
Gilbert Saporta
CV-Hal Gilbert Saporta
81%
Open access
347
Documents
Researcher identifiers
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:
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 Classification, Psychometric Society, International Association for Statistical Education , Societa Italiana di Statistica, European Association for Data Science
- Honorary member of Societatea de Probabilitati si Statistica din Romania
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Publications
Codage optimal et encodage: nouveaux regards sur un ancien problèmeCISEM 2024, 4ème Colloque international statistique et économétrie, Faculté des sciences économiques et de gestion, May 2024, Mahdia, Tunisie
Conference papers
hal-04580651
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Clustering variables: a survey and some new developmentsSensometrics 2024, The Sensometric Society, Jun 2024, Paris, France
Conference papers
hal-04601242
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Optimal Scaling: New Insights Into an Old ProblemSDS 2024; Statistics and Data Science Conference, SIS, Apr 2024, Palermo, Italy. pp.97-100
Conference papers
hal-04544367
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Enhancing Explainability in Predictive Maintenance : Investigating the Impact of Data Preprocessing Techniques on XAI EffectivenessThe 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
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Effet de la complexité du réseau LSTM sur l'explicabilité en Maintenance PrédictiveJdS 2024: 55ièmes Journées de Statistique, SFDS, May 2024, Bordeaux, France
Conference papers
hal-04612045
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Une comparaison de quelques méthodes de classification de variables mixtesSFC'2023; Rencontres de la Société Francophone de Classification, Jul 2023, Strasbourg, France. pp.115-116
Conference papers
hal-04158375
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A comparison of some methods for clustering of variables of mixed typesXXX 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
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Sparse non-symmetrical correspondence analysisCARME - 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 datasets64th ISI World Statistics Congress, International Statistical Institute, Jul 2023, Ottawa (Ontario), Canada
Conference papers
hal-04165346
v1
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Optimal Scaling: New Insights Into an Old ProblemASMDA 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'explicabilitéCNIA 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'équitéSFC'2023; Rencontres de la Société Francophone de Classification, Société Francophone de Classification, Jul 2023, Strasbourg, France. pp.43-48
Conference papers
hal-04158417
v1
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Some spatial regression models for functional and compositional dataConference in honor of Christine Thomas-Agnan, Toulouse School of Economics, Jul 2022, Toulouse, France
Conference papers
hal-03791487
v1
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Equité et explicabilité des algorithmes : définitions, paradoxes et biaisCISEM 2022, 3eme Colloque international statistique et économétrie, Faculté des sciences économiques et de gestion, Mahdia, May 2022, Mahdia, Tunisie
Conference papers
hal-03668668
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On some issues related to the fairness of algorithmsCompstat 2022, 24th International Conference on Computational Statistics, International Association for Statistical Computing- European Regional Section, Aug 2022, Bologna, Italy
Conference papers
hal-03760485
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Codage optimal : nouveaux regards sur un ancien problème27èmes rencontres de la Société Francophone de Classification (SFC) 2022, Université Lumière Lyon 2, Sep 2022, Lyon, France
Conference papers
hal-03778052
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Sparse Divisive Feature ClusteringXXVIII Meeting of the Portuguese Association for Classification and Data Analysis (JOCLAD 2021), CLAD, Dec 2021, Covilhã, Portugal. pp.75-76
Conference papers
hal-03475860
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Interprétabilité des modèles prédictifsASI 11. 11ème Colloque International sur l'Analyse Statistique Implicative, Nov 2021, Belfort, France
Conference papers
hal-03425974
v1
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Sparse Correspondence Analysis for Contingency TablesCelebrating 40 years of Greek Statistical Institute 1981-2021, Greek Statistical Institute, Mar 2021, Athènes, Greece
Conference papers
hal-03183719
v1
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From the triumph of black boxes to the right to understand and the search for fairnessASMDA 2021, Jun 2021, Athens, Greece
Conference papers
hal-03245218
v1
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Sparse Multiple Correspondence Analysis52èmes Journées de Statistique, Société Française de Statistique (SFdS), May 2020, Nice, France. pp.830-835
Conference papers
pasteur-03037346
v1
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About Interpreting and Explaining Machine Learning and Statistical ModelsSMTDA 2020; 6th Stochastic Modeling Techniques and Data Analysis International Conference, Jun 2020, Barcelone (virtual), Spain
Conference papers
hal-02779513
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Sparse Correspondence AnalysisASMDA 2019. 18th Conference of the Applied Stochastic Models and Data Analysis International Society, Jun 2019, Florence, Italy
Conference papers
hal-02471317
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Impact of work-related psychosocial factors on mental health: A cross-sectional study in the French working populationWork, Stress and Health 2019 Conference of the American Psychological Association, Nov 2019, Philadelphia, United States
Conference papers
hal-02470678
v1
