Gilbert Saporta
Professeur émérite
Site web : http://cedric.cnam.fr/~saporta
Téléphone : +33 1 40 27 22 68
Bureau : 31-1-7A
Professeur émérite depuis septembre 2014 Guest professor 2017-2022: Beihang University, Chine
2024
Articles de revue
- From Plain to Sparse Correspondence Analysis: a Generalized SVD Approach. In Statistica Applicata - Italian Journal of Applied Statistics, 35 (3): 301-338, 2024. doi www
Chapitres d'ouvrage
- Old and~New Perspectives on~Optimal Scaling. In Analysis of Categorical Data from Historical Perspectives, pages 131-154, Springer Nature, Behaviormetrics: Quantitative Approaches to Human Behavior 17, 2024. doi www
Articles de conférence
- Clustering variables: a survey and some new developments. In Sensometrics 2024, Paris, France, 2024. www
- Codage optimal et encodage: nouveaux regards sur un ancien problème. In CISEM 2024, 4ème Colloque international statistique et économétrie, Mahdia, Tunisia, 2024. www
- Effet de la complexité du réseau LSTM sur léxplicabilité en Maintenance Prédictive. In JdS 2024: 55ièmes Journées de Statistique, Bordeaux, France, 2024. www
- Enhancing Explainability in Predictive Maintenance : Investigating the Impact of Data Preprocessing Techniques on XAI Effectiveness. In The 37th International Conference of the Florida Artificial Intelligence Research Society, Florida, United States, Special Track: Explainable, Fair, and Trustworthy AI 37, 2024. doi www
- Optimal Scaling: New Insights Into an Old Problem. In SDS 2024; Statistics and Data Science Conference, pages 97-100, Palermo University Press, Palermo, Italy, 2024. www
Divers
2023
Articles de revue
- Sparse correspondence analysis for large contingency tables. In Advances in Data Analysis and Classification, 17 (4): 1037-1056, 2023. doi www
- 'Equité, explicabilité, paradoxes et biais. In Statistique et Société, 10 (3), 2023. www
Chapitres d'ouvrage
- Gilbert Saporta : un parcours éclectique. In Les nombres, acteurs de changement, pages 85-104, Presses des Mines, Sciences Sociales , 2023. www
- Préface. In Voyage au bout de l'IA: Ce qu'il faut savoir sur l'intelligence artificielle, pages 5-8, De Boeck Supérieur, 2023. www
- Histoire et enjeux de l'IA. In L'IA éducative. L'intelligence artificielle dans lénseignement supérieur, pages 41-50, Bréal, Thèmes & Débats , 2023. www
Articles de conférence
- A comparison of some methods for clustering of variables of mixed types. In XXX Meeting of the Portuguese Association for Classification and Data Analysis (JOCLAD 2023), pages 85-86, Viana Do Castelo, Portugal, 2023. www
- Sparse non-symmetrical correspondence analysis. In CARME - Correspondence Analysis and Related Methods, Bonn, Germany, 2023. www
- Quantifying the contribution of individual records to the reidentification risk of (pseudo) anonymized datasets. In 64th ISI World Statistics Congress, Ottawa (Ontario), Canada, 2023. www
- Optimal Scaling: New Insights Into an Old Problem. In ASMDA 2023, 20th Applied Stochastic Models and Data Analysis Conference, Heraklion - Crete, Greece, 2023. www
- Consensus de partitions en NLP pour une revue systématique de la littérature autour de l'XAI du biais et de l'équité. In SFC'2023; Rencontres de la Société Francophone de Classification, pages 43-48, Strasbourg, France, 2023. www
- Une revue systématique de la littérature autour du biais, de l'équité et de léxplicabilité. In CNIA 2023 - Conférence Nationale en Intelligence Artificielle, pages 87-98, Strasbourg, France, 2023. www
- Une comparaison de quelques méthodes de classification de variables mixtes. In SFC'2023; Rencontres de la Société Francophone de Classification, pages 115-116, Strasbourg, France, 2023. www
2022
Articles de revue
- Une conversation avec Yves Escoufier. In Statistique et Société, 10 (2): 81-94, 2022. www
- A new ranking index to identify the work-related psychosocial factors most impacting mental health: a cross-sectional study. In BMJ Open, 12 (12): e046444, 2022. doi www
Livres
- Manifeste pour une intelligence artificielle comprise et responsable. Cent Mille Milliards, 2022. www
