Gilbert Saporta. Une méthode et un programme d'analyse discriminante sur variables qualitatives. Analyse des données et informatique, INRIA, Sep 1977, Versailles, France. pp.201-210. ⟨hal-02514101⟩

typdoc_POSTER6 documents

  • Oumou S. Daouda, Laura Temime, Gilbert Saporta, Mounia Hocine. How to prioritize work-related psychosocial factors impacting mental health? Regression and random forest approaches. ISCB 40, Jun 2019, Leuven, Belgium. ⟨hal-02471323⟩
  • Oumou S. Daouda, Astrid Chevance, Gilbert Saporta, Raphaël Gaillard, Mounia Hocine. Impact des facteurs de risque psychosociaux liés au travail sur la santé mentale : étude transversale sur la population active française. Conférence Francophone d’Epidémiologie Clinique et Journées des statisticiens des Centres de Lutte Contre le Cancer, May 2019, Toulouse, France. ⟨hal-02547080⟩
  • Biagio Zaffora, Jean-Pierre Chevalier, Francesco La Torre, Catherine Luccioni, Matteo Magistris, et al.. Statistical learning approaches applied to the calculation of scaling factors for radioactive waste characterization. 14th Congress of the International Radiation Protection Association, May 2016, Cape Town, South Africa. ⟨10.13140/RG.2.1.3956.8240⟩. ⟨hal-02507380⟩
  • Anne Bernard, Arthur Tenenhaus, Jean-François Zagury, Gilbert Saporta, Christiane Guinot. Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutané chez 502 femmes caucasiennes adultes. EGC '2012, Feb 2012, Bordeaux, France. 2012, EGC 2012 Revue des nouvelles technologies de l'information. ⟨hal-01125974⟩
  • Julie Séguéla, Gilbert Saporta. Automatic Categorization of Job Postings. COMPSTAT'2010, 19th International Conference on Computational Statistics, Paris, Aug 2010, X, France. 2010. ⟨hal-01125766⟩
  • Malika Charrad, Yves Lechevallier, Gilbert Saporta, Mohamed Ben Ahmed. Détermination du nombre des classes dans l'algorithme CROKI2 de classification croisée. EGC'2009: 9 ème conférence internationale sur l'Extraction et la Gestion des Connaissances, Jan 2009, Strasbourg, France. pp.447-448, 2009. ⟨hal-01125739⟩

typdoc_OUV3 documents

  • Gilbert Saporta. Probabilités, analyse des données et statistique. Technip. pp.622, 2011, 978-2-7108-0980-7. ⟨hal-01126164⟩
  • Gilbert Saporta. Probabilités, Analyse des données et statistique. Editions Technip. 2006. ⟨hal-01125195⟩
  • Jean-Marie Bouroche, Gilbert Saporta. L'analyse des données. PUF, 1980, Que Sais-je ?. ⟨hal-02521505⟩