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Sparse Methods for Unsupervised Data AnalysisThe 4th International Symposium on Interval Data Modelling (SIDM 2019), Jun 2019, Pékin, China
Conference papers
hal-02471316
v1
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Science des données, données massives : défis et nouveaux métiersCISEM 2019, May 2019, Mahdia, Tunisie
Conference papers
hal-02471319
v1
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De l'analyse exploratoire à la modélisation prédictive: le chemin de la science des donnéesMontpellier: 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 PLSSFC 2018, Sep 2018, Paris, France
Conference papers
hal-02471608
v1
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SFLM: A mix of a Functional Linear Model and of a Spatial Autoregressive Model for spatially correlated functional dataCroNoS Workshop on Functional Data Analysis, Aug 2018, Iasi, Romania
Conference papers
hal-02471736
v1
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Clusterwise Methods: a Synthesis and New DevelopmentsHomenagem 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 défisChimiometrie 2017, Jan 2017, Paris, France
Conference papers
hal-02507348
v1
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Clusterwise Sparse PLSPLS'17, Jun 2017, Macao, Macau SAR China
Conference papers
hal-02475001
v1
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Importance of factors contributing to work-related stress: comparison of four metricsASMDA 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 travail49èmes journées de statistique, May 2017, Avignon, France
Conference papers
hal-02474970
v1
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Clusterwise methods, past and presentISI 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 CharacterizationAdvances in Nuclear Nonproliferation Technology and Policy Conference, Sep 2016, Santa Fe, United States
Conference papers
hal-02500574
v1
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Training Data Scientists: A Few ChallengesEuropean Data Science Conference, European Association for Data Science, Nov 2016, Luxembourg, Luxembourg
Conference papers
hal-03953145
v1
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Variable selection for longitudinal biomarkers constrained by a detection limitCompstat 2016, Aug 2016, Oviedo, Spain
Conference papers
hal-02500582
v1
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Regularized clusterwise multiblock regressionCompstat 2016, Aug 2016, Oviedo, Spain
Conference papers
hal-02500591
v1
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Some Sparse Methods for High Dimensional DataH2DM International Workshop on High Dimensional Data Mining, Jun 2016, Naples, Italy
Conference papers
hal-02500643
v1
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Predictive versus Generative Modelling: a Challenge for (Social) SciencesData 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 longitudinales48 èmes Journées de Statistique, May 2016, Montpellier, France
Conference papers
hal-02500612
v1
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Prédiction en régression clusterwise PLS48 èmes Journées de Statistique, May 2016, Montpellier, France
Conference papers
hal-02500605
v1
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Variable selection for multiply imputed data with penalized generalized estimating equationsXXVIIIth International Biometric Conference, Jul 2016, Victoria, Canada
Conference papers
hal-02500597
v1
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Screening Policies for Health Impact Assessment: cluster analysis for easier decision making8th 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
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Les méthodes « clusterwise » : principes et applicationsXXII èmes rencontres de la Société Francophone de Classification, Sep 2015, Nantes, France
Conference papers
hal-02507509
v1
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Conjoint Analysis: past, present and issuesChoice and preference analysis for quality improvement and seminar on experimentation, Jul 2015, Bari, Italy
Conference papers
hal-02507516
v1
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Screening policies in health impact assessment: easier decision making through cluster analysis8th European Congress of Epidemiology, International Epidemiological Association, Jun 2015, Maastricht, Netherlands. pp.852, ⟨10.1007/s10654-015-0072-z⟩
Conference papers
hal-03130198
v1
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Exploratory data analysis and contiguity relations: An outlookCFE-CMStatistics, Dec 2015, London, United Kingdom
Conference papers
hal-02507419
v1
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Clusterwise multiblock PLSCARME 2015: Correspondence Analysis and Related Methods, Sep 2015, Napoli, Italy
Conference papers
hal-02507449
v1
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Which analytic methods for Big Data?ARS'15. Fifth International Workshop on Social Network Analysis, Università degli Studi di Salerno, Apr 2015, Capri, Italy
Conference papers
hal-03953110
v1
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A methodological tool for work-related stress management: Importance-Performance Analysis used complementary to PLS path modellingApplied Stochastic Models and Data Analysis, Jul 2015, Le Pirée, Greece
Conference papers
hal-02507482
v1
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Generalizing Partial Least Squares and Correspondence Analysis to Predict Categorical (and Heterogeneous) Data7th conference on Correspondence Analysis and Related Methods CARME 2015, Sep 2015, Napoli, Italy
Conference papers
hal-02507459
v1
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Clusterwise multiblock PLS regressionCFE-CMStats, Dec 2015, London, United Kingdom
Conference papers
hal-02507429
v1
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The Effect of Missing Visits on GEE, a Simulation StudyApplied 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 simulation47èmes journées de statistique, Jun 2015, Lille, France
