Gilbert Saporta

CV-Hal Gilbert Saporta
81%
Open access
347
Documents

Presentation

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:


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Publications

Image document

Improving predictive maintenance: Evaluating the impact of preprocessing and model complexity on the effectiveness of eXplainable Artificial Intelligence methods

Mouhamadou Lamine Ndao , Genane Youness , Ndèye Niang , Gilbert Saporta
Engineering Applications of Artificial Intelligence, 2025, 144, pp.110144. ⟨10.1016/j.engappai.2025.110144⟩
Journal articles hal-04929200 v1

Is There a Future for Stochastic Modeling in Business and Industry in the Era of Machine Learning and Artificial Intelligence?

Fabrizio Ruggeri , David Banks , William Cleveland , Nicholas Fisher , Marcos Escobar-Anel et al.
Applied Stochastic Models in Business and Industry, 2025, 41 (2), ⟨10.1002/asmb.70004⟩
Journal articles hal-04987361 v1
Image document

From Plain to Sparse Correspondence Analysis: a Generalized SVD Approach

Hervé Abdi , Vincent Guillemot , Ruiping Liu , Ndèye Niang , Gilbert Saporta et al.
Statistica Applicata - Italian Journal of Applied Statistics, 2024, 35 (3), pp.301-338. ⟨10.26398/IJAS.0035-014⟩
Journal articles hal-04467589 v1

Sparse correspondence analysis for large contingency tables

Ruiping Liu , Ndèye Niang , Gilbert Saporta , Huiwen Wang
Advances in Data Analysis and Classification, 2023, 17 (4), pp.1037-1056. ⟨10.1007/s11634-022-00531-5⟩
Journal articles hal-03919521 v1
Image document

Équité, explicabilité, paradoxes et biais

Gilbert Saporta
Statistique et Société, 2023, 10 (3)
Journal articles hal-03998894 v1
Image document

A new ranking index to identify the work-related psychosocial factors most impacting mental health: a cross-sectional study

Oumou Salama Daouda , Astrid Chevance , Laura Temime , Patrick Légeron , Raphaël Gaillard et al.
BMJ Open, 2022, 12 (12), pp.e046444. ⟨10.1136/bmjopen-2020-046444⟩
Journal articles hal-03919683 v1
Image document

Une conversation avec Yves Escoufier

Yves Escoufier , Gilbert Saporta
Statistique et Société, 2022, 10 (2), pp.81-94
Journal articles (Review article) hal-03872079 v1
Image document

A robust spatial autoregressive scalar-on-function regression with t-distribution

Tingting Huang , Gilbert Saporta , Huiwen Wang , Shanshan Wang
Advances in Data Analysis and Classification, 2021, 15 (1), pp.57-81. ⟨10.1007/s11634-020-00384-w⟩
Journal articles hal-02495912 v1
Image document

Using partial least squares regression for conjoint analysis

Giorgio Russolillo , Gilbert Saporta
Statistica Applicata - Italian Journal of Applied Statistics, 2020, Conjoint Analysis and Decision Making, 32, pp.67-84. ⟨10.26398/IJAS.0032-005⟩
Journal articles hal-02941462 v1
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Linear mixed-effects model for longitudinal complex data with diversified characteristics

Zhichao Wang , Huiwen Wang , Shanshan Wang , Shan Lu , Gilbert Saporta
Journal of Management Science and Engineering, 2020, 5 (2), pp.105-124. ⟨10.1016/j.jmse.2019.11.001⟩
Journal articles hal-02470654 v2

Ultra-high dimensional variable screening via Gram–Schmidt orthogonalization

Huiwen Wang , Ruiping Liu , Shanshan Wang , Zhichao Wang , Gilbert Saporta
Computational Statistics, 2020, 35, pp.1153-1170. ⟨10.1007/s00180-020-00963-7⟩
Journal articles hal-02557084 v1

A Bayesian framework to update scaling factors for radioactive waste characterization

Biagio Zaffora , Séverine Demeyer , Matteo Magistris , Elvezio Ronchetti , Gilbert Saporta et al.
Applied Radiation and Isotopes, 2020, pp.109092. ⟨10.1016/j.apradiso.2020.109092⟩
Journal articles hal-02491880 v1
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Work-related psychosocial risk factors and psychiatric disorders: A cross-sectional study in the French working population

Astrid M Chevance , Oumou S Daouda , Alexandre Salvador , Patrick Légeron , Yannick Morvan et al.
PLoS ONE, 2020, 15 (5), pp.e0233472. ⟨10.1371/journal.pone.0233472⟩
Journal articles hal-04355956 v1
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成分数据的空间自回归模型

Tingting Huang , Huiwen Wang , Gilbert Saporta
Journal of Beijing University of Aeronautics and Astronautics, 2019, 45 (1), pp.93-98. ⟨10.13700/j.bh.1001-5965.2018.0253⟩
Journal articles hal-02471589 v1

Spatial partial least squares autoregression: Algorithm and applications

Huiwen Wang , Jie Gu , Shanshan Wang , Gilbert Saporta
Chemometrics and Intelligent Laboratory Systems, 2019, 184, pp.123-131. ⟨10.1016/j.chemolab.2018.12.001⟩
Journal articles hal-02470100 v1
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Régression multibloc sur classes latentes. Application à l’usage d’antibiotiques en élevages de lapins

Stéphanie Bougeard , Claire Chauvin , Gilbert Saporta , Ndèye Niang
Epidémiologie et Santé Animale, 2019, 76, pp.43-53
Journal articles hal-02919886 v1
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Clusterwise analysis for multiblock component methods

Stéphanie Bougeard , Hervé Abdi , Gilbert Saporta , Ndèye Niang
Advances in Data Analysis and Classification, 2018, 12 (2), pp.285-313. ⟨10.1007/s11634-017-0296-8⟩
Journal articles hal-02470765 v1

Prediction for regularized clusterwise multiblock regression

Stéphanie Bougeard , Véronique Cariou , Gilbert Saporta , Ndèye Niang
Applied Stochastic Models in Business and Industry, 2018, 34 (6), pp.852-867. ⟨10.1002/asmb.2335⟩
Journal articles hal-02470028 v1

Incremental modelling for compositional data streams

Yuan Wei , Huiwen Wang , Shanshan Wang , Gilbert Saporta
Communications in Statistics - Simulation and Computation, 2018, 48 (8), pp.2229-2243. ⟨10.1080/03610918.2018.1455870⟩
Journal articles hal-02470030 v1

Training data scientists: a few challenges

Gilbert Saporta
International Journal of Data Science and Analytics, 2018, 6 (3), pp.201-204. ⟨10.1007/s41060-018-0114-1⟩
Journal articles hal-02470032 v1
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A new approach to characterize very-low-level radioactive waste produced at hadron accelerators

Biagio Zaffora , Matteo Magistris , Jean-Pierre Chevalier , Gilbert Saporta , Catherine Luccioni et al.
Appl.Radiat.Isot., 2017, 122, pp.141-147. ⟨10.1016/j.apradiso.2017.01.019⟩
Journal articles hal-01555113 v1

Variable selection for multiply-imputed data with penalized generalized estimating equations

Julia Geronimi , Gilbert Saporta
Computational Statistics and Data Analysis, 2017, 110, pp.103-114. ⟨10.1016/j.csda.2017.01.001⟩
Journal articles hal-02470774 v1
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Uncertainty quantification applied to the radiological characterization of radioactive waste

Biagio Zaffora , Matteo Magistris , Gilbert Saporta , Jean-Pierre Chevalier
Applied Radiation and Isotopes, 2017, 127, pp.142-149. ⟨10.1016/j.apradiso.2017.06.001⟩
Journal articles hal-01676367 v1
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Quelle statistique pour les Big Data?

Gilbert Saporta
Statistique et Société, 2017, 5 (1)
Journal articles hal-02470803 v1

Advances in credit scoring: combining performance and interpretation in kernel discriminant analysis

Caterina Liberati , Furio Camillo , Gilbert Saporta
Advances in Data Analysis and Classification, 2017, 11 (1), pp.121-138. ⟨10.1007/s11634-015-0213-y⟩
Journal articles hal-02470771 v1
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Le certificat « Analyste de données massives » du Conservatoire national des arts et métiers

Ndeye Niang Keita , Gilbert Saporta , Michel Crucianu , Philippe Rigaux
Statistique et Enseignement, 2016
Journal articles hal-02500566 v1
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Statistical sampling applied to the radiological characterization of historical waste

Biagio Zaffora , Matteo Magistris , Gilbert Saporta , Francesco Paolocern La Torre
EPJ N - Nuclear Sciences & Technologies, 2016, ⟨10.1051/epjn/2016031⟩
Journal articles hal-02471758 v1
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How to Identify and Prioritize Psychosocial Factors Impacting Stress Level

Mounia Hocine , Karim Ait Bouziad , Patrick Légeron , William Dab , Gilbert Saporta
PLoS ONE, 2016, 11 (6), pp.e0157078. ⟨10.1371/journal.pone.0157078⟩
Journal articles hal-02077300 v1
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Improving stacking methodology for combining classifiers: applications to cosmetic industry

Charles Gomes , Hisham Nocairi , Marie Thomas , Gilbert Saporta
Electronic Journal of Applied Statistical Analysis, 2016, 09 (2), pp.340 - 361. ⟨10.1285/i20705948v9n2p340⟩
Journal articles hal-02471754 v1
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Jan de Leeuw and the French School of Data Analysis

François Husson , Julie Josse , Gilbert Saporta
Journal of Statistical Software, 2016, 73 (6), 16 p. ⟨10.18637/jss.v073.i06⟩
Journal articles hal-01400295 v1

A Conversation with Jean-Louis Bodin

Gilbert Saporta
International Statistical Review, 2015, 83 (1), pp.2-16. ⟨10.1111/insr.12081⟩
Journal articles istex hal-02471961 v1
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Data Mining and Official Statistics:The Past, the Present and the Future

Hossein Hassani , Gilbert Saporta , Emmanuel Sirimal Silva
Big Data, 2014, 2 (1), pp.1-9. ⟨10.1089/big.2013.0038⟩
Journal articles hal-01126373 v1
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A simple and robust scoring technique for binary classification

Charles Gomes , Hisham Nocairi , Marie Thomas , Jean-François Collin , Gilbert Saporta
Journal of Artificial Intelligence Research, 2014, 3 (1), pp.52-58. ⟨10.5430/air.v3n1p52⟩
Journal articles hal-01126370 v1
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Non parametric on-line control of batch processes based on STATIS and clustering

Ndeye Niang Keita , Flavio Fogliatto , Gilbert Saporta
Journal de la Société Française de Statistique, 2013, 154 (3), pp.124-142
Journal articles hal-01126343 v1

Methodology for the evaluation of vascular surgery manpower in France

Jean-Marc Macé , Jean-Baptiste Ricco , L. Berger , Gilbert Saporta
Public Health Ethics, 2013, 127 (1), pp.65-71. ⟨10.1016/j.puhe.2012.09.002⟩
Journal articles istex hal-01126226 v1
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A hybrid recommender system to predict online job offer performance