- Données manquantes. Editions Technip, 2022. www
Chapitres d'ouvrage
- Algorithmes de recommandation. In Données manquantes, pages 247-252, Editions Technip, 2022. www
- Une histoire lacunaire. In Données manquantes, pages 1-27, Editions Technip, 2022. www
Articles de conférence
- Codage optimal : nouveaux regards sur un ancien problème. In 27èmes rencontres de la Société Francophone de Classification (SFC) 2022, Lyon, France, 2022. www
- On some issues related to the fairness of algorithms. In Compstat 2022, 24th International Conference on Computational Statistics, Bologna, Italy, 2022. www
- Equité et explicabilité des algorithmes :~ définitions, paradoxes et biais. In CISEM 2022, 3eme Colloque international statistique et économétrie, Mahdia, Tunisia, 2022. www
- Some spatial regression models for functional and compositional data. In Conference in honor of Christine Thomas-Agnan, Toulouse, France, 2022. www
2021
Articles de revue
- A robust spatial autoregressive scalar-on-function regression with t-distribution. In Advances in Data Analysis and Classification, 15 (1): 57-81, 2021. doi www
Livres
- Statistique et causalité. Editions Technip, 2021. www
Chapitres d'ouvrage
- A Spatial Durbin Model for Compositional Data. In Advances in Contemporary Statistics and Econometrics, pages 471-488, Springer Nature, 2021. doi www
Articles de conférence
- From the triumph of black boxes to the right to understand and the search for fairness. In ASMDA 2021, Athens, Greece, 2021. www
- Interprétabilité des modèles prédictifs. In ASI 11. 11ème Colloque International sur l'Analyse Statistique Implicative, Belfort, France, 2021. www
- Sparse Correspondence Analysis for Contingency Tables. In Celebrating 40 years of Greek Statistical Institute 1981-2021, Athènes, Greece, 2021. www
- Sparse Divisive Feature Clustering. In XXVIII Meeting of the Portuguese Association for Classification and Data Analysis (JOCLAD 2021), pages 75-76, Covilh~a, Portugal, Program and Book of Abstracts , 2021. www
2020
Articles de revue
- Work-related psychosocial risk factors and psychiatric disorders: A cross-sectional study in the French working population. In PLoS ONE, 15 (5): e0233472, 2020. doi www
- Using partial least squares regression for conjoint analysis. In Statistica Applicata - Italian Journal of Applied Statistics, 32: 67-84, 2020. doi www
- Linear mixed-effects model for longitudinal complex data with diversified characteristics. In Journal of Management Science and Engineering, 5 (2): 105-124, 2020. doi www
- Ultra-high dimensional variable screening via Gram--Schmidt orthogonalization. In Computational Statistics, 35: 1153-1170, 2020. doi www
- A Bayesian framework to update scaling factors for radioactive waste characterization. In Applied Radiation and Isotopes: 109092, 2020. doi www
Livres
- Advances in Data Science. Symbolic, Complex and Network Data. ISTE-WILEY, Big Data, Artificial Intelligence and Data Analysis , 2020. www
Articles de conférence
- Sparse Multiple Correspondence Analysis. In 52èmes Journées de Statistique, pages 830-835, Nice, France, 52èmes Journées de Statistiques de la Société Franc caise de Statistique (SFdS) , 2020. www
- About Interpreting and Explaining Machine Learning and Statistical Models. In SMTDA 2020; 6th Stochastic Modeling Techniques and Data Analysis International Conference, Barcelone (virtual), Spain, 2020. www
Divers
- Gilbert Saporta : un parcours éclectique, Statistique et Société, volume 8, ntextdegree1. , vol. 8, ntextdegree 1. www
Non publié
- A generalization of partial least squares regression and correspondence analysis for categorical and mixed data: An application with the ADNI data. , working paper or preprint. doi www
- Sparse Correspondence Analysis for Contingency Tables. , working paper or preprint. www
- Spatial Functional Linear Model and its Estimation Method. , working paper or preprint. www
2019
Articles de revue
- Spatial partial least squares autoregression: Algorithm and applications. In Chemometrics and Intelligent Laboratory Systems, 184: 123-131, 2019. doi www