Conference papers
hal-02507494
v1
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PLS regression for multivariate functional dataPLS2014. 8th International Conference on Partial Least Squares and Related Methods, May 2014, Paris, France. pp.155
Conference papers
hal-04678101
v1
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Supervised classification and experimental designsCompstat 2014, Aug 2014, Genève, Switzerland
Conference papers
hal-01126449
v1
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Régression typologique pour données multi-blocs46 émes journées de statistique, Jun 2014, Rennes, France
Conference papers
hal-01126425
v1
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A PLS Path Model for Predicting Impact of Job Characteristics on Work-Related StressPLS2014. 8th International Conference on Partial Least Squares and related Methods, May 2014, Paris, France. pp.103-104
Conference papers
hal-01126417
v2
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An integration of partial least squares and sparsified multiple correspondence analysis applied to genetic dataPLS2014. 8th International Conference on Partial Least Squares and Related Methods, May 2014, Paris, France. pp.27-28
Conference papers
hal-01126419
v2
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De l'ACP sparse à l'ACM sparseAgrostat 2014, Mar 2014, Rabat, Maroc
Conference papers
hal-01126395
v1
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Data Mining, Machine Learning and Official StatisticsConference 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 sparse45 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 PredictorsChimiometrie 2013, Sep 2013, Brest, France. pp.33-34
Conference papers
hal-01126303
v1
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Reject inference techniques and semi supervised methods implemented in the process for granting creditERCIM 2013, Dec 2013, Londres, United Kingdom
Conference papers
hal-01126358
v1
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A survey of some sparse methods for high-dimensional dataSADA'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 crédit45 émes Journées de statistique, May 2013, Toulouse, France
Conference papers
hal-01126255
v1
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From Sparse Regression to Sparse Multiple Correspondence AnalysisEuropean Conference on Data Analysis, Jul 2013, Luxembourg, Luxembourg. pp.25
Conference papers
hal-01126275
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Stacking prediction for a binary outcomeCompstat 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 classificationAgrostat2012, 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 adultesEGC 2012, Jan 2012, Bordeaux, France. pp.555-556
Conference papers
hal-00750918
v1
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Mining Official Data: What's New?2012 SIAM International Conference on Data Mining, Apr 2012, Anaheim, United States
Conference papers
hal-01126122
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Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutanéJdS'12, May 2012, Bruxelles, Belgique
Conference papers
hal-00752243
v1
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A generalisation of sparse PCA to multiple correspondence analysisERCIM 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 analysisCompstat 2012, International Association for Statistical Computing, Aug 2012, Limassol, Cyprus. pp.99-106
Conference papers
hal-01126171
v1
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Statistique et analyse de données pour l’assureurGender Directive Conference, ActuariaCnam, May 2012, Paris, France
Conference papers
hal-03548803
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Kernel discrimination and explicative features: an operative approachCompstat 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 ROICIKM'11, 20th ACM Conference on Information and Knowledge Management, Oct 2011, Glasgow, United Kingdom. pp.2265-2268
Conference papers
hal-01125926
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A comparison between latent semantic analysis and correspondence analysisCARME 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 paramétrique43. 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 performanceTheory 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 crédit43émes Journées de Statistique, Jun 2011, Tunis, Tunisie
Conference papers
hal-01125868
v1
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On the use of Weighted Regression in Conjoint AnalysisCOMPSTAT'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 AnalysisCOMPSTAT'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 bipartitionnement17émes 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 structurelles42èmes 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 web42èmes Journées de Statistique, 2010, Marseille, France, France
Conference papers
inria-00494728
v1
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WCUM pour l'analyse d'un site web10e conférence internationale sur l'Extraction et la Gestion des Connaissances EGC'2010, Jan 2010, Hammamet, Tunisie. pp.45-52
Conference papers
hal-01125844
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e-Recrutement : recherche de mots-clés pertinents dans le titre des annonces d'emploiJADT'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 Algorithms23rd International FLAIRS Conference, May 2010, Florida, United States. pp.392-397
Conference papers
hal-01125839
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Contributions to Bayesian Structural Equation ModelingCOMPSTAT'2010, 19th International Conference on Computational Statistics, Paris, Aug 2010, Paris, France. pp.469-476
Conference papers
hal-01125763
v1