Julie Séguéla , Gilbert Saporta
Revue des Nouvelles Technologies de l'Information, 2013, RNTI -E-25, pp.177-197
Journal articles hal-01126258 v1
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Il faut pouvoir répondre à l’invasion des données

Gilbert Saporta
Sciences et Avenir, 2012, 782, pp.42-45
Journal articles hal-03952633 v1
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Variable selection in discriminant analysis based on Gram-Schmidt process

Huiwen Wang , Meiling Chen , Gilbert Saporta
Journal of Beijing University of Aeronautics and Astronautics, 2011, 37 (8), pp.958-961
Journal articles hal-02507976 v1

Comparing partitions of two sets of units based on the same variables

Genane Youness , Gilbert Saporta
Advances in Data Analysis and Classification, 2010, 4 (1), pp.53-64. ⟨10.1007/s11634-009-0057-4⟩
Journal articles hal-01125731 v1
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The NIPALS Algorithm for Missing Functional Data

Cristian Preda , Gilbert Saporta , Mohamed Hadj Mbarek
Revue roumaine de mathématiques pures et appliquées, 2010, 55 (4), pp.315-326
Journal articles hal-01125940 v1

Using basis expansions for estimating functional PLS regression: Applications with chemometric data

Ana-M. Aguilera , Manuel Escabias , Cristian Preda , Gilbert Saporta
Chemometrics and Intelligent Laboratory Systems, 2010, 104 (2), pp.289-305. ⟨10.1016/j.chemolab.2010.09.007⟩
Journal articles hal-01125791 v1
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多元线性回归模型的聚类分析方法研究

Huiwen Wang , Ming Ye , Gilbert Saporta
Xitong Fangzhen Xuebao/Acta Simulata Systematica Sinica, 2009, 21, pp.7048-7056
Journal articles hal-01125932 v1

Automatic identification of bird targets with radar via patterns produced by wing flapping

Serge Zaugg , Gilbert Saporta , Emiel van Loon , Heiko Schmaljohann , Felix Liechti
Journal of the Royal Society Interface, 2008, 5 (26), pp.1041-1053. ⟨10.1098/rsif.2007.1349⟩
Journal articles hal-02507559 v1
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Gram-Schmidt regression and application in cutting tool abrasion prediction

Huiwen Wang , Meiling Chen , Gilbert Saporta
Journal of Beijing University of Aeronautics and Astronautics, 2008, 34 (6), pp.729-733
Journal articles hal-02507589 v1

Clustering and Disjoint Principal Component Analysis

Maurizio Vichi , Gilbert Saporta
Computational Statistics and Data Analysis, 2008, 53 (8), pp.3194-3208. ⟨10.1016/j.csda.2008.05.028⟩
Journal articles istex hal-01125538 v1
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Web Content Data Mining : la classification croisée pour l'analyse textuelle d'un site Web

Malika Charrad , Yves Lechevallier , Gilbert Saporta , Mohamed Ben Ahmed
Revue des Nouvelles Technologies de l'Information, 2008, RNTI-E11, pp.43-54
Journal articles hal-02507577 v1

PLS classification of functional data

Cristian Preda , Gilbert Saporta , Caroline Leveder
Computational Statistics, 2007, 22, pp.223-235. ⟨10.1007/s00180-007-0041-4⟩
Journal articles hal-01125292 v1

Combined use of association rules mining and clustering methods to find relevant links between binary rare attributes in a large data set

Marie Plasse , Ndeye Niang Keita , Gilbert Saporta , Alexandre Villeminot , Laurent Leblond
Computational Statistics and Data Analysis, 2007, 52 (1), pp.596-613. ⟨10.1016/j.csda.2007.02.020⟩
Journal articles istex hal-01125291 v1
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Kernel logistic PLS: a tool for supervised nonlinear dimensionality reduction and binary classification

Arthur Tenenhaus , Alain Giron , Emmanuel Viennet , Michel Béra , Gilbert Saporta et al.
Computational Statistics and Data Analysis, 2007, 51 (9), pp.4083-4100. ⟨10.1016/j.csda.2007.01.004⟩
Journal articles hal-00152898 v1
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Une procédure de réduction du nombre de paires en analyse conjointe

Salwa Benammou , Gilbert Saporta , Besma Souissi
Journal de la Société Française de Statistique, 2007, 148, pp.57-76
Journal articles hal-01125385 v1
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Editorial

Gilbert Saporta , Michel Béra
Applied Stochastic Models in Business and Industry, 2005, 21 (2), pp.95-96. ⟨10.1002/asmb.543⟩
Journal articles hal-03134518 v1

PLS regression on a stochastic process

Cristian Preda , Gilbert Saporta
Computational Statistics and Data Analysis, 2005, 48, pp.149-158. ⟨10.1016/j.csda.2003.10.003⟩
Journal articles hal-01124945 v1

Clusterwise PLS regression on a stochastic process

Cristian Preda , Gilbert Saporta
Computational Statistics and Data Analysis, 2005, 49, pp.99-108. ⟨10.1016/j.csda.2004.05.002⟩
Journal articles hal-01124969 v1
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Some Measures of Agreement Between Close Partitions

Genane Youness , Gilbert Saporta
Student, 2004, 5, pp.1-12
Journal articles hal-01124938 v1
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Une Méthodologie pour la Comparaison de Partitions

Genane Youness , Gilbert Saporta
Revue de Statistique Appliquée, 2004, 52, pp.97-120
Journal articles hal-01124920 v1
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On the Connection Between the Distribution of Eigenvalues in Multiple Correspondence Analysis and Log-Linear Models

Salwa Benammou , Gilbert Saporta
REVSTAT - Statistical Journal, 2003, 1, pp.42-79
Journal articles hal-01124896 v1
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Mesures de distance entre modalités de variables qualitatives; application à la classification

Hisham Abdallah , Gilbert Saporta
Revue de Statistique Appliquée, 2003, 51 (2), pp.75-90
Journal articles hal-02507690 v1

A Simple Rule for the Selection of Principal Components

Dimitris Karlis , Gilbert Saporta , Antonis Spinakis
Communications in Statistics - Theory and Methods, 2003, 32 (3), pp.643-666. ⟨10.1081/STA-120018556⟩
Journal articles hal-02507681 v1
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Sur l'utilisation de l'analyse conjointe en cas de réponses incomplètes ou de non-réponses

Salwa Benammou , Sana Harbi , Gilbert Saporta
Revue de Statistique Appliquée, 2003, 51 (4), pp.31-55
Journal articles hal-01124825 v1
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Régression PLS sur un processus stochastique

Cristian Preda , Gilbert Saporta
Revue de Statistique Appliquée, 2002, 50 (2), pp.27-45
Journal articles hal-02507754 v1

Data fusion and data grafting

Gilbert Saporta
Computational Statistics and Data Analysis, 2002, 38 (4), pp.465-473. ⟨10.1016/S0167-9473(01)00072-X⟩
Journal articles hal-02507745 v1
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Data mining et statistique

Gilbert Saporta
Journal de la Société Française de Statistique, 2001, pp.81-84
Journal articles (Book review) hal-02505966 v1
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[compte-rendu] Un événement : le rapport de l'Académie des Sciences sur la statistique

Gilbert Saporta
Journal de la Société Française de Statistique, 1999, pp.74-77
Journal articles (Book review) hal-01125527 v1

L'analyse des données

Jean-Marie Bouroche , Gilbert Saporta
Pour la Science. Dossier, 1999, Hors série, Les mathématiques sociales (24), pp.36-44
Journal articles hal-01124585 v1
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[book review] The Analysis of Proximity Data. B. S. Everitt and S. Rabe‐Hesketh, Arnold, London, 1997.

Gilbert Saporta
Statistics in Medicine, 1999, pp.491-492
Journal articles (Book review) hal-03065429 v1
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Classification d'un ensemble de variables qualitatives

Hisham Abdallah , Gilbert Saporta
Revue de Statistique Appliquée, 1998, 46 (4), pp.5-26
Journal articles hal-02507938 v1
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Sur la normalité asymptotique des valeurs propres en ACM sous l'hypothèse d'indépendance des variables.

Salwa Benammou , Gilbert Saporta
Revue de Statistique Appliquée, 1998, 46 (3), pp.21-35
Journal articles hal-02507921 v1
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Review of Michael J. Greenacre, Theory and Application of Correspondence Analysis

Gilbert Saporta
Journal of Classification, 1996, pp.165-166
Journal articles (Book review) hal-02612016 v1
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Période opérationnelle moyenne de la carte de moyennes mobiles équipondérées pour le contrôle du centrage d'un procédé

Ndèye Niang , Gilbert Saporta
Revue de Statistique Appliquée, 1995, 43 (3), pp.5-20
Journal articles hal-02507882 v1
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A General Family Of Probability Distributions

Gilbert Saporta , Vasile Preda
Annales de l'ISUP, 1995, XXXIX (2), pp.71-93
Journal articles hal-03660030 v1
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Une méthode de Discrimination non paramétrique

S. Mahjoub , Gilbert Saporta
Revue de Statistique Appliquée, 1994, 42 (2), pp.99-113
Journal articles hal-02507853 v1

Data analysis for numerical and categorical individual time-series

Gilbert Saporta
Applied Stochastic Models and Data Analysis, 1985, 1 (2), pp.109-119. ⟨10.1002/asm.3150010204⟩
Journal articles istex hal-02507824 v1
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Correspondence analysis, with an extension towards nominal time series

Jean-Claude Deville , Gilbert Saporta
Journal of Econometrics, 1983, 22 (1-2), pp.169-189. ⟨10.1016/0304-4076(83)90098-2⟩
Journal articles hal-02507795 v1
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Pondération optimale de variables qualitatives en analyse des données

Gilbert Saporta
Statistique et analyse des données, 1979, 4 (3), pp.19-31
Journal articles hal-02507784 v1
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Quelques applications des opérateurs d'Escoufier au traitement des variables qualitatives

Gilbert Saporta
Statistique et analyse des données, 1976, 1 (1), pp.38-46
Journal articles hal-02507775 v1
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Dépendance et codages de deux variables aléatoires

Gilbert Saporta
Revue de Statistique Appliquée, 1975, 23 (1), pp.43-63
Journal articles hal-02507766 v1

Codage optimal et encodage: nouveaux regards sur un ancien problème

Gilbert Saporta
CISEM 2024, 4ème Colloque international statistique et économétrie, Faculté des sciences économiques et de gestion, May 2024, Mahdia, Tunisie
Conference papers hal-04580651 v1

Clustering variables: a survey and some new developments

Ndèye Niang , Mory Ouattara , Gilbert Saporta
Sensometrics 2024, The Sensometric Society, Jun 2024, Paris, France
Conference papers hal-04601242 v1
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Optimal Scaling: New Insights Into an Old Problem

Gilbert Saporta
SDS 2024; Statistics and Data Science Conference, SIS, Apr 2024, Palermo, Italy. pp.97-100
Conference papers hal-04544367 v1
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Enhancing Explainability in Predictive Maintenance : Investigating the Impact of Data Preprocessing Techniques on XAI Effectiveness