- 成分数据的空间自回归模型. In Journal of Beijing University of Aeronautics and Astronautics, 45 (1): 93-98, 2019. doi www
- Régression multibloc sur classes latentes. Application `a l'usage d'antibiotiques en élevages de lapins. In Epidémiologie et Santé Animale, 76: 43-53, 2019. www
Chapitres d'ouvrage
- 50 Years of Data Analysis: From Exploratory Data Analysis to Predictive Modeling and Machine Learning. In Data Analysis and Applications 1. Clustering and Regression, Modeling-estimating, Forecasting and Data Mining, ISTE-Wiley, Data Analysis and Applications , 2019. doi www
Articles de conférence
- Sparse Methods for Unsupervised Data Analysis. In The 4th International Symposium on Interval Data Modelling (SIDM 2019), Pékin, China, 2019. www
- Sparse Correspondence Analysis. In ASMDA 2019. 18th Conference of the Applied Stochastic Models and Data Analysis International Society, Florence, Italy, 2019. www
- Impact of work-related psychosocial factors on mental health: A cross-sectional study in the French working population. In Work, Stress and Health 2019 Conference of the American Psychological Association, Philadelphia, United States, 2019. www
- De l'analyse exploratoire `a la modélisation prédictive: le chemin de la science des données. In Montpellier: berceau de la Data Science. Colloque en l'honneur du Pr. Yves Escoufier, Montpellier, France, 2019. www
- Science des données, données massives : défis et nouveaux métiers. In CISEM 2019, Mahdia, Tunisia, 2019. www
Divers
2018
Articles de revue
- Incremental modelling for compositional data streams. In Communications in Statistics - Simulation and Computation, 48 (8): 2229-2243, 2018. doi www
- Prediction for regularized clusterwise multiblock regression. In Applied Stochastic Models in Business and Industry, 34 (6): 852-867, 2018. doi www
- Clusterwise analysis for multiblock component methods. In Advances in Data Analysis and Classification, 12 (2): 285-313, 2018. doi www
- Training data scientists: a few challenges. In International Journal of Data Science and Analytics, 6 (3): 201-204, 2018. doi www
Livres
- Apprentissage statistique et données massives. Editions Technip, 2018. www
Chapitres d'ouvrage
- From Conventional Data Analysis Methods to Big Data Analytics. In Big Data for Insurance Companies, pages 27-41, John Wiley & Sons, Inc., 2018. doi www
- Une brève histoire de l'apprentissage. In Apprentissage statistique et données massives, Editions Technip, 2018. www
Articles de conférence
- Clusterwise Methods: a Synthesis and New Developments. In Homenagem a Fernando da Costa Nicolau, pages 23-26, Lisbonne, Portugal, Homenagem a Fernando da Costa Nicolau , 2018. www
- SFLM: A mix of a Functional Linear Model and of a Spatial Autoregressive Model for spatially correlated functional data. In CroNoS Workshop on Functional Data Analysis, Iasi, Romania, 2018. www
- Clusterwise multiblock PLS. In SFC 2018, Paris, France, 2018. www
Divers
2017
Articles de revue
- Quelle statistique pour les Big Data?. In Statistique et Société, 5 (1), 2017. www
- Advances in credit scoring: combining performance and interpretation in kernel discriminant analysis. In Advances in Data Analysis and Classification, 11 (1): 121-138, 2017. doi www
- Uncertainty quantification applied to the radiological characterization of radioactive waste. In Applied Radiation and Isotopes, 127: 142-149, 2017. doi www
- Variable selection for multiply-imputed data with penalized generalized estimating equations. In Computational Statistics and Data Analysis, 110: 103-114, 2017. doi www
- A new approach to characterize very-low-level radioactive waste produced at hadron accelerators. In Appl.Radiat.Isot., 122: 141-147, 2017. doi www
Livres
- Model Choice and Model Aggregation. Editions Technip, 2017. www
Chapitres d'ouvrage
- Des méthodes classiques d'analyse des données au Big Data. In Le big data pour les compagnies d'assurance, pages 41-55, ISTE, Innovation, Entrepreneuriat et Gestion Série Big Data, IA et analyse de données, 2017. www
Articles de conférence
- Clusterwise methods, past and present. In ISI 2017 61st World Statistics Congress, Marrakech, Morocco, 2017. www