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Classification supervisée et données fonctionnellesSFC'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 DataCOMPSTAT'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 interlaboratoires41èmes Journées de Statistique, SFdS, Bordeaux, 2009, Bordeaux, France
Conference papers
inria-00386658
v1
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Block clustering for web pages categorizationIDEAL 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
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Comparing partitions of different units based on same questionnaireSymposium on Mathematical Sciences, American University of Beirut, Jan 2009, Beyrouth, Lebanon
Conference papers
hal-03179602
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An Approach for PLS Regression Modeling of Functional Data6th 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 DataPLS'09,6th Int. Conf. on Partial Least Squares and Related Methods, Sep 2009, Pékin, China. pp.17-22
Conference papers
hal-01125705
v1
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Models for Understanding versus Models for PredictionMSDM'09, Mar 2009, Hammamet, Tunisia
Conference papers
hal-01125659
v1
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Contrôle multivarié de procédés par lots à l'aide de Statis41èmes 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 algorithmMSDM'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 ApproachASMDA'09 XIII International Conference on Applied Stochastic Models and Data Analysis, Jul 2009, Vilnius, Lithuania. pp.294-298
Conference papers
hal-01125669
v1
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Supervised and Unsupervised Linear Methods for Functional Data AnalysisASMDA'09, Jul 2009, Vilnius, Lithuania
Conference papers
hal-01125668
v1
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A nonlinear PLS path modeling based on monotonic B-spline transformations5th International symposium on PLS and related methods (PLS'07), Sep 2007, Matforsk, Norway. pp.112-115
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Model assessmentKNEMO'06 Knowledge Extraction and Modeling, Jan 2006, Capri, Italy
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Une comparaison de certains indices de pertinence des règles d'associationEGC 06 Extraction et Gestion des Connaissances, Jan 2006, Lille, France. pp.561-568
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Méthodes de classification pour l'extraction de règlesSFC'06. Rencontres de la Société Francophone de Classification, Jan 2006, Metz, France. pp.4
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Une comparaison expérimentale entre les approches PLS et LISREL38èmes Journées de Statistique, May 2006, Clamart, France
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Anticipated prediction in discriminant analysis on functional data for binary responseCOMPSTAT'06, 17th Symposium on Computational Statistics, Aug 2006, Rome, Italy. pp.821-828
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PLS classification of functional dataPLS'05 4th Int. Symp. on PLS and related methods, Aug 2005, Barcelone, Spain
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Combined use of association rules mining and clustering methods3rd world Conf. on Computational Statistics Data Analysis, Oct 2005, Limassol, Cyprus
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Some Statistical Aspects of Credit Scoring3rd world Conf. on Computational Statistics Data Analysis, Oct 2005, Limassol, Cyprus
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Une étude comparative de logiciels de prévision automatique de séries chronologiques37èmes Journées de Statistique, Jun 2005, Pau, France
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Kernel logistic PLS: a new tool for complex classificationASMDA'05 XIth Int. Symp. on Applied Stochastic Models and Data Analysis, May 2005, Brest, France. pp.441-451
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Customer satisfaction and PLS structural equation modeling. An application to automobile marketASMDA'05 XIth Int. Symp. on Applied Stochastic Models and Data Analysis., May 2005, Brest, France. pp.756-763
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Conjoint use of variables clustering and PLS structural equations modellingPLS'05 4th Int. Symp. on PLS and related methods, Sep 2005, Barcelona, Spain
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New techniques to compare partitions of different units based on same surveys3rd world Conf. on Computational Statistics Data Analysis, Oct 2005, Limassol, Cyprus
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PLS discriminant analysis for functional dataASMDA'05 XIth Int. Symp. on Applied Stochastic Models and Data Analysis, May 2005, Brest, France. pp.653-661
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Utilisation conjointe des règles d'association et de la classification de variables37 èmes Journées de Statistique, May 2005, Pau, France
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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 characteristicsPLS'05 4th Int. Symp. on PLS and related methods, Sep 2005, Barcelona, Spain
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Coefficiente de affinidade em classificação com dados omissos. Uma Aplicação a Dados ReaisJOCLAD 2004. XI Jornadas de Classificação e Análise de Dados, Apr 2004, Lisbonne, Portugal
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The St@tNet Project for Teaching StatisticsCOMPSTAT 2004. 16th Symposium on Computational Statistics, IASC, Aug 2004, Prague, Czech Republic. pp.417-428, ⟨10.1007/978-3-7908-2656-2_34⟩
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On the connection between the distribution of eigenvalues in multiple correspondence analysis and log-linear analysisCARME2003: Correspondence Analysis and Related Methods, Jun 2003, Barcelone, Spain
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A control chart approach to select eigenvalues in principal component and correspondence analysis54th Session of the International Statistical Institute, International Statistical Institute, Aug 2003, Berlin, Germany