Mouhamadou-Lamine Ndao , Genane Youness , Ndèye Niang , Gilbert Saporta
The 37th International Conference of the Florida Artificial Intelligence Research Society, May 2024, Florida, United States. ⟨10.32473/flairs.37.1.135526⟩
Conference papers hal-04579205 v1
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Effet de la complexité du réseau LSTM sur l'explicabilité en Maintenance Prédictive

Lamine Mouhamadou Ndao , Genane Youness , Ndèye Niang , Gilbert Saporta
JdS 2024: 55ièmes Journées de Statistique, SFDS, May 2024, Bordeaux, France
Conference papers hal-04612045 v1
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Une comparaison de quelques méthodes de classification de variables mixtes

Ndèye Niang , Mory Ouattara , Gilbert Saporta
SFC'2023; Rencontres de la Société Francophone de Classification, Jul 2023, Strasbourg, France. pp.115-116
Conference papers hal-04158375 v1
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A comparison of some methods for clustering of variables of mixed types

N'Dèye Niang , Mory Ouattara , Gilbert Saporta
XXX Meeting of the Portuguese Association for Classification and Data Analysis (JOCLAD 2023), CLAD, Apr 2023, Viana Do Castelo, Portugal. pp.85-86
Conference papers hal-04080343 v1

Sparse non-symmetrical correspondence analysis

Ruiping Liu , Ndèye Niang , Gilbert Saporta
CARME - Correspondence Analysis and Related Methods, Universität Bonn, Sep 2023, Bonn, Germany
Conference papers hal-04223695 v1
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Quantifying the contribution of individual records to the reidentification risk of (pseudo) anonymized datasets

Michel Béra , Vasiliki Daskalaki , Gilbert Saporta , Kimon Spiliopoulos , Konstantinos Spinakis et al.
64th ISI World Statistics Congress, International Statistical Institute, Jul 2023, Ottawa (Ontario), Canada
Conference papers hal-04165346 v1

Optimal Scaling: New Insights Into an Old Problem

Gilbert Saporta
ASMDA 2023, 20th Applied Stochastic Models and Data Analysis Conference, Hellenic Mediterranean University, Jun 2023, Heraklion - Crete, Greece
Conference papers hal-04123670 v1
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Une revue systématique de la littérature autour du biais, de l'équité et de l'explicabilité

Mouhamadou-Lamine Ndao , Genane Youness , Ndèye Niang , Gilbert Saporta
CNIA 2023 - Conférence Nationale en Intelligence Artificielle, AFIA- Association française pour l'Intelligence Artificielle, Jul 2023, Strasbourg, France. pp.87-98
Conference papers hal-04158443 v1
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Consensus de partitions en NLP pour une revue systématique de la littérature autour de l'XAI du biais et de l'équité

Mouhamadou-Lamine Ndao , Ndèye Niang , Genane Youness , Gilbert Saporta
SFC'2023; Rencontres de la Société Francophone de Classification, Société Francophone de Classification, Jul 2023, Strasbourg, France. pp.43-48
Conference papers hal-04158417 v1

Some spatial regression models for functional and compositional data

Tingting Huang , Gilbert Saporta
Conference in honor of Christine Thomas-Agnan, Toulouse School of Economics, Jul 2022, Toulouse, France
Conference papers hal-03791487 v1

Equité et explicabilité des algorithmes : définitions, paradoxes et biais

Gilbert Saporta
CISEM 2022, 3eme Colloque international statistique et économétrie, Faculté des sciences économiques et de gestion, Mahdia, May 2022, Mahdia, Tunisie
Conference papers hal-03668668 v1

On some issues related to the fairness of algorithms

Gilbert Saporta
Compstat 2022, 24th International Conference on Computational Statistics, International Association for Statistical Computing- European Regional Section, Aug 2022, Bologna, Italy
Conference papers hal-03760485 v1

Codage optimal : nouveaux regards sur un ancien problème

Gilbert Saporta
27èmes rencontres de la Société Francophone de Classification (SFC) 2022, Université Lumière Lyon 2, Sep 2022, Lyon, France
Conference papers hal-03778052 v1
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Sparse Divisive Feature Clustering

Ndèye Niang-Keita , Mory Ouattara , Gilbert Saporta
XXVIII Meeting of the Portuguese Association for Classification and Data Analysis (JOCLAD 2021), CLAD, Dec 2021, Covilhã, Portugal. pp.75-76
Conference papers hal-03475860 v1

Interprétabilité des modèles prédictifs

Gilbert Saporta
ASI 11. 11ème Colloque International sur l'Analyse Statistique Implicative, Nov 2021, Belfort, France
Conference papers hal-03425974 v1

Sparse Correspondence Analysis for Contingency Tables

Gilbert Saporta
Celebrating 40 years of Greek Statistical Institute 1981-2021, Greek Statistical Institute, Mar 2021, Athènes, Greece
Conference papers hal-03183719 v1

From the triumph of black boxes to the right to understand and the search for fairness

Gilbert Saporta
ASMDA 2021, Jun 2021, Athens, Greece
Conference papers hal-03245218 v1
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Sparse Multiple Correspondence Analysis

Vincent Guillemot , Julie Le Borgne , Arnaud Gloaguen , Arthur Tenenhaus , Gilbert Saporta et al.
52èmes Journées de Statistique, Société Française de Statistique (SFdS), May 2020, Nice, France. pp.830-835
Conference papers pasteur-03037346 v1

About Interpreting and Explaining Machine Learning and Statistical Models

Gilbert Saporta
SMTDA 2020; 6th Stochastic Modeling Techniques and Data Analysis International Conference, Jun 2020, Barcelone (virtual), Spain
Conference papers hal-02779513 v1

Sparse Correspondence Analysis

Gilbert Saporta , Ruiping Liu , Ndeye Niang Keita , Huiwen Wang
ASMDA 2019. 18th Conference of the Applied Stochastic Models and Data Analysis International Society, Jun 2019, Florence, Italy
Conference papers hal-02471317 v1

Impact of work-related psychosocial factors on mental health: A cross-sectional study in the French working population

Oumou Daouda , Astrid Chevance , Alexandre Salvador , Patrick Légeron , Yannick Morvan et al.
Work, Stress and Health 2019 Conference of the American Psychological Association, Nov 2019, Philadelphia, United States
Conference papers hal-02470678 v1

Sparse Methods for Unsupervised Data Analysis

Gilbert Saporta , Ruiping Liu , Ndeye Niang Keita , Huiwen Wang
The 4th International Symposium on Interval Data Modelling (SIDM 2019), Jun 2019, Pékin, China
Conference papers hal-02471316 v1

Science des données, données massives : défis et nouveaux métiers

Gilbert Saporta
CISEM 2019, May 2019, Mahdia, Tunisie
Conference papers hal-02471319 v1

De l'analyse exploratoire à la modélisation prédictive: le chemin de la science des données

Gilbert Saporta
Montpellier: berceau de la Data Science. Colloque en l'honneur du Pr. Yves Escoufier, Jun 2019, Montpellier, France
Conference papers hal-03334607 v1
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Clusterwise multiblock PLS

Ndèye Niang , Stéphanie Bougeard , Gilbert Saporta
SFC 2018, Sep 2018, Paris, France
Conference papers hal-02471608 v1

SFLM: A mix of a Functional Linear Model and of a Spatial Autoregressive Model for spatially correlated functional data

Tingting Huang , Gilbert Saporta , Huiwen Wang , Shanshan Wang
CroNoS Workshop on Functional Data Analysis, Aug 2018, Iasi, Romania
Conference papers hal-02471736 v1
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Clusterwise Methods: a Synthesis and New Developments

Gilbert Saporta
Homenagem a Fernando da Costa Nicolau, Associação Portuguesa de Classificação e Análise de Dados, Jun 2018, Lisbonne, Portugal. pp.23-26
Conference papers hal-03187023 v1
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Expliquer ou prédire? Les nouveaux défis

Gilbert Saporta
Chimiometrie 2017, Jan 2017, Paris, France
Conference papers hal-02507348 v1
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Clusterwise Sparse PLS

Stéphanie Bougeard , Ndeye Niang-Keita , Cristian Preda , Gilbert Saporta
PLS'17, Jun 2017, Macao, Macau SAR China
Conference papers hal-02475001 v1

Importance of factors contributing to work-related stress: comparison of four metrics

Mounia Hocine , Natalia Feropontova , Ndèye Niang , Karim Ait Bouziad , Gilbert Saporta
ASMDA 2017, Jun 2017, London, United Kingdom
Conference papers hal-02474927 v1
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Identification et hiérarchisation des facteurs psychosociaux liés au stress au travail

Mounia Hocine , Karim Aït Bouziad , Patrick Légeron , William Dab , Gilbert Saporta
49èmes journées de statistique, May 2017, Avignon, France
Conference papers hal-02474970 v1
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Clusterwise methods, past and present

Gilbert Saporta
ISI 2017 61st World Statistics Congress, Jul 2017, Marrakech, Morocco
Conference papers hal-02473529 v1
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A New Approach to Estimate Uncertainty in Waste Characterization

Biagio Zaffora , Matteo Magistris , Gilbert Saporta
Advances in Nuclear Nonproliferation Technology and Policy Conference, Sep 2016, Santa Fe, United States
Conference papers hal-02500574 v1

Training Data Scientists: A Few Challenges

Gilbert Saporta
European Data Science Conference, European Association for Data Science, Nov 2016, Luxembourg, Luxembourg
Conference papers hal-03953145 v1

Variable selection for longitudinal biomarkers constrained by a detection limit

Julia Geronimi , Gilbert Saporta
Compstat 2016, Aug 2016, Oviedo, Spain
Conference papers hal-02500582 v1

Regularized clusterwise multiblock regression

Stéphanie Bougeard , Ndèye Niang , Gilbert Saporta
Compstat 2016, Aug 2016, Oviedo, Spain
Conference papers hal-02500591 v1

Some Sparse Methods for High Dimensional Data

Gilbert Saporta , Anne Bernard , Stéphanie Bougeard , Ndèye Niang , Cristian Preda
H2DM International Workshop on High Dimensional Data Mining, Jun 2016, Naples, Italy
Conference papers hal-02500643 v1

Predictive versus Generative Modelling: a Challenge for (Social) Sciences

Gilbert Saporta
Data Science & Social Research Conference, Feb 2016, Naples, Italy
Conference papers hal-02500634 v1
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Intégrer les données manquantes dans la sélection de variables pour données longitudinales

Julia Geronimi , Gilbert Saporta
48 èmes Journées de Statistique, May 2016, Montpellier, France
Conference papers hal-02500612 v1
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Prédiction en régression clusterwise PLS

Ndèye Niang , Stéphanie Bougeard , Gilbert Saporta
48 èmes Journées de Statistique, May 2016, Montpellier, France
Conference papers hal-02500605 v1

Variable selection for multiply imputed data with penalized generalized estimating equations

Julia Geronimi , Gilbert Saporta
XXVIIIth International Biometric Conference, Jul 2016, Victoria, Canada
Conference papers hal-02500597 v1