- Identification et hiérarchisation des facteurs psychosociaux liés au stress au travail. In 49èmes journées de statistique, Avignon, France, 2017. www
- Expliquer ou prédire? Les nouveaux défis. In Chimiometrie 2017, Paris, France, 2017. www
- Importance of factors contributing to work-related stress: comparison of four metrics. In ASMDA 2017, London, United Kingdom, 2017. www
- Clusterwise Sparse PLS. In PLS'17, Macao, Macau SAR China, 2017. www
2016
Articles de revue
- Jan de Leeuw and the French School of Data Analysis. In Journal of Statistical Software, 73 (6): 16 p., 2016. doi www
- How to Identify and Prioritize Psychosocial Factors Impacting Stress Level. In PLoS ONE, 11 (6): e0157078, 2016. doi www
- Improving stacking methodology for combining classifiers: applications to cosmetic industry. In Electronic Journal of Applied Statistical Analysis, 09 (2): 340-361, 2016. doi www
- Le certificat `` Analyste de données massives '' du Conservatoire national des arts et métiers. In Statistique et Enseignement, 2016. www
- Statistical sampling applied to the radiological characterization of historical waste. In EPJ N - Nuclear Sciences & Technologies, 2016. doi www
Articles de conférence
- Predictive versus Generative Modelling: a Challenge for (Social) Sciences. In Data Science & Social Research Conference, Naples, Italy, 2016. www
- Intégrer les données manquantes dans la sélection de variables pour données longitudinales. In 48 èmes Journées de Statistique, Montpellier, France, 2016. www
- Regularized clusterwise multiblock regression. In Compstat 2016, Oviedo, Spain, 2016. www
- Some Sparse Methods for High Dimensional Data. In H2DM International Workshop on High Dimensional Data Mining, Naples, Italy, 2016. www
- Variable selection for longitudinal biomarkers constrained by a detection limit. In Compstat 2016, Oviedo, Spain, 2016. www
- A New Approach to Estimate Uncertainty in Waste Characterization. In Advances in Nuclear Nonproliferation Technology and Policy Conference, Santa Fe, United States, 2016. www
- Training Data Scientists: A Few Challenges. In European Data Science Conference, Luxembourg, Luxembourg, 2016. www
- Variable selection for multiply imputed data with penalized generalized estimating equations. In XXVIIIth International Biometric Conference, Victoria, Canada, 2016. www
- Prédiction en régression clusterwise PLS. In 48 èmes Journées de Statistique, Montpellier, France, 2016. www
Divers
Actes de colloque
2015
Articles de revue
- A Conversation with Jean-Louis Bodin. In International Statistical Review, 83 (1): 2-16, 2015. doi www
Livres
- Méthodes robustes en statistique. , 2015. www
Chapitres d'ouvrage
- Actualité de l'analyse des données. In Alfredo Rizzi, l'uomo e l'opera, pages 43-52, RCE-Multimedia, 2015. www
Articles de conférence
- Exploratory data analysis and contiguity relations: An outlook. In CFE-CMStatistics, London, United Kingdom, 2015. www
- Clusterwise multiblock PLS. In CARME 2015: Correspondence Analysis and Related Methods, Napoli, Italy, 2015. www
- Which analytic methods for Big Data?. In ARS'15. Fifth International Workshop on Social Network Analysis, Capri, Italy, 2015. www
- A methodological tool for work-related stress management: Importance-Performance Analysis used complementary to PLS path modelling. In Applied Stochastic Models and Data Analysis, Le Pirée, Greece, 2015. www
- The Effect of Missing Visits on GEE, a Simulation Study. In Applied Stochastic Models and Data Analysis ASMDA 2015, Le Pirée, Greece, 2015. www
- Clusterwise multiblock PLS regression. In CFE-CMStats, London, United Kingdom, 2015. www
- Generalizing Partial Least Squares and Correspondence Analysis to Predict Categorical (and Heterogeneous) Data. In 7th conference on Correspondence Analysis and Related Methods CARME 2015, Napoli, Italy, 2015. www
- Screening policies in health impact assessment: easier decision making through cluster analysis. In 8th European Congress of Epidemiology, pages 852, Springer, Maastricht, Netherlands, Healthy Living: The European Congress of Epidemiology, 2015 30, 2015. doi www