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Correspondence Analysis and ClassificationCARME2003: Correspondence Analysis and Related Methods, Jun 2003, Barcelone, Spain
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Discussion on IPM 71: Educational implications of statistical method and modelling developments in psychometry54th Session of the International Statistical Institute, International Statistical Institute, Aug 2003, Berlin, Germany
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Sur des indices de comparaison de deux classificationsSFC'03 10 èmes rencontres de la Société Francophone de Classification, Sep 2003, Neuchatel, Suisse. pp.177-180
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Efeito de um Método de Imputação Múltipla em Classificação Hierárquica de VariáveisJOCLAD 2003: X Jornadas de Classificação e Análise de Dados, CLAD, Apr 2003, Aveiro, Portugal
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Classification hiérarchique ascendante avec imputation multiple de données manquantesSFC' 03 10èmes rencontres de la Société Francophone de Classification, Sep 2003, Neuchatel, Suisse. pp.59-62
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Clusterwise PLS regression on a stochastic processCOMPSTAT 2002. 15th Conference on Computational Statistics, Aug 2002, Berlin, Germany
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Dados omissos em Classificação hierárquica de variáveis e o algoritmo NIPALSJOCLAD 2002, CLAD, Feb 2002, Lisbonne, Portugal
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St@tNet, An Internet Based Software For Teaching Introductory StatisticsICOTS 6 International Conference On Teaching Statistics, IASE, Jul 2002, Cape Town, South Africa
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Méthode multivariée de fusion statistique de fichiers de données appliquée au marché résidentiel de l'électricité3ème Colloque Francophone sur les Sondages, SFdS, Oct 2002, Autrans, France
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Méthode multivariée de fusion statistique de fichiers appliquée au marché résidentiel de l'électricité34èmes Journées de Statistique, SFdS, May 2002, Bruxelles, Belgique
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Comparing two partitions: Some Proposals and ExperimentsCOMPSTAT 2002, Aug 2002, Berlin, Germany. pp.243-248, ⟨10.1007/978-3-642-57489-4_33⟩
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Missing Data in Hierarchical Classification of Variables, a simulation studyIFCS 2002, International Federation of Classification Societies, Jul 2002, Krakow, Poland. pp.121-128, ⟨10.1007/978-3-642-56181-8_13⟩
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Missing Data in Hierarchical Classification, a study with personality development dataEMPG 2001 32nd European Mathematical Psychology Group Meeting, Sep 2001, Lisbonne, Portugal
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PLS regression on a stochastic processASMDA'01: 10th International Symposium on Applied Stochastic Models and Data Analysis, Jun 2001, Compiegne, France
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PLS regression on a stochastic processPLS'01. Second International Symposium on PLS and related methods, Oct 2001, Capri, Italy
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On a statistical Sofware package for non-expert usersETK & NTTS 2001, Eurostat, Jun 2001, Hersonissos, Greece. pp.903-905
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Missing Data in Hierarchical Classification - a study with Personality developpment dataASMDA 2001, Jun 2001, Compiègne, France
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A new Method to Match Data Sets Applied to Electric MarketNTTS-ETK : New Techniques and Technologies for Statistics, Exchange of Technology and Know-how, Eurostat, Jun 2001, Hersonissos, Greece. pp.725-733
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Concordance entre deux Partitions : quelques propositions et expériencesSFC 2001: 8èmes rencontres de la Société Francophone de Classification, Dec 2001, Pointe à Pitre, France
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Comparability of Statistical Concepts in Labour Force SurveysETK & NTTS 2001, Eurostat, Jun 2001, Hersonissos, Greece. pp.907-910
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Specifications of a Site for Distance Learning in Official StatisticsNTTS & ETK 2001 New Trends and Technologies for Statistics, Eurostat, Jun 2001, Hersonissos, Greece. pp.933-936
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Régression PLS sur un processus stochastique33 èmes Journées de Statistique, May 2001, Nantes, France
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Data Fusion and Data graftingNMDM 2000: International meeting on Nonlinear Methods and Data Mining,, Sep 2000, Rome, Italy
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Teaching Statistics with Internet: Available Resources and the St@tNet ProjectEADTU 2000: European Association of Distance Teaching Universities Millenium conference, European Association of Distance Teaching Universitie, Sep 2000, Paris, France
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Data Mining and Official StatisticsQuinta Conferenza Nationale di Statistica, ISTAT, Nov 2000, Rome, Italy. pp.41-46
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Fusion et greffes de données5èmes Journées Modulad. Data Mining des Données Clientèle, Nov 2000, Clamart, France. pp.43-66
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The unexploited mines of academic and official statisticsAOSC : Academic and official statistics cooperation, Eurostat, Sep 1998, Bucarest, Romania. pp.11-15
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Some simple rules for interpreting outputs of principal components and correspondence analysisASMDA 99: IX International Symposium on Applied Stochastic Models and Data Analysis, Jul 1999, Lisbonne, Portugal