Screening Policies for Health Impact Assessment: cluster analysis for easier decision making

José Pereira Miguel , Leonor Bacelar-Nicolau , Gilbert Saporta
8th European Public Health Conference, European Public Health Association, Oct 2015, Milan, Italy. pp.133-134, ⟨10.1093/eurpub/ckv171.014⟩
Conference papers hal-03130097 v1

Les méthodes « clusterwise » : principes et applications

Gilbert Saporta , Stéphanie Bougeard , Ndeye Niang-Keita
XXII èmes rencontres de la Société Francophone de Classification, Sep 2015, Nantes, France
Conference papers hal-02507509 v1

Conjoint Analysis: past, present and issues

Gilbert Saporta
Choice and preference analysis for quality improvement and seminar on experimentation, Jul 2015, Bari, Italy
Conference papers hal-02507516 v1

Screening policies in health impact assessment: easier decision making through cluster analysis

Leonor Bacelar-Nicolau , José Pereira Miguel , Gilbert Saporta
8th European Congress of Epidemiology, International Epidemiological Association, Jun 2015, Maastricht, Netherlands. pp.852, ⟨10.1007/s10654-015-0072-z⟩
Conference papers hal-03130198 v1

Exploratory data analysis and contiguity relations: An outlook

Giuseppe Giordano , Gilbert Saporta , Maria Prosperina Vitale
CFE-CMStatistics, Dec 2015, London, United Kingdom
Conference papers hal-02507419 v1

Clusterwise multiblock PLS

Ndeye Niang-Keita , Stéphanie Bougeard , Gilbert Saporta , Hervé Abdi
CARME 2015: Correspondence Analysis and Related Methods, Sep 2015, Napoli, Italy
Conference papers hal-02507449 v1

Which analytic methods for Big Data?

Gilbert Saporta
ARS'15. Fifth International Workshop on Social Network Analysis, Università degli Studi di Salerno, Apr 2015, Capri, Italy
Conference papers hal-03953110 v1

A methodological tool for work-related stress management: Importance-Performance Analysis used complementary to PLS path modelling

Mounia Hocine , Karim Aït Bouziad , Gilbert Saporta
Applied Stochastic Models and Data Analysis, Jul 2015, Le Pirée, Greece
Conference papers hal-02507482 v1

Generalizing Partial Least Squares and Correspondence Analysis to Predict Categorical (and Heterogeneous) Data

Hervé Abdi , Derek Beaton , Gilbert Saporta
7th conference on Correspondence Analysis and Related Methods CARME 2015, Sep 2015, Napoli, Italy
Conference papers hal-02507459 v1

Clusterwise multiblock PLS regression

Ndeye Niang-Keita , Stéphanie Bougeard , Gilbert Saporta
CFE-CMStats, Dec 2015, London, United Kingdom
Conference papers hal-02507429 v1
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The Effect of Missing Visits on GEE, a Simulation Study

Julia Geronimi , Gilbert Saporta
Applied Stochastic Models and Data Analysis ASMDA 2015, Jun 2015, Le Pirée, Greece
Conference papers hal-02507487 v1
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L'effet de visites manquantes sur l'estimateur des GEE, une étude par simulation

Julia Geronimi , Gilbert Saporta
47èmes journées de statistique, Jun 2015, Lille, France
Conference papers hal-02507494 v1

PLS regression for multivariate functional data

Cristian Preda , Gilbert Saporta
PLS2014. 8th International Conference on Partial Least Squares and Related Methods, May 2014, Paris, France. pp.155
Conference papers hal-04678101 v1

Supervised classification and experimental designs

Gilbert Saporta
Compstat 2014, Aug 2014, Genève, Switzerland
Conference papers hal-01126449 v1
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Régression typologique pour données multi-blocs

Ndeye Niang Keita , Gilbert Saporta
46 émes journées de statistique, Jun 2014, Rennes, France
Conference papers hal-01126425 v1

A PLS Path Model for Predicting Impact of Job Characteristics on Work-Related Stress

Mounia Hocine , Giorgio Russolillo , Gilbert Saporta
PLS2014. 8th International Conference on Partial Least Squares and related Methods, May 2014, Paris, France. pp.103-104
Conference papers hal-01126417 v2

An integration of partial least squares and sparsified multiple correspondence analysis applied to genetic data

Derek Beaton , Anne Bernard , Hervé Abdi , Gilbert Saporta
PLS2014. 8th International Conference on Partial Least Squares and Related Methods, May 2014, Paris, France. pp.27-28
Conference papers hal-01126419 v2

De l'ACP sparse à l'ACM sparse

Anne Bernard , Gilbert Saporta
Agrostat 2014, Mar 2014, Rabat, Maroc
Conference papers hal-01126395 v1
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Data Mining, Machine Learning and Official Statistics

Gilbert Saporta , Hossein Hassani
Conference of European Statistics Stakeholders, Nov 2014, Rome, Italy
Conference papers hal-01126492 v1
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Analyse en composantes principales sparse pour données multiblocs et extension à l'analyse des correspondances multiples sparse

Anne Bernard , Gilbert Saporta
45 émes Journées de statistique, May 2013, Toulouse, France
Conference papers hal-01126256 v1
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A Robust Strategy for Combining Several Classifiers for Small Samples and Heterogeneous Predictors

Charles Gomes , Hisham Nocairi , Marie Thomas , Jean-François Collin , Gilbert Saporta
Chimiometrie 2013, Sep 2013, Brest, France. pp.33-34
Conference papers hal-01126303 v1

Reject inference techniques and semi supervised methods implemented in the process for granting credit

Asma Guizani , Besma Souissi , Salwa Benammou , Gilbert Saporta
ERCIM 2013, Dec 2013, Londres, United Kingdom
Conference papers hal-01126358 v1

A survey of some sparse methods for high-dimensional data

Gilbert Saporta
SADA'13, Mar 2013, Cotonou, Benin
Conference papers hal-01126236 v1
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Une comparaison de quatre techniques d'inférence des refusés dans le processus d'octroi de crédit

Asma Guizani , Besma Souissi , Salwa Benammou , Gilbert Saporta
45 émes Journées de statistique, May 2013, Toulouse, France
Conference papers hal-01126255 v1

From Sparse Regression to Sparse Multiple Correspondence Analysis

Gilbert Saporta
European Conference on Data Analysis, Jul 2013, Luxembourg, Luxembourg. pp.25
Conference papers hal-01126275 v1
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Stacking prediction for a binary outcome

Charles Gomes , Hisham Nocairi , Marie Thomas , Fabien Ibanez , Jean-François Collin et al.
Compstat 2012, Aug 2012, Limassol, Cyprus. pp.271-282
Conference papers hal-01126172 v1
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Contrôle non paramétrique de procédés par lots basé sur STATIS et la classification

Ndeye Niang Keita , Gilbert Saporta , Flavio Fogliatto
Agrostat2012, 12èmes journées Européennes Agro-Industrie et Méthodes Statistiques, Mar 2012, Paris, France. pp.163-169
Conference papers hal-01126032 v1
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Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutané chez 502 femmes caucasiennes adultes

Anne Bernard , Arthur Tenenhaus , Jean-François Zagury , Gilbert Saporta , Christiane Guinot
EGC 2012, Jan 2012, Bordeaux, France. pp.555-556
Conference papers hal-00750918 v1

Mining Official Data: What's New?

Gilbert Saporta
2012 SIAM International Conference on Data Mining, Apr 2012, Anaheim, United States
Conference papers hal-01126122 v1
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Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutané

Anne Bernard , Arthur Tenenhaus , Jean-François Zagury , Christiane Guinot , Gilbert Saporta
JdS'12, May 2012, Bruxelles, Belgique
Conference papers hal-00752243 v1

A generalisation of sparse PCA to multiple correspondence analysis

Gilbert Saporta , Anne Bernard , Christiane Guinot
ERCIM 2012, Dec 2012, Oviedo, Spain
Conference papers hal-01126217 v1
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Sparse principal component analysis for multiblock data and its extension to sparse multiple correspondence analysis

Anne Bernard , Christiane Guinot , Gilbert Saporta
Compstat 2012, International Association for Statistical Computing, Aug 2012, Limassol, Cyprus. pp.99-106
Conference papers hal-01126171 v1

Statistique et analyse de données pour l’assureur

Gilbert Saporta
Gender Directive Conference, ActuariaCnam, May 2012, Paris, France
Conference papers hal-03548803 v1
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Kernel discrimination and explicative features: an operative approach

Caterina Liberati , Furio Camillo , Gilbert Saporta
Compstat 2012, Aug 2012, Limassol, Cyprus. pp.507-518
Conference papers hal-01126173 v1
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A Semi-Supervised Hybrid System to Enhance the Recommendation of Channels in terms of Campaign ROI

Julie Séguéla , Gilbert Saporta
CIKM'11, 20th ACM Conference on Information and Knowledge Management, Oct 2011, Glasgow, United Kingdom. pp.2265-2268
Conference papers hal-01125926 v1

A comparison between latent semantic analysis and correspondence analysis

Julie Séguéla , Gilbert Saporta
CARME 2011 International conference on Correspondence Analysis and Related Methods, Feb 2011, Rennes, France. pp.20
Conference papers hal-01125854 v1
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Approche bayesienne des modèles à équations structurelles utilisant l'expansion paramétrique

Séverine Demeyer , Jean-Louis Foulley , Nicolas Fischer , Gilbert Saporta
43. Journées de Statistique, Jun 2011, Tunis, Tunisie
Conference papers hal-01125869 v1
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A semi-supervised recommender system to predict online job offer performance

Julie Séguéla , Gilbert Saporta
Theory and Application of High-dimensional Complex and Symbolic Data Analysis in Economics and Management Science, Oct 2011, Beijing, China
Conference papers hal-01126131 v1
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Une méthode de traitement des refusés dans le processus d'octroi de crédit

Asma Guizani , Salwa Benammou , Gilbert Saporta
43émes Journées de Statistique, Jun 2011, Tunis, Tunisie
Conference papers hal-01125868 v1
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On the use of Weighted Regression in Conjoint Analysis

Salwa Benammou , Besma Souissi , Gilbert Saporta
COMPSTAT'2010, 19th International Conference on Computational Statistics, Aug 2010, Paris, France. pp.777-784
Conference papers hal-01125764 v1
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Anticipated and Adaptive Prediction in Functional Discriminant Analysis

Cristian Preda , Gilbert Saporta , Mohamed Hadj Mbarek
COMPSTAT'2010, 19th International Conference on Computational Statistics, Aug 2010, Paris, France. pp.189-198
Conference papers hal-01125761 v1
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Détermination du nombre de classes dans les méthodes de bipartitionnement

Malika Charrad , Yves Lechevallier , Gilbert Saporta , Mohamed Ben Ahmed
17émes Rencontres de la Société Francophone de Classification, Jun 2010, Saint-Denis de la Réunion, France. pp.119-122
Conference papers hal-01125840 v1
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Approche bayésienne des modèles à équations structurelles