typdoc_COUV22 documents

  • Gilbert Saporta. 50 Years of Data Analysis: From Exploratory Data Analysis to Predictive Modeling and Machine Learning. Christos Skiadas. Data Analysis and Applications 1. Clustering and Regression, Modeling-estimating, Forecasting and Data Mining, ISTE-Wiley, 2019, Data Analysis and Applications, 978-1-78630-382-0. ⟨hal-02470740⟩
  • Gilbert Saporta. From Conventional Data Analysis Methods to Big Data Analytics. Big Data for Insurance Companies, John Wiley & Sons, Inc., pp.27-41, 2018, ⟨10.1002/9781119489368.ch2⟩. ⟨hal-02470097⟩
  • Gilbert Saporta. Une brève histoire de l'apprentissage. Apprentissage statistique et données massives, Editions Technip, 2018, 978-2-7108-1182-4. ⟨hal-02470857⟩
  • Gilbert Saporta. Des méthodes classiques d'analyse des données au Big Data. Marine Corlosquet-Habart; Jacques Janssen. Le big data pour les compagnies d'assurance, ISTE, 2017, Big Data, IA et analyse de données, 978-1-78405-298-0. ⟨hal-02473576⟩
  • Gilbert Saporta. Actualité de l'analyse des données. Giorgio Marbach & Carlo Lauro. Alfredo Rizzi, l'uomo e l'opera, RCE-Multimedia, pp.43-52, 2015. ⟨hal-02508271⟩
  • Ludovic Lebart, Gilbert Saporta. Historical Elements of Correspondence Analysis and Multiple Correspondence Analysis. Jorg Blasius, Michael Greenacre. Visualization and Verbalization of Data, Chapman and Hall/CRC, pp.31-44, 2014, 9781466589803. ⟨hal-01126409⟩
  • Jean-Jacques Droesbeke, Gilbert Saporta. De Poisson à Lazarsfeld en passant chez Quetelet, Bertillon, Galton et Pearson. Jean-Jacques Droesbeke; Gilbert Saporta; Christine Thomas-Agnan. Modèles à variables latentes et modèles de mélange, Editions Technip, pp.1-21, 2013. ⟨hal-02538840⟩
  • Séverine Demeyer, Jean-Louis Foulley, Nicolas Fischer, Gilbert Saporta. Bayesian analysis of structural equation models using parameter expansion. Mireille Gettler Summa; Leon Bottou; Bernard Goldfarb; Fionn Murtagh; Catherine Pardoux; Myriam Touati. Statistical learning and data science, Chapman Hall/CRC, pp.135-145, 2012, 978-1-4398-6763-1. ⟨hal-01125864⟩
  • Michel Simioni, Gilbert Saporta, Jean-Jacques Droesbeke. Modèles à direction révélatrice unique : application en économie. Approches non paramétriques en régression : théorie et pratique, Editions Technip, pp.448, 2011, 9782710809586. ⟨hal-02806881⟩
  • Valentina Stan, Gilbert Saporta. Conjoint Use of Variables Clustering and PLS Structural Equations Modeling. Springer. Handbook of Partial Least Squares,, Springer Berlin Heidelberg, pp.235-246, 2010, 978-3-540-32825-4. ⟨10.1007/978-3-540-32827-8_11⟩. ⟨hal-01125749⟩
  • Gilbert Saporta, Ndeye Niang Keita. Principal Component Analysis: application to Statistical Process Control. Gérard Govaert. Data Analysis, ISTE, pp.1-23, 2009, 1-84821-098-1. ⟨10.1002/9780470611777.ch1⟩. ⟨hal-01125713⟩
  • Cristian Preda, Gilbert Saporta. PCR and PLS for Clusterwise Regression on Functional Data. Brito P., Bertrand P., Cucumel G., De Carvalho F. (Eds.). Selected Contributions in Data Analysis and Classification, Springer, pp.589-598, 2007, 978-3-540-73558-8. ⟨hal-01125361⟩
  • Gilbert Saporta. Epidémiologie et Data Mining ou fouille de données. Académie des Sciences. L'épidémiologie humaine,, EDP-Sciences, pp.129-136, 2006, 2-86883-796-4. ⟨hal-01125191⟩
  • Gilbert Saporta, Ndeye Niang Keita. Correspondence analysis and classification. Michael Greenacre; Jörg Blasius. Multiple Correspondence Analysis and Related Methods, Chapman and Hall/CRC, pp.371-392, 2006, 9781584886280. ⟨hal-01125202⟩
  • Gilbert Saporta. Les classes latentes. Jean-Jacques Droesbeke; Michel Lejeune; Gilbert Saporta. Modèles statistiques pour données qualitatives, Editions Technip, pp.71-82, 2005, 9782710808558. ⟨hal-01125049⟩
  • Ana Lorga da Silva, Gilbert Saporta, Helena Bacelar-Nicolau. Missing Data and Imputation Methods in Partition of Variables. Classification, Clustering, and Data Mining Applications, Springer, pp.631-637, 2004, Studies in Classification, Data Analysis and Knowledge Organisation, ⟨10.1007/978-3-642-17103-1_59⟩. ⟨hal-01124926⟩
  • Cristian Preda, Gilbert Saporta. PLS Approach for clusterwise linear regression on functional data. D.Banks. Classification, Clustering, and Data Mining Applications, Springer; Springer Berlin Heidelberg, pp.167-176, 2004, Classification, Clustering and Data Mining Applications, ⟨10.1007/978-3-642-17103-1_17⟩. ⟨hal-01124925⟩
  • Gilbert Saporta, Ndèye Niang. Analyse en composantes principales. Gérard Govaert. Analyse des données, Hermes, pp.19-42, 2003, 978-2-7462-0643-4. ⟨hal-02507732⟩
  • Gilbert Saporta, Vila Co. Fusion de fichiers : une nouvelle méthode basée sur l'analyse homogène. Gildas Brossier; Anne-Marie Dussaix. Enquêtes et sondages, Dunod, pp.81-93, 1999, 9782100040230. ⟨hal-01124586⟩
  • Gilbert Saporta. Plans d'expériences et analyse conjointe: applications en marketing. Jean-Jacques Droesbeke; Jeanne Fine; Gilbert Saporta. Plans d'expériences. Applications à l'entreprise, Editions Technip, pp.451-465, 1997, 9782710807339. ⟨hal-02540655⟩
  • Gilbert Saporta. Multidimensional data analysis for categorical variables. Peter Nijkamp. Measuring the Unmeasurable, Nato Science Series D: Behavioural and Social Science (22), Springer, pp.317-337, 1985, 978-9024731244. ⟨hal-02514123⟩
  • Gilbert Saporta. Multidimensional data analysis and quantification of categorical variables. J. Janssen; J.F. Marcotorchino; J.M. Proth. New Trends in Data Analysis, North-Holland, pp.73-97, 1983, 978-0444867049. ⟨hal-02514149⟩