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Teaching Statistics with Internet: a Survey of Available Resources and the St@tNet ProjectISI99, Aug 1999, Helsinki, Finland
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Computer assisted training in statistics : internet and multimedia : a survey of existing toolsNTTS 1998, Sep 1998, Sorrento, Italy. pp.339-344
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Problèmes posés par la comparaison de classification dans des enquêtes différentes,51ème session de l’Institut International de Statistique, Aug 1997, Istanbul, Turquie
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Data Fusion: a new method based on Homogeneity AnalysisVIII International Symposium on Applied Stochastic Models and Data Analysis, Jun 1997, Anacapri, Italy. pp.395-399
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Classificazione, analisi dei dati e modelli di conjoint analysis come strumenti integrati per le ricerche di mercatoLa Statistica per le imprese, Societa Italiana di Statistica, Apr 1997, Torino, Italy. pp.15-32
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L'analyse harmonique qualitative, une synthèse de la théorieRecolección y análisis de datos longitudinales, Universidad Nacional de Colombia & ORSTOM, Dec 1996, Bogota, Colombie. pp.111-120
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How car advertising worksESOMAR Seminar on Advertising Sponsorship and Promotions Understanding and Measuring the Effectiveness of Commercial Communications, ESOMAR, Mar 1995, Madrid, Spain. pp.27-44
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Los métodos y las aplicaciones del credit-scoringVIII Simposio Métodos Matemàticos aplicados a las Ciencias, Universidad de Costa Rica, Aug 1992, San José, Costa Rica. pp.103-109
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El Analisis DiscriminanteVIII Simposio Métodos Matemàticos aplicados a las Ciencias, Universidad de Costa Rica, Aug 1992, San José, Costa Rica. pp.75-102
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A computer aided software for teaching statisticsFirst Scientific Meeting of the IASE, International Association for Statistical Education, Aug 1993, Pérouse, Italy. pp.253-254
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About the selection of the number of components in correspondence analysisASMDA 1993: 6th International Symposium on Applied Stochastic Models and Data Analysis, May 1993, Chania, Greece. pp.846-856
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Simultaneous Analysis of Qualitative and Quantitative DataSocieta Italiana di Statistica. XXXV riunione scientifica, Apr 1990, Padova, Italy. pp.62-72
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Correspondence analysis for categorical stochastic processesAdvances in Multivariate Analysis, Indian Statistical Institute, Dec 1985, Calcutta, India. pp.365-376
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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
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hal-02514074
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About maximal association criteria in linear analysis and in cluster analysisConference of the Internat. Federation of Classification Societies (IFCS),, Jul 1987, Aachen, Germany. pp.541-550
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Régions de confiance en analyse factorielleFourth International Symposium on Data Analysis and Informatics, INRIA, 1986, Versailles, France. pp.499-508
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Méthodes non paramétriques en analyse discriminante - quelques propositions nouvellesThird International Symposium on Data Analysis and Informatics, INRIA, Oct 1983, Versailles, France. pp.591-605
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About fuzzy discriminationCOMPSTAT 1982 5th Symposium on Computational Statistics, International Association for Statistical Computing, Aug 1982, Toulouse, France. pp.224-229
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Multidimensional analysis of panel dataJoint Meeting of the Psychometric Society and the Classification Society, UQAM, May 1982, Montréal, Canada
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L'analyse harmonique qualitativeAnalyse des données et Informatique, INRIA, Oct 1979, Versailles, France. pp.375-389
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About some remarkable properties of generalized canonical analysisEuropean Meeting of the Psychometric Society, Jun 1980, Groningen, Netherlands
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v2
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Une méthodologie d'analyse discriminante sur variables qualitatives2e Congrès Reconnaissance des formes et intelligence artificielle, AFCET-INRIA, Sep 1979, Toulouse, France. pp.320-327
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Une méthode et un programme d'analyse discriminante sur variables qualitativesAnalyse des données et informatique, INRIA, Sep 1977, Versailles, France. pp.201-210
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Discriminant analysis when all the variables are nominal, a stepwise methodSpring Meeting of the Psychometric Society, Bell Laboratories, Apr 1976, Murray Hill, NJ, United States
Conference papers
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Generalized canonical analysis of qualitative dataTheory 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
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How to prioritize work-related psychosocial factors impacting mental health? Regression and random forest approachesISCB 40, Jun 2019, Leuven, Belgium
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Impact des facteurs de risque psychosociaux liés au travail sur la santé mentale : étude transversale sur la population active françaiseConférence Francophone d’Epidémiologie Clinique et Journées des statisticiens des Centres de Lutte Contre le Cancer, May 2019, Toulouse, France.