Séverine Demeyer , Nicolas Fischer , Gilbert Saporta
42èmes Journées de Statistique, Société française de statistiques, May 2010, Marseille, France
Conference papers inria-00494790 v1
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Modèles de comptage appliqués aux décisions de candidature aux offres d'emploi sur le web

Julie Séguéla , Gilbert Saporta
42èmes Journées de Statistique, 2010, Marseille, France, France
Conference papers inria-00494728 v1
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WCUM pour l'analyse d'un site web

Malika Charrad , Yves Lechevallier , Mohamed Ben Ahmed , Gilbert Saporta
10e conférence internationale sur l'Extraction et la Gestion des Connaissances EGC'2010, Jan 2010, Hammamet, Tunisie. pp.45-52
Conference papers hal-01125844 v1
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e-Recrutement : recherche de mots-clés pertinents dans le titre des annonces d'emploi

Julie Séguéla , Gilbert Saporta , Stéphane Le Viet
JADT'2010, 10th International Conference on Statistical Analysis of Textual Data, Jun 2010, Rome, Italie
Conference papers hal-01125769 v1
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On the Number of Clusters in Block Clustering Algorithms

Malika Charrad , Yves Lechevallier , Mohamed Ben Ahmed , Gilbert Saporta
23rd International FLAIRS Conference, May 2010, Florida, United States. pp.392-397
Conference papers hal-01125839 v1
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Contributions to Bayesian Structural Equation Modeling

Séverine Demeyer , Nicolas Fischer , Gilbert Saporta
COMPSTAT'2010, 19th International Conference on Computational Statistics, Paris, Aug 2010, Paris, France. pp.469-476
Conference papers hal-01125763 v1

Classification supervisée et données fonctionnelles

Gilbert Saporta
SFC'2010, 17èmes rencontres de la Société Francophone de Classification, Jun 2010, Saint Denis de la Réunion, France
Conference papers hal-01125768 v1
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A Clusterwise Center and Range Regression Model for Interval-Valued Data

Francisco de A. T. de Carvalho , Gilbert Saporta , Danilo N. Queiroz
COMPSTAT'2010, 19th International Conference on Computational Statistics, Aug 2010, Paris, France. pp.461-468
Conference papers hal-01125762 v1
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Un modèle à variables latentes pour le traitement de données hybrides issues de comparaison interlaboratoires

Séverine Demeyer , Nicolas Fischer , Gilbert Saporta
41èmes Journées de Statistique, SFdS, Bordeaux, 2009, Bordeaux, France
Conference papers inria-00386658 v1

Block clustering for web pages categorization

Malika Charrad , Yves Lechevallier , Mohamed Ben Ahmed , Gilbert Saporta
IDEAL 2009: Intelligent Data Engineering and Automated Learning, Sep 2009, Burgos, Spain. pp.260-267, ⟨10.1007/978-3-642-04394-9_32⟩
Conference papers istex hal-01125843 v1

Comparing partitions of different units based on same questionnaire

Genane Youness , Gilbert Saporta
Symposium on Mathematical Sciences, American University of Beirut, Jan 2009, Beyrouth, Lebanon
Conference papers hal-03179602 v1
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An Approach for PLS Regression Modeling of Functional Data

Shengshuai Wang , Jie Wang , Huiwen Wang , Gilbert Saporta
6th International Conference on Partial Least Squares and Related Methods (PLS'09), Sep 2009, Pékin, China. pp.28-33
Conference papers hal-01125704 v1
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PLS Regression with Functional Predictor and Missing Data

Cristian Preda , Gilbert Saporta , Ben Hadj Mbarek
PLS'09,6th Int. Conf. on Partial Least Squares and Related Methods, Sep 2009, Pékin, China. pp.17-22
Conference papers hal-01125705 v1

Models for Understanding versus Models for Prediction

Gilbert Saporta
MSDM'09, Mar 2009, Hammamet, Tunisia
Conference papers hal-01125659 v1
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Contrôle multivarié de procédés par lots à l'aide de Statis

Ndèye Niang , Flavio Fogliatto , Gilbert Saporta
41èmes Journées de Statistique, SFdS, Bordeaux, 2009, Bordeaux, France, France
Conference papers inria-00386632 v1
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Determining the number of clusters in CROKI2 algorithm

Malika Charrad , Mohamed Ben Ahmed , Yves Lechevallier , Gilbert Saporta
MSDM'09 - Meeting on Statistics and Data Mining, Mar 2009, Hammamet, Tunisia. pp.143-148
Conference papers hal-01125741 v1
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Batch Process Monitoring by Three-way Data Analysis Approach

Ndeye Niang Keita , Flavio Fogliatto , Gilbert Saporta
ASMDA'09 XIII International Conference on Applied Stochastic Models and Data Analysis, Jul 2009, Vilnius, Lithuania. pp.294-298
Conference papers hal-01125669 v1

Supervised and Unsupervised Linear Methods for Functional Data Analysis

Gilbert Saporta
ASMDA'09, Jul 2009, Vilnius, Lithuania
Conference papers hal-01125668 v1

Multiple Imputation and Multidimensional Scaling Applied to a k-means Method

Ana Lorga da Silva , Gilbert Saporta , Helena Bacelar-Nicolau
COMPSTAT'08, Aug 2008, Porto, Portugal
Conference papers hal-01125564 v1
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Adaptive Forecasting on Functional Data

Gilbert Saporta , Cristian Preda
SIS'08, Societa Italiana di Statistica, Jan 2008, Arcavata di Rende, Italy
Conference papers hal-01125539 v1
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Le bi-partitionnement : Etat de l'art sur les approches et les algorithmes

Malika Charrad , Gilbert Saporta , Yves Lechevallier , Mohamed Ben Ahmed
Ecol'IA'08, Mar 2008, Hammamet, Tunisie
Conference papers hal-01125575 v1
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Models for Understanding versus Models for Prediction

Gilbert Saporta
Compstat 2008, Aug 2008, Porto, Portugal. pp.315-322, ⟨10.1007/978-3-7908-2084-3_26⟩
Conference papers hal-01125563 v1
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Zero option in conjoint analysis, A new specification of the indecision and the refusal. Application to the Video on Demand market

Silva Ohannessian , Gilbert Saporta
SIS'08, Societa Italiana di Statistica, Jun 2008, Cosenza, Italy
Conference papers hal-01125540 v1

The Response Surface as Explorative Tool in Multiple Correspondence Analysis

Giuseppe Giordano , Gilbert Saporta
CARME'07, Correspondence Analysis and Related Methods, Jun 2007, Rotterdam, Netherlands
Conference papers hal-01125337 v1
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Discussion on Importance of Variable Selection in PLS1 Modeling

Jie Wang , Huiwen Wang , Gilbert Saporta
PLS'07 5th Int. Symp. on PLS and related methods, Oslo, 2007, Oslo, Norway
Conference papers hal-01125387 v1
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Resampling ROC curves

Ndeye Niang Keita , Gilbert Saporta
IASC'07 International Association for Statistical Computing,, Aug 2007, Aveiro, Portugal
Conference papers hal-01125359 v1
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Model Selection and Predictive Inference

Gilbert Saporta
Trends and Challenges in Applied Mathematics, Technical University of Civil Engineering, Jun 2007, Bucarest, Romania. pp.92-97
Conference papers hal-01125334 v1
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Discriminant analysis on functional data

Gilbert Saporta
XV Congresso Annual da Sociedade Portuguesa de Estadistica, Aug 2007, Lisbonne, Portugal
Conference papers hal-01125374 v1
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L'enseignement à distance en statistique : technologie et pédagogie

Gilbert Saporta
39èmes Journées de Statistique, Jun 2007, Angers, France
Conference papers hal-01125333 v1
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Linear methods for regression and classification with functional data

Gilbert Saporta , Damiana Costanzo , Cristian Preda
IASC-ARS'07 special Conf., Jan 2007, Séoul, South Korea
Conference papers hal-01125332 v1
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A nonlinear PLS path modeling based on monotonic B-spline transformations

Emmanuel Jakobowicz , Gilbert Saporta
5th International symposium on PLS and related methods (PLS'07), Sep 2007, Matforsk, Norway. pp.112-115
Conference papers hal-01125363 v1

Classification préalable à la recherche de règles d'association

Marie Plasse , Ndeye Niang Keita , Gilbert Saporta
RIAS'06 Rencontres Inter-Associations sur le thème de la classification, Mar 2006, Lyon, France. pp.1
Conference papers hal-01125212 v1
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Model assessment

Gilbert Saporta , Ndèye Niang
KNEMO'06 Knowledge Extraction and Modeling, Jan 2006, Capri, Italy
Conference papers hal-02507614 v1

Dealing with missing data in a k-means method - A simulation based approach

Ana Lorga da Silva , Gilbert Saporta , Helena Bacelar-Nicolau
COMPSTAT 2006, Aug 2006, X, Italy. pp.182
Conference papers hal-01125931 v1
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Une comparaison de certains indices de pertinence des règles d'association

Marie Plasse , Ndeye Niang Keita , Gilbert Saporta , Laurent Leblond
EGC 06 Extraction et Gestion des Connaissances, Jan 2006, Lille, France. pp.561-568
Conference papers hal-01125152 v1
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Méthodes de classification pour l'extraction de règles

Marie Plasse , Ndeye Niang Keita , Gilbert Saporta , Alexandre Villeminot , Laurent Leblond
SFC'06. Rencontres de la Société Francophone de Classification, Jan 2006, Metz, France. pp.4
Conference papers hal-01125213 v1
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Une comparaison expérimentale entre les approches PLS et LISREL

Valentina Stan , Gilbert Saporta
38èmes Journées de Statistique, May 2006, Clamart, France
Conference papers hal-01125190 v1

Statistical Methods and Credit Scoring

Gilbert Saporta
JOCLAD'06, Apr 2006, Lisbonne, Portugal
Conference papers hal-01125170 v1

Credit scoring, statistique et apprentissage

Gilbert Saporta
EGC'06, Jan 2006, Lille, France
Conference papers hal-01125151 v1
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Anticipated prediction in discriminant analysis on functional data for binary response

Damiana Costanzo , Cristian Preda , Gilbert Saporta
COMPSTAT'06, 17th Symposium on Computational Statistics, Aug 2006, Rome, Italy. pp.821-828
Conference papers hal-01125209 v1
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PLS classification of functional data

Cristian Preda , Gilbert Saporta , Caroline Leveder
PLS'05 4th Int. Symp. on PLS and related methods, Aug 2005, Barcelone, Spain
Conference papers hal-01125057 v1

Combined use of association rules mining and clustering methods

Marie Plasse , Ndeye Niang Keita , Gilbert Saporta , Damien Gauthier
3rd world Conf. on Computational Statistics Data Analysis, Oct 2005, Limassol, Cyprus
Conference papers hal-01125141 v1

Some Statistical Aspects of Credit Scoring

Gilbert Saporta
3rd world Conf. on Computational Statistics Data Analysis, Oct 2005, Limassol, Cyprus
Conference papers hal-01125140 v1
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Une étude comparative de logiciels de prévision automatique de séries chronologiques