typdoc_DOUV15 documents

  • Edwin Diday, Rong Guan, Gilbert Saporta, Huiwen Wang. Advances in Data Science. Symbolic, Complex and Network Data. ISTE-WILEY, 2020, Big Data, Artificial Intelligence and Data Analysis, 978-1-786-30576-3. ⟨hal-02471591⟩
  • Myriam Maumy-Bertrand, Gilbert Saporta, Christine Thomas-Agnan. Apprentissage statistique et données massives. Editions Technip, 2018, 9782710811824. ⟨hal-02470866⟩
  • Frédéric Bertrand, Jean-Jacques Droesbeke, Gilbert Saporta, Christine Thomas-Agnan. Model Choice and Model Aggregation. Editions Technip, 2017, 9782710811770. ⟨hal-02473555⟩
  • Hervé Abdi, Vincenzo Esposito Vinzi, Gilbert Saporta, G. Russolillo, Laura Trinchera. The Multiple Facets of Partial Least Squares Methods. PLS 2014, Springer, 2016, 978-3-319-40643-5. ⟨hal-02507367⟩
  • Jean-Jacques Droesbeke, Gilbert Saporta, Christine Thomas-Agnan. Méthodes robustes en statistique. Technip. pp.206, 2015. ⟨hal-01126519⟩
  • Jean-Jacques Droesbeke, Myriam Maumy-Bertrand, Gilbert Saporta, Christine Thomas-Agnan. Approches statistiques du risque. Technip. pp.416, 2014. ⟨hal-01126413⟩
  • Yves Lechevallier, Gilbert Saporta, Huiwen Wang, Rong Guan. Advances in Theory and Applications of High Dimensional and Symbolic Data Analysis. Revue des Nouvelles Technologies de l'Information, RNTI E.25, Hermann, pp.197, 2013. ⟨hal-00917511⟩
  • Jean-Jacques Droesbeke, Gilbert Saporta, Christine Thomas-Agnan. Modèles à variables latentes et modèles de mélange. Technip. Editions Technip, 306 p., 2013, 978-2-7108-0959-3. ⟨hal-01126237⟩
  • Jean-Jacques Droesbeke, Gilbert Saporta. Approches non-paramétriques en régression. Editions Technip, 2011, 9782710809586. ⟨hal-02521298⟩
  • Jean-Jacques Droesbeke, Gilbert Saporta. Analyse statistique des données longitudinales. Editions Technip, 2010, 9782710809579. ⟨hal-02521606⟩
  • Jean-Jacques Droesbeke, Michel Lejeune, Gilbert Saporta. Analyse statistique des données spatiales. Editions Technip, 2006, 9782710808732. ⟨hal-02521442⟩
  • Jean-Jacques Droesbeke, Michel Lejeune, Gilbert Saporta. Modèles statistiques pour données qualitatives. Editions Technip, 2005, 9782710808558. ⟨hal-02521456⟩
  • Jean-Jacques Droesbeke, Jeanne Fine, Gilbert Saporta. Méthodes bayesiennes en statistique. Editions Technip, 2002, 9782710808138. ⟨hal-02521337⟩
  • Carlo Lauro, Jaromir Antoch, Vincenzo Esposito Vinzi, Gilbert Saporta. Multivariate Total Quality Control: Foundation and Recent Advances. Physica Verlag - Springer, 2002, 978-3-642-48710-1. ⟨hal-02521486⟩
  • Jean-Jacques Droesbeke, Jeanne Fine, Gilbert Saporta. Plans d'expériences : applications à l'entreprise. Editions Technip, 1997, 9782710807339. ⟨hal-02521474⟩