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Statistical learning approaches applied to the calculation of scaling factors for radioactive waste characterization14th Congress of the International Radiation Protection Association, May 2016, Cape Town, South Africa. ⟨10.13140/RG.2.1.3956.8240⟩
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Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutané chez 502 femmes caucasiennes adultesEGC '2012, Feb 2012, Bordeaux, France. , 2012
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Automatic Categorization of Job PostingsCOMPSTAT'2010, 19th International Conference on Computational Statistics, Aug 2010, Paris, France. 2010
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Détermination du nombre des classes dans l’algorithmeCROKI2 de classification croiséeEGC'2009: 9ème conférence internationale sur l'Extraction et la Gestion des Connaissances, Jan 2009, Strasbourg, France. pp.447-448, 2009
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St@tNet: an assessment and new developmentsIASE Satellite Conference on Statistics Education and the Internet, Aug 2003, Berlin, Germany. , 2003
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Old and New Perspectives on Optimal ScalingEric 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⟩
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PréfaceAxel Cypel. Voyage au bout de l’IA: Ce qu'il faut savoir sur l'intelligence artificielle, De Boeck Supérieur, pp.5-8, 2023, 9782807360594
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Gilbert Saporta : un parcours éclectiqueEmmanuel Didier; Jean-Jacques Droesbeke; Catherine Vermandele. Les nombres, acteurs de changement, Presses des Mines, pp.85-104, 2023, Sciences Sociales, 9782494532793
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Histoire et enjeux de l'IAFrédérique Guénot. L'IA éducative. L'intelligence artificielle dans l'enseignement supérieur, Bréal, pp.41-50, 2023, Thèmes & Débats, 978-2-7495-5530-0
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Algorithmes de recommandationAnne Gégout-Petit; Myriam Maumy-Bertrand; Gilbert Saporta; Christine Thomas-Agnan. Données manquantes, Editions Technip, pp.247-252, 2022, 978-2-7108-1195-4
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Une histoire lacunaireDonnées manquantes, Editions Technip, pp.1-27, 2022, 978-2-7108-1195-4
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A Spatial Durbin Model for Compositional DataDaouia 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⟩
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50 Years of Data Analysis: From Exploratory Data Analysis to Predictive Modeling and Machine LearningChristos 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⟩
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From Conventional Data Analysis Methods to Big Data AnalyticsMarine Corlosquet‐Habart; Jacques Janssen. Big Data for Insurance Companies, John Wiley & Sons, Inc., pp.27-41, 2018, 9781786300737. ⟨10.1002/9781119489368.ch2⟩
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Une brève histoire de l'apprentissageApprentissage statistique et données massives, Editions Technip, 2018, 978-2-7108-1182-4
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Des méthodes classiques d'analyse des données au Big DataMarine 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
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Actualité de l'analyse des donnéesGiorgio Marbach & Carlo Lauro. Alfredo Rizzi, l'uomo e l'opera, RCE-Multimedia, pp.43-52, 2015
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Historical Elements of Correspondence Analysis and Multiple Correspondence AnalysisJorg Blasius, Michael Greenacre. Visualization and Verbalization of Data, Chapman and Hall/CRC, pp.31-44, 2014, 9781466589803
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De Poisson à Lazarsfeld en passant chez Quetelet, Bertillon, Galton et PearsonJean-Jacques Droesbeke; Gilbert Saporta; Christine Thomas-Agnan. Modèles à variables latentes et modèles de mélange, Editions Technip, pp.1-21, 2013
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Bayesian analysis of structural equation models using parameter expansionMireille 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
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Conjoint Use of Variables Clustering and PLS Structural Equations ModelingSpringer. 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⟩
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istex
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Principal Component Analysis: application to Statistical Process ControlGérard Govaert. Data Analysis, ISTE, pp.1-23, 2009, 1-84821-098-1. ⟨10.1002/9780470611777.ch1⟩
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PCR and PLS for Clusterwise Regression on Functional DataBrito 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⟩
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Epidémiologie et Data Mining ou fouille de donnéesAcadémie des Sciences. L'épidémiologie humaine,, EDP-Sciences, pp.129-136, 2006, 2-86883-796-4
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hal-01125191
v1
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Correspondence analysis and classificationMichael Greenacre; Jörg Blasius. Multiple Correspondence Analysis and Related Methods, Chapman and Hall/CRC, pp.371-392, 2006, 9781584886280