- Screening Policies for Health Impact Assessment: cluster analysis for easier decision making. In 8th European Public Health Conference, pages 133-134, Milan, Italy, 2015. doi www
- Conjoint Analysis: past, present and issues. In Choice and preference analysis for quality improvement and seminar on experimentation, Bari, Italy, 2015. www
- Les méthodes `` clusterwise '' : principes et applications. In XXII èmes rencontres de la Société Francophone de Classification, Nantes, France, 2015. www
- Léffet de visites manquantes sur léstimateur des GEE, une étude par simulation. In 47èmes journées de statistique, Lille, France, 2015. www
2014
Articles de revue
- A simple and robust scoring technique for binary classification. In Journal of Artificial Intelligence Research, 3 (1): 52-58, 2014. doi www
- Data Mining and Official Statistics:The Past, the Present and the Future. In Big Data, 2 (1): 1-9, 2014. doi www
Livres
- Approches statistiques du risque. , 2014. www
Chapitres d'ouvrage
- Historical Elements of Correspondence Analysis and Multiple Correspondence Analysis. In Visualization and Verbalization of Data, pages 31-44, Chapman and Hall/CRC, 2014. www
Articles de conférence
- An integration of partial least squares and sparsified multiple correspondence analysis applied to genetic data. In PLS2014. 8th International Conference on Partial Least Squares and Related Methods, pages 27-28, Paris, France, 2014. www
- Supervised classification and experimental designs. In Compstat 2014, Genève, Switzerland, 2014. www
- Régression typologique pour données multi-blocs. In 46 émes journées de statistique, Rennes, France, 2014. www
- A PLS Path Model for Predicting Impact of Job Characteristics on Work-Related Stress. In PLS2014. 8th International Conference on Partial Least Squares and related Methods, pages 103-104, Paris, France, 2014. www
- PLS regression for multivariate functional data. In PLS2014. 8th International Conference on Partial Least Squares and Related Methods, pages 155, Paris, France, 2014. www
- De l'ACP sparse `a l'ACM sparse. In Agrostat 2014, Rabat, Morocco, 2014. www
- Data Mining, Machine Learning and Official Statistics. In Conference of European Statistics Stakeholders, Rome, Italy, 2014. www
Rapports
2013
Articles de revue
- Non parametric on-line control of batch processes based on STATIS and clustering. In Journal de la Societe Franc caise de Statistique, 154 (3): 124-142, 2013. www
- A hybrid recommender system to predict online job offer performance. In Revue des Nouvelles Technologies de l'Information, RNTI -E-25: 177-197, 2013. www
- Methodology for the evaluation of vascular surgery manpower in France. In Public Health Ethics, 127 (1): 65-71, 2013. doi www
Livres
- Modèles `a variables latentes et modèles de mélange. Editions Technip, 2013. www
Chapitres d'ouvrage
- De Poisson `a Lazarsfeld en passant chez Quetelet, Bertillon, Galton et Pearson. In Modèles `a variables latentes et modèles de mélange, pages 1-21, Editions Technip, 2013. www
Articles de conférence
- A Robust Strategy for Combining Several Classifiers for Small Samples and Heterogeneous Predictors. In Chimiometrie 2013, pages 33-34, Brest, France, 2013. www
- Reject inference techniques and semi supervised methods implemented in the process for granting credit. In ERCIM 2013, Londres, United Kingdom, 2013. www
- A survey of some sparse methods for high-dimensional data. In SADA'13, Cotonou, Benin, 2013. www
- Une comparaison de quatre techniques d'inférence des refusés dans le processus d'octroi de crédit. In 45 émes Journées de statistique, pages pp, Toulouse, France, 2013. www
- From Sparse Regression to Sparse Multiple Correspondence Analysis. In European Conference on Data Analysis, pages 25, Luxembourg, Luxembourg, 2013. www
- Analyse en composantes principales sparse pour données multiblocs et extension `a l'analyse des correspondances multiples sparse. In 45 émes Journées de statistique, Toulouse, France, 2013. www
Divers
2012
Articles de revue
- Il faut pouvoir