typdoc_OTHER6 documents

  • Gilbert Saporta, Gilles Stoltz. Gilbert Saporta : un parcours éclectique Analyse, fouille, science des données. Entretien. 2020, pp.37-53. ⟨hal-02885745⟩
  • Gilbert Saporta. Une brève histoire de l'intelligence artificielle. 2018. ⟨hal-02471743⟩
  • Patrice Bertrand, Saporta Gilbert. Some Recent Trends in Applied Stochastic Modeling and Multidimensional Data Analysis. 2008, pp.3164-3166. ⟨10.1016/j.csda.2007.10.012⟩. ⟨hal-00705981⟩
  • Gilbert Saporta. Data mining et statistique. 2001, pp.81-84. ⟨hal-02505966⟩
  • Gilbert Saporta. [compte-rendu] Un événement : le rapport de l'Académie des Sciences sur la statistique. 1999, pp.74-77. ⟨hal-01125527⟩
  • Gilbert Saporta. Review of Michael J. Greenacre, Theory and Application of Correspondence Analysis: Journal of Classification, no 3. 1986, pp.165-166. ⟨hal-02612016⟩

typdoc_UNDEFINED3 documents

  • Derek Beaton, Gilbert Saporta, Hervé Abdi. A generalization of partial least squares regression and correspondence analysis for categorical and mixed data: An application with the ADNI data. 2020. ⟨hal-02471325⟩
  • Tingting Huang, Gilbert Saporta, Huiwen Wang, Shanshan Wang. Spatial Functional Linear Model and its Estimation Method. 2020. ⟨hal-02471245⟩
  • Silva Ohannessian, Gilbert Saporta. 'Zero' Option in Conjoint Analysis:: A New Specification of the Indecision and the Refusal - Application to the Video on Demand Market. 2010. ⟨hal-02536209⟩

typdoc_REPORT1 document

  • Serge Abiteboul, François Bancilhon, François Bourdoncle, Stéphan Clémençon, Colin de la Higuera, et al.. L'émergence d'une nouvelle filière de formation : « data scientists ». [Interne] INRIA Saclay; CEDRIC laboratory, CNAM-Paris, France. 2014. ⟨hal-01092062⟩

typdoc_THESE2 documents

  • Gilbert Saporta. Méthodes exploratoires d'analyse de données temporelles. Théorie [stat.TH]. Université Pierre et Marie Curie - Paris VI, 1981. Français. ⟨tel-00711814⟩
  • Gilbert Saporta. Liaisons entre plusieurs ensembles de variables et codage de données qualitatives. Statistiques [math.ST]. Université Pierre et Marie Curie - Paris VI, 1975. Français. ⟨tel-00649127⟩