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hal-01125202
v1
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Les classes latentesJean-Jacques Droesbeke; Michel Lejeune; Gilbert Saporta. Modèles statistiques pour données qualitatives, Editions Technip, pp.71-82, 2005, 9782710808558
Book sections
hal-01125049
v1
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PLS Approach for clusterwise linear regression on functional dataD.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⟩
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istex
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Missing Data and Imputation Methods in Partition of VariablesClassification, 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⟩
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Analyse en composantes principalesGérard Govaert. Analyse des données, Hermes, pp.19-42, 2003, 978-2-7462-0643-4
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Fusion de fichiers : une nouvelle méthode basée sur l'analyse homogèneGildas Brossier; Anne-Marie Dussaix. Enquêtes et sondages, Dunod, pp.81-93, 1999, 9782100040230
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Méthodes statistiques de discriminationSylvie Thiria; Yves Lechevallier; Olivier Gascuel; Stéphane Canu. Statistique et méthodes neuronales, Dunod, pp.20-30, 1997, 978-2100035441
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Plans d'expériences et analyse conjointe: applications en marketingJean-Jacques Droesbeke; Jeanne Fine; Gilbert Saporta. Plans d'expériences. Applications à l'entreprise, Editions Technip, pp.451-465, 1997, 9782710807339
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Notions sur les méthodes factoriellesDanièle Grangé; Ludovic Lebart. Traitements statistiques des enquêtes, Dunod, pp.75-89, 1993, 978-2100020089
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Introduction à la discrimination ; problématiques et méthodesGilles Celeux. Analyse discriminante sur variables continues, Inria, pp.5-13, 1990, 978-2726106501
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Multidimensional data analysis for categorical variablesPeter Nijkamp. Measuring the Unmeasurable, Nato Science Series D: Behavioural and Social Science (22), Springer, pp.317-337, 1985, 978-9024731244
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Multidimensional data analysis and quantification of categorical variablesJ. 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
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Some methods of qualitative data analysisJean-René Barra. Recent Developments in Statistics, Proceedings of the European Meeting of Statisticians, North-Holland, pp.749-755, 1977, 978-0720407518
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hal-03059983
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Gilbert Saporta : un parcours éclectique, Statistique et Société, volume 8, n°12020, pp.37-53
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PréfaceLes nombres au quotidien, 2016, pp.iii-iv
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ForewordSymbolic Data Analysis and the SODAS Software, 2008, pp.xiii-xiv
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Some Recent Trends in Applied Stochastic Modeling and Multidimensional Data Analysis2008, pp.3164-3166. ⟨10.1016/j.csda.2007.10.012⟩
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Spatial Functional Linear Model and its Estimation Method2020
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Sparse Correspondence Analysis for Contingency Tables2020
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Zero' Option in Conjoint Analysis:2010
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L'émergence d'une nouvelle filière de formation : « data scientists »[Interne] INRIA Saclay; CEDRIC laboratory, CNAM-Paris, France. 2014
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La notation statistique des emprunteurs ou « Scoring »CREM. Commission de réflexion sur l'enseignement des mathématiques. 2002
Reports
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Méthodes exploratoires d'analyse de données temporellesThéorie [stat.TH]. Université Pierre et Marie Curie - Paris VI, 1981. Français. ⟨NNT : ⟩
Theses
tel-00711814
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Liaisons entre plusieurs ensembles de variables et codage de données qualitativesStatistiques [math.ST]. Université Pierre et Marie Curie - Paris VI, 1975. Français. ⟨NNT : ⟩
Theses
tel-00649127
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The Multiple Facets of Partial Least Squares MethodsPLS 2014, Springer, 2016, 978-3-319-40643-5. ⟨10.1007/978-3-319-40643-5⟩
Proceedings
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Proceedings of COMPSTAT'2010Compstat'2010, Aug 2010, Paris, France. Physica Verlag, 2010, 978-3-7908-2604-3
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Editorial. Special issue on “New methodologies in clustering and classification for complex and/or big data”Advances in Data Analysis and Classification, 2024, ⟨10.1007/s11634-024-00605-6⟩
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Advances in Theory and Applications of High Dimensional and Symbolic Data AnalysisRevue des Nouvelles Technologies de l'Information, RNTI E.25, pp.197, 2013
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Une brève histoire de l'intelligence artificielle2018
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