Valentina Stan , Gilbert Saporta
37èmes Journées de Statistique, Jun 2005, Pau, France
Conference papers hal-01125048 v1
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Kernel logistic PLS: a new tool for complex classification

Arthur Tenenhaus , Alain Giron , Gilbert Saporta , Bernard Fertil
ASMDA'05 XIth Int. Symp. on Applied Stochastic Models and Data Analysis, May 2005, Brest, France. pp.441-451
Conference papers hal-01125042 v1
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Customer satisfaction and PLS structural equation modeling. An application to automobile market

Valentina Stan , Gilbert Saporta
ASMDA'05 XIth Int. Symp. on Applied Stochastic Models and Data Analysis., May 2005, Brest, France. pp.756-763
Conference papers hal-01125041 v1
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Conjoint use of variables clustering and PLS structural equations modelling

Valentina Stan , Gilbert Saporta
PLS'05 4th Int. Symp. on PLS and related methods, Sep 2005, Barcelona, Spain
Conference papers hal-01125056 v1

New techniques to compare partitions of different units based on same surveys

Genane Youness , Gilbert Saporta
3rd world Conf. on Computational Statistics Data Analysis, Oct 2005, Limassol, Cyprus
Conference papers hal-03179425 v1
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PLS discriminant analysis for functional data

Cristian Preda , Gilbert Saporta
ASMDA'05 XIth Int. Symp. on Applied Stochastic Models and Data Analysis, May 2005, Brest, France. pp.653-661
Conference papers hal-01125040 v1
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Utilisation conjointe des règles d'association et de la classification de variables

Marie Plasse , Ndeye Niang Keita , Gilbert Saporta
37 èmes Journées de Statistique, May 2005, Pau, France
Conference papers hal-01125047 v1
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Kano's satisfaction model applied to External Preference Mapping : a new way to handle non linear relationships between hedonic evaluations and product characteristics

Pierrick Riviére , Gilbert Saporta , Jérome Pagès , R. Monrozier
PLS'05 4th Int. Symp. on PLS and related methods, Sep 2005, Barcelona, Spain
Conference papers hal-01125055 v1

Coefficiente de affinidade em classificação com dados omissos. Uma Aplicação a Dados Reais

Ana Lorga da Silva , Helena Bacelar-Nicolau , Gilbert Saporta
JOCLAD 2004. XI Jornadas de Classificação e Análise de Dados, Apr 2004, Lisbonne, Portugal
Conference papers hal-01124927 v1
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The St@tNet Project for Teaching Statistics

Gilbert Saporta , Marc Bourdeau
COMPSTAT 2004. 16th Symposium on Computational Statistics, IASC, Aug 2004, Prague, Czech Republic. pp.417-428, ⟨10.1007/978-3-7908-2656-2_34⟩
Conference papers hal-01124929 v1

On the connection between the distribution of eigenvalues in multiple correspondence analysis and log-linear analysis

Salwa Benammou , Gilbert Saporta
CARME2003: Correspondence Analysis and Related Methods, Jun 2003, Barcelone, Spain
Conference papers hal-01124808 v1
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A control chart approach to select eigenvalues in principal component and correspondence analysis

Gilbert Saporta
54th Session of the International Statistical Institute, International Statistical Institute, Aug 2003, Berlin, Germany
Conference papers hal-01124809 v1

Correspondence Analysis and Classification

Gilbert Saporta
CARME2003: Correspondence Analysis and Related Methods, Jun 2003, Barcelone, Spain
Conference papers hal-01124807 v1
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Discussion on IPM 71: Educational implications of statistical method and modelling developments in psychometry

Gilbert Saporta
54th Session of the International Statistical Institute, International Statistical Institute, Aug 2003, Berlin, Germany
Conference papers hal-03150464 v1
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Sur des indices de comparaison de deux classifications

Genane Youness , Gilbert Saporta
SFC'03 10 èmes rencontres de la Société Francophone de Classification, Sep 2003, Neuchatel, Suisse. pp.177-180
Conference papers hal-01124812 v1
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Efeito de um Método de Imputação Múltipla em Classificação Hierárquica de Variáveis

Ana Lorga da Silva , Helena Bacelar-Nicolau , Gilbert Saporta
JOCLAD 2003: X Jornadas de Classificação e Análise de Dados, CLAD, Apr 2003, Aveiro, Portugal
Conference papers hal-01124781 v1
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Classification hiérarchique ascendante avec imputation multiple de données manquantes

Ana Lorga da Silva , Gilbert Saporta , Helena Bacelar-Nicolau
SFC' 03 10èmes rencontres de la Société Francophone de Classification, Sep 2003, Neuchatel, Suisse. pp.59-62
Conference papers hal-01124813 v1
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Clusterwise PLS regression on a stochastic process

Cristian Preda , Gilbert Saporta
COMPSTAT 2002. 15th Conference on Computational Statistics, Aug 2002, Berlin, Germany
Conference papers hal-01124745 v1

Dados omissos em Classificação hierárquica de variáveis e o algoritmo NIPALS

Ana Lorga da Silva , Gilbert Saporta , Helena Bacelar-Nicolau
JOCLAD 2002, CLAD, Feb 2002, Lisbonne, Portugal
Conference papers hal-01124803 v1
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St@tNet, An Internet Based Software For Teaching Introductory Statistics

Gilbert Saporta
ICOTS 6 International Conference On Teaching Statistics, IASE, Jul 2002, Cape Town, South Africa
Conference papers hal-01124744 v1

Méthode multivariée de fusion statistique de fichiers de données appliquée au marché résidentiel de l'électricité

Nicolas Fischer , Christian Derquenne , Gilbert Saporta
3ème Colloque Francophone sur les Sondages, SFdS, Oct 2002, Autrans, France
Conference papers hal-01124749 v1

Méthode multivariée de fusion statistique de fichiers appliquée au marché résidentiel de l'électricité

Nicolas Fischer , Christian Derquenne , Gilbert Saporta
34èmes Journées de Statistique, SFdS, May 2002, Bruxelles, Belgique
Conference papers hal-01124748 v1
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Comparing two partitions: Some Proposals and Experiments

Gilbert Saporta , Genane Youness
COMPSTAT 2002, Aug 2002, Berlin, Germany. pp.243-248, ⟨10.1007/978-3-642-57489-4_33⟩
Conference papers hal-01124747 v1
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Missing Data in Hierarchical Classification of Variables, a simulation study

Ana Lorga da Silva , Helena Bacelar-Nicolau , Gilbert Saporta
IFCS 2002, International Federation of Classification Societies, Jul 2002, Krakow, Poland. pp.121-128, ⟨10.1007/978-3-642-56181-8_13⟩
Conference papers hal-01124802 v1

Missing Data in Hierarchical Classification, a study with personality development data

Ana Lorga da Silva , Helena Bacelar-Nicolau , Gilbert Saporta , Manuel Geada
EMPG 2001 32nd European Mathematical Psychology Group Meeting, Sep 2001, Lisbonne, Portugal
Conference papers hal-01124804 v1
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PLS regression on a stochastic process

Cristian Preda , Gilbert Saporta
ASMDA'01: 10th International Symposium on Applied Stochastic Models and Data Analysis, Jun 2001, Compiegne, France
Conference papers hal-01124654 v1
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PLS regression on a stochastic process

Cristian Preda , Gilbert Saporta
PLS'01. Second International Symposium on PLS and related methods, Oct 2001, Capri, Italy
Conference papers hal-01124683 v1
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On a statistical Sofware package for non-expert users

Dimitris Karlis , Gilbert Saporta , Antonis Spinakis , Panagiota Anastasiou , Luan Jaupi et al.
ETK & NTTS 2001, Eurostat, Jun 2001, Hersonissos, Greece. pp.903-905
Conference papers hal-02468783 v1
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Missing Data in Hierarchical Classification - a study with Personality developpment data

Ana Lorga da Silva , Helena Bacelar-Nicolau , Gilbert Saporta , Manuel Geada
ASMDA 2001, Jun 2001, Compiègne, France
Conference papers hal-01124655 v1
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A new Method to Match Data Sets Applied to Electric Market

Nicolas Fischer , Christian Derquenne , Gilbert Saporta
NTTS-ETK : New Techniques and Technologies for Statistics, Exchange of Technology and Know-how, Eurostat, Jun 2001, Hersonissos, Greece. pp.725-733
Conference papers hal-01124656 v1
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Concordance entre deux Partitions : quelques propositions et expériences

Gilbert Saporta , Genane Youness
SFC 2001: 8èmes rencontres de la Société Francophone de Classification, Dec 2001, Pointe à Pitre, France
Conference papers hal-01124684 v1
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Comparability of Statistical Concepts in Labour Force Surveys

Giorgos Kouvatseas , Gilbert Saporta , Antonis Spinakis
ETK & NTTS 2001, Eurostat, Jun 2001, Hersonissos, Greece. pp.907-910
Conference papers hal-03059941 v1
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Specifications of a Site for Distance Learning in Official Statistics

Antonis Spinakis , Gilbert Saporta , Giorgos Kouvatseas , Zoi Tsourti
NTTS & ETK 2001 New Trends and Technologies for Statistics, Eurostat, Jun 2001, Hersonissos, Greece. pp.933-936
Conference papers hal-02522504 v1
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Régression PLS sur un processus stochastique

Cristian Preda , Gilbert Saporta
33 èmes Journées de Statistique, May 2001, Nantes, France
Conference papers hal-01124653 v1
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Data Fusion and Data grafting

Gilbert Saporta
NMDM 2000: International meeting on Nonlinear Methods and Data Mining,, Sep 2000, Rome, Italy
Conference papers hal-01124589 v1
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Teaching Statistics with Internet: Available Resources and the St@tNet Project

Gilbert Saporta
EADTU 2000: European Association of Distance Teaching Universities Millenium conference, European Association of Distance Teaching Universitie, Sep 2000, Paris, France
Conference papers hal-01124590 v1
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Data Mining and Official Statistics

Gilbert Saporta
Quinta Conferenza Nationale di Statistica, ISTAT, Nov 2000, Rome, Italy. pp.41-46
Conference papers hal-01124591 v1
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Fusion et greffes de données

Gilbert Saporta , Nicolas Fischer
5èmes Journées Modulad. Data Mining des Données Clientèle, Nov 2000, Clamart, France. pp.43-66
Conference papers hal-01124592 v2
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The unexploited mines of academic and official statistics

Gilbert Saporta
AOSC : Academic and official statistics cooperation, Eurostat, Sep 1998, Bucarest, Romania. pp.11-15
Conference papers hal-02514204 v1
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Some simple rules for interpreting outputs of principal components and correspondence analysis

Gilbert Saporta
ASMDA 99: IX International Symposium on Applied Stochastic Models and Data Analysis, Jul 1999, Lisbonne, Portugal
Conference papers hal-01124587 v1
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Teaching Statistics with Internet: a Survey of Available Resources and the St@tNet Project

Gilbert Saporta
ISI99, Aug 1999, Helsinki, Finland
Conference papers hal-01124588 v1
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Computer assisted training in statistics : internet and multimedia : a survey of existing tools

Annie Morin , Gilbert Saporta , Antonis Spinakis
NTTS 1998, Sep 1998, Sorrento, Italy. pp.339-344
Conference papers hal-01126405 v1
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Problèmes posés par la comparaison de classification dans des enquêtes différentes,

Gilbert Saporta
51ème session de l’Institut International de Statistique, Aug 1997, Istanbul, Turquie
Conference papers hal-02514008 v1
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Data Fusion: a new method based on Homogeneity Analysis

Gilbert Saporta , Vila Co
VIII International Symposium on Applied Stochastic Models and Data Analysis, Jun 1997, Anacapri, Italy. pp.395-399
Conference papers hal-03082313 v1
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Classificazione, analisi dei dati e modelli di conjoint analysis come strumenti integrati per le ricerche di mercato

Gilbert Saporta , Furio Camillo
La Statistica per le imprese, Societa Italiana di Statistica, Apr 1997, Torino, Italy. pp.15-32
Conference papers hal-02514025 v1
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L'analyse harmonique qualitative, une synthèse de la théorie

Gilbert Saporta
Recolección y análisis de datos longitudinales, Universidad Nacional de Colombia & ORSTOM, Dec 1996, Bogota, Colombie. pp.111-120
Conference papers hal-02514063 v2
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How car advertising works

Michel Brulé , Gilbert Saporta
ESOMAR Seminar on Advertising Sponsorship and Promotions Understanding and Measuring the Effectiveness of Commercial Communications, ESOMAR, Mar 1995, Madrid, Spain. pp.27-44
Conference papers hal-03063768 v1
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Los métodos y las aplicaciones del credit-scoring

Gilbert Saporta
VIII Simposio Métodos Matemàticos aplicados a las Ciencias, Universidad de Costa Rica, Aug 1992, San José, Costa Rica. pp.103-109
Conference papers hal-03082638 v1
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El Analisis Discriminante

Gilbert Saporta
VIII Simposio Métodos Matemàticos aplicados a las Ciencias, Universidad de Costa Rica, Aug 1992, San José, Costa Rica. pp.75-102
Conference papers hal-03082618 v1
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A computer aided software for teaching statistics

Michel Janvier , Gilbert Saporta , Eric Verdoire
First Scientific Meeting of the IASE, International Association for Statistical Education, Aug 1993, Pérouse, Italy. pp.253-254
Conference papers hal-03061732 v1
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About the selection of the number of components in correspondence analysis

Gilbert Saporta , Narcisa Tambrea
ASMDA 1993: 6th International Symposium on Applied Stochastic Models and Data Analysis, May 1993, Chania, Greece. pp.846-856
Conference papers hal-02514004 v1
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Simultaneous Analysis of Qualitative and Quantitative Data

Gilbert Saporta
Societa Italiana di Statistica. XXXV riunione scientifica, Apr 1990, Padova, Italy. pp.62-72
Conference papers hal-02513970 v1
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Correspondence analysis for categorical stochastic processes

Gilbert Saporta
Advances in Multivariate Analysis, Indian Statistical Institute, Dec 1985, Calcutta, India. pp.365-376
Conference papers hal-02514070 v1
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Les méthodes et les applications du credit-scoring.

Jean-Marie Bouroche , Gilbert Saporta
34° Riunione Scientifica della Sociéta Italiana di Statistica, Sociéta Italiana di Statistica, Apr 1988, Siena, Italie. pp.19-26
Conference papers hal-02514074 v1
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About maximal association criteria in linear analysis and in cluster analysis

Gilbert Saporta
Conference of the Internat. Federation of Classification Societies (IFCS),, Jul 1987, Aachen, Germany. pp.541-550
Conference papers hal-02514080 v1
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Régions de confiance en analyse factorielle

Gilbert Saporta , Gérard Hatabian
Fourth International Symposium on Data Analysis and Informatics, INRIA, 1986, Versailles, France. pp.499-508
Conference papers hal-02522015 v1
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Méthodes non paramétriques en analyse discriminante - quelques propositions nouvelles

Jean-Michel Gautier , Gilbert Saporta
Third International Symposium on Data Analysis and Informatics, INRIA, Oct 1983, Versailles, France. pp.591-605
Conference papers hal-00743690 v1
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About fuzzy discrimination

Jean-Michel Gautier , Gilbert Saporta
COMPSTAT 1982 5th Symposium on Computational Statistics, International Association for Statistical Computing, Aug 1982, Toulouse, France. pp.224-229
Conference papers hal-00743694 v1

Multidimensional analysis of panel data

Gilbert Saporta
Joint Meeting of the Psychometric Society and the Classification Society, UQAM, May 1982, Montréal, Canada
Conference papers hal-03577254 v1
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L'analyse harmonique qualitative

Jean-Claude Deville , Gilbert Saporta
Analyse des données et Informatique, INRIA, Oct 1979, Versailles, France. pp.375-389
Conference papers hal-02514117 v1
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About some remarkable properties of generalized canonical analysis

Gilbert Saporta
European Meeting of the Psychometric Society, Jun 1980, Groningen, Netherlands
Conference papers hal-03577209 v2
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Une méthodologie d'analyse discriminante sur variables qualitatives

Jean-Michel Gautier , Gilbert Saporta
2e Congrès Reconnaissance des formes et intelligence artificielle, AFCET-INRIA, Sep 1979, Toulouse, France. pp.320-327
Conference papers hal-00743697 v1
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Une méthode et un programme d'analyse discriminante sur variables qualitatives

Gilbert Saporta
Analyse des données et informatique, INRIA, Sep 1977, Versailles, France. pp.201-210
Conference papers hal-02514101 v1

Discriminant analysis when all the variables are nominal, a stepwise method

Gilbert Saporta
Spring Meeting of the Psychometric Society, Bell Laboratories, Apr 1976, Murray Hill, NJ, United States
Conference papers hal-03577378 v1
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Generalized canonical analysis of qualitative data

Jean-Marie Bouroche , Gilbert Saporta , Michel Tenenhaus
Theory methods and applications of multidimensional scaling and related techniques, National Science Foundation; Japan Society for the promotion of science, Aug 1975, San Diego, United States
Conference papers hal-03577153 v1
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How to prioritize work-related psychosocial factors impacting mental health? Regression and random forest approaches

Oumou S. Daouda , Laura Temime , Gilbert Saporta , Mounia Hocine
ISCB 40, Jun 2019, Leuven, Belgium
Conference poster hal-02471323 v1
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Impact des facteurs de risque psychosociaux liés au travail sur la santé mentale : étude transversale sur la population active française

Oumou S. Daouda , Astrid Chevance , Gilbert Saporta , Raphaël Gaillard , Mounia Hocine
Conférence Francophone d’Epidémiologie Clinique et Journées des statisticiens des Centres de Lutte Contre le Cancer, May 2019, Toulouse, France.
Conference poster hal-02547080 v1
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Statistical learning approaches applied to the calculation of scaling factors for radioactive waste characterization

Biagio Zaffora , Jean-Pierre Chevalier , Francesco La Torre , Catherine Luccioni , Matteo Magistris et al.
14th Congress of the International Radiation Protection Association, May 2016, Cape Town, South Africa. ⟨10.13140/RG.2.1.3956.8240⟩
Conference poster hal-02507380 v1

Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutané chez 502 femmes caucasiennes adultes

Anne Bernard , Arthur Tenenhaus , Jean-François Zagury , Gilbert Saporta , Christiane Guinot
EGC '2012, Feb 2012, Bordeaux, France. , 2012
Conference poster hal-01125974 v1
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Automatic Categorization of Job Postings

Julie Séguéla , Gilbert Saporta
COMPSTAT'2010, 19th International Conference on Computational Statistics, Aug 2010, Paris, France. 2010
Conference poster hal-01125766 v1
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Détermination du nombre des classes dans l’algorithmeCROKI2 de classification croisée

Malika Charrad , Yves Lechevallier , Gilbert Saporta , Mohamed Ben Ahmed
EGC'2009: 9ème conférence internationale sur l'Extraction et la Gestion des Connaissances, Jan 2009, Strasbourg, France. pp.447-448, 2009
Conference poster hal-01125739 v1

St@tNet: an assessment and new developments

Gilbert Saporta , Marc Bourdeau
IASE Satellite Conference on Statistics Education and the Internet, Aug 2003, Berlin, Germany. , 2003
Conference poster hal-01124810 v1

Manifeste pour une intelligence artificielle comprise et responsable

Jean-Paul Aimetti , Olivier Coppet , Gilbert Saporta
Cent Mille Milliards, 2022, 978-2-85071-207-4
Books hal-03578730 v1

Données manquantes

Anne Gégout-Petit , Myriam Maumy-Bertrand , Gilbert Saporta , Christine Thomas-Agnan
Editions Technip, 2022, 978-2-7108-1195-4
Books hal-03696270 v1

Statistique et causalité

Frédéric Bertrand , Gilbert Saporta , Christine Thomas-Agnan
Editions Technip, 2021, 978-2-7108-1193-0
Books hal-03352368 v1

Advances in Data Science. Symbolic, Complex and Network Data

Edwin Diday , Rong Guan , Gilbert Saporta , Huiwen Wang
ISTE-WILEY, 4, 2020, Big Data, Artificial Intelligence and Data Analysis, Jacques Janssen, 978-1-786-30576-3
Books hal-02471591 v1

Apprentissage statistique et données massives

Myriam Maumy-Bertrand , Gilbert Saporta , Christine Thomas-Agnan
Editions Technip, 2018, 9782710811824
Books hal-02470866 v1

Model Choice and Model Aggregation

Frédéric Bertrand , Jean-Jacques Droesbeke , Gilbert Saporta , Christine Thomas-Agnan
Editions Technip, 2017, 9782710811770
Books hal-02473555 v1

Méthodes robustes en statistique

Jean-Jacques Droesbeke , Gilbert Saporta , Christine Thomas-Agnan
Technip. pp.206, 2015
Books hal-01126519 v1

Approches statistiques du risque

Jean-Jacques Droesbeke , Myriam Maumy-Bertrand , Gilbert Saporta , Christine Thomas-Agnan
Technip. pp.416, 2014
Books hal-01126413 v1

Modèles à variables latentes et modèles de mélange

Jean-Jacques Droesbeke , Gilbert Saporta , Christine Thomas-Agnan
Technip. Editions Technip, 306 p., 2013, 978-2-7108-0959-3
Books hal-01126237 v1

Probabilités, analyse des données et statistique

Gilbert Saporta
Technip. pp.622, 2011, 978-2-7108-0980-7
Books hal-01126164 v1

Approches non-paramétriques en régression

Jean-Jacques Droesbeke , Gilbert Saporta
Editions Technip, 2011, 9782710809586
Books hal-02521298 v1

Analyse statistique des données longitudinales

Jean-Jacques Droesbeke , Gilbert Saporta
Editions Technip, 2010, 9782710809579
Books hal-02521606 v1

Analyse statistique des données spatiales

Jean-Jacques Droesbeke , Michel Lejeune , Gilbert Saporta
Editions Technip, 2006, 9782710808732
Books hal-02521442 v1

Probabilités, Analyse des données et statistique

Gilbert Saporta
Editions Technip. 2006
Books hal-01125195 v1

Modèles statistiques pour données qualitatives

Jean-Jacques Droesbeke , Michel Lejeune , Gilbert Saporta
Editions Technip, 2005, 9782710808558
Books hal-02521456 v1

Multivariate Total Quality Control

Carlo Lauro , Jaromir Antoch , Vincenzo Esposito Vinzi , Gilbert Saporta
Physica Verlag - Springer, 2002, 978-3-642-48710-1
Books hal-02521486 v1

Méthodes bayesiennes en statistique

Jean-Jacques Droesbeke , Jeanne Fine , Gilbert Saporta
Editions Technip, 2002, 9782710808138
Books hal-02521337 v1

Plans d'expériences : applications à l'entreprise

Jean-Jacques Droesbeke , Jeanne Fine , Gilbert Saporta
Editions Technip, 1997, 9782710807339
Books hal-02521474 v1

Analiza datelor si informatica: cu aplicatii la studii de piata si sondaje de opinie

Gilbert Saporta , Viorica Stefanescu
Editura Economica, 1996, 973-9198-24-4
Books hal-03065309 v1

L'analyse des données évolutives

Jean-François Le Barzic , Gilbert Saporta , Françoise Lavallard , Frédéric Dazy
Groupe d'étude et de réflexion interrégional. Editions Technip, 1996, 2-7108-0700-9
Books hal-03065341 v1

L'analyse des données

Jean-Marie Bouroche , Gilbert Saporta
PUF, 1854, 1980, Que Sais-je ?
Books hal-02521505 v1
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Old and New Perspectives on Optimal Scaling

Hervé Abdi , Agostino Di Ciaccio , Gilbert Saporta
Eric J. Beh; Rosaria Lombardo; Jose G. Clavel. Analysis of Categorical Data from Historical Perspectives, 17, Springer Nature, pp.131-154, 2024, Behaviormetrics: Quantitative Approaches to Human Behavior, 978-981-99-5328-8. ⟨10.1007/978-981-99-5329-5_9⟩
Book sections hal-04421777 v1
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Préface

Gilbert Saporta
Axel Cypel. Voyage au bout de l’IA: Ce qu'il faut savoir sur l'intelligence artificielle, De Boeck Supérieur, pp.5-8, 2023, 9782807360594
Book sections hal-04231996 v1

Gilbert Saporta : un parcours éclectique

Gilbert Saporta , Gilles Stoltz
Emmanuel Didier; Jean-Jacques Droesbeke; Catherine Vermandele. Les nombres, acteurs de changement, Presses des Mines, pp.85-104, 2023, Sciences Sociales, 9782494532793
Book sections hal-04157401 v1
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Histoire et enjeux de l'IA

Gilbert Saporta
Frédérique Guénot. L'IA éducative. L'intelligence artificielle dans l'enseignement supérieur, Bréal, pp.41-50, 2023, Thèmes & Débats, 978-2-7495-5530-0
Book sections hal-04246625 v1
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Algorithmes de recommandation

Gilbert Saporta
Anne Gégout-Petit; Myriam Maumy-Bertrand; Gilbert Saporta; Christine Thomas-Agnan. Données manquantes, Editions Technip, pp.247-252, 2022, 978-2-7108-1195-4
Book sections hal-03696281 v1
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Une histoire lacunaire

Anne Gégout-Petit , Myriam Maumy-Bertrand , Gilbert Saporta , Christine Thomas-Agnan
Données manquantes, Editions Technip, pp.1-27, 2022, 978-2-7108-1195-4
Book sections hal-03696274 v1

A Spatial Durbin Model for Compositional Data

Tingting Huang , Gilbert Saporta , Huiwen Wang
Daouia A., Ruiz-Gazen A. Advances in Contemporary Statistics and Econometrics, Springer Nature, pp.471-488, 2021, 978-3-030-73249-3. ⟨10.1007/978-3-030-73249-3_24⟩
Book sections hal-03274385 v1
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50 Years of Data Analysis: From Exploratory Data Analysis to Predictive Modeling and Machine Learning

Gilbert Saporta
Christos Skiadas; James Bozeman. 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. ⟨10.1002/9781119597568.fmatter⟩
Book sections hal-02470740 v1
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From Conventional Data Analysis Methods to Big Data Analytics

Gilbert Saporta
Marine Corlosquet‐Habart; Jacques Janssen. Big Data for Insurance Companies, John Wiley & Sons, Inc., pp.27-41, 2018, 9781786300737. ⟨10.1002/9781119489368.ch2⟩
Book sections hal-02470097 v1
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Une brève histoire de l'apprentissage

Gilbert Saporta
Apprentissage statistique et données massives, Editions Technip, 2018, 978-2-7108-1182-4
Book sections hal-02470857 v1

Des méthodes classiques d'analyse des données au Big Data

Gilbert Saporta
Marine Corlosquet-Habart; Jacques Janssen. Le big data pour les compagnies d'assurance, Série Big Data, IA et analyse de données (1), ISTE, pp.41-55, 2017, Innovation, Entrepreneuriat et Gestion, 978-1-78405-298-0
Book sections hal-02473576 v1
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Actualité de l'analyse des données

Gilbert Saporta
Giorgio Marbach & Carlo Lauro. Alfredo Rizzi, l'uomo e l'opera, RCE-Multimedia, pp.43-52, 2015
Book sections hal-02508271 v1
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Historical Elements of Correspondence Analysis and Multiple Correspondence Analysis

Ludovic Lebart , Gilbert Saporta
Jorg Blasius, Michael Greenacre. Visualization and Verbalization of Data, Chapman and Hall/CRC, pp.31-44, 2014, 9781466589803
Book sections hal-01126409 v1
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De Poisson à Lazarsfeld en passant chez Quetelet, Bertillon, Galton et Pearson

Jean-Jacques Droesbeke , Gilbert Saporta
Jean-Jacques Droesbeke; Gilbert Saporta; Christine Thomas-Agnan. Modèles à variables latentes et modèles de mélange, Editions Technip, pp.1-21, 2013
Book sections hal-02538840 v1
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Bayesian analysis of structural equation models using parameter expansion

Séverine Demeyer , Jean-Louis Foulley , Nicolas Fischer , Gilbert Saporta
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
Book sections hal-01125864 v1

Conjoint Use of Variables Clustering and PLS Structural Equations Modeling

Valentina Stan , Gilbert Saporta
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⟩
Book sections istex hal-01125749 v1
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Principal Component Analysis: application to Statistical Process Control

Gilbert Saporta , Ndeye Niang Keita
Gérard Govaert. Data Analysis, ISTE, pp.1-23, 2009, 1-84821-098-1. ⟨10.1002/9780470611777.ch1⟩
Book sections hal-01125713 v1
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PCR and PLS for Clusterwise Regression on Functional Data

Cristian Preda , Gilbert Saporta
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. ⟨10.1007/978-3-540-73560-1_56⟩
Book sections hal-01125361 v1
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Epidémiologie et Data Mining ou fouille de données

Gilbert Saporta
Académie des Sciences. L'épidémiologie humaine,, EDP-Sciences, pp.129-136, 2006, 2-86883-796-4
Book sections hal-01125191 v1
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Correspondence analysis and classification

Gilbert Saporta , Ndeye Niang Keita
Michael Greenacre; Jörg Blasius. Multiple Correspondence Analysis and Related Methods, Chapman and Hall/CRC, pp.371-392, 2006, 9781584886280
Book sections hal-01125202 v1
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Les classes latentes

Gilbert Saporta
Jean-Jacques Droesbeke; Michel Lejeune; Gilbert Saporta. Modèles statistiques pour données qualitatives, Editions Technip, pp.71-82, 2005, 9782710808558
Book sections hal-01125049 v1

PLS Approach for clusterwise linear regression on functional data

Cristian Preda , Gilbert Saporta
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⟩
Book sections istex hal-01124925 v1
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Missing Data and Imputation Methods in Partition of Variables

Ana Lorga da Silva , Gilbert Saporta , Helena Bacelar-Nicolau
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⟩
Book sections hal-01124926 v1
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Analyse en composantes principales

Gilbert Saporta , Ndèye Niang
Gérard Govaert. Analyse des données, Hermes, pp.19-42, 2003, 978-2-7462-0643-4
Book sections hal-02507732 v1
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Fusion de fichiers : une nouvelle méthode basée sur l'analyse homogène

Gilbert Saporta , Vila Co
Gildas Brossier; Anne-Marie Dussaix. Enquêtes et sondages, Dunod, pp.81-93, 1999, 9782100040230
Book sections hal-01124586 v1
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Méthodes statistiques de discrimination

Gilbert Saporta
Sylvie Thiria; Yves Lechevallier; Olivier Gascuel; Stéphane Canu. Statistique et méthodes neuronales, Dunod, pp.20-30, 1997, 978-2100035441
Book sections hal-03060039 v1
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Plans d'expériences et analyse conjointe: applications en marketing

Gilbert Saporta
Jean-Jacques Droesbeke; Jeanne Fine; Gilbert Saporta. Plans d'expériences. Applications à l'entreprise, Editions Technip, pp.451-465, 1997, 9782710807339
Book sections hal-02540655 v1
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Notions sur les méthodes factorielles

Gilbert Saporta
Danièle Grangé; Ludovic Lebart. Traitements statistiques des enquêtes, Dunod, pp.75-89, 1993, 978-2100020089
Book sections hal-03060021 v1
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Introduction à la discrimination ; problématiques et méthodes

Gilbert Saporta
Gilles Celeux. Analyse discriminante sur variables continues, Inria, pp.5-13, 1990, 978-2726106501
Book sections hal-03060010 v1
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Multidimensional data analysis for categorical variables

Gilbert Saporta
Peter Nijkamp. Measuring the Unmeasurable, Nato Science Series D: Behavioural and Social Science (22), Springer, pp.317-337, 1985, 978-9024731244
Book sections hal-02514123 v1
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Multidimensional data analysis and quantification of categorical variables

Gilbert Saporta
J. Janssen; J.F. Marcotorchino; J.M. Proth. New Trends in Data Analysis and Applications, Elsevier Science Publishers (North-Holland), pp.73-97, 1983, 0-444-86704-X
Book sections hal-02514149 v1
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Some methods of qualitative data analysis

Jean-Marie Bouroche , Gilbert Saporta , Michel Tenenhaus
Jean-René Barra. Recent Developments in Statistics, Proceedings of the European Meeting of Statisticians, North-Holland, pp.749-755, 1977, 978-0720407518
Book sections hal-03059983 v1
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Méthodes exploratoires d'analyse de données temporelles

Gilbert Saporta
Théorie [stat.TH]. Université Pierre et Marie Curie - Paris VI, 1981. Français. ⟨NNT : ⟩
Theses tel-00711814 v1
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Liaisons entre plusieurs ensembles de variables et codage de données qualitatives

Gilbert Saporta
Statistiques [math.ST]. Université Pierre et Marie Curie - Paris VI, 1975. Français. ⟨NNT : ⟩
Theses tel-00649127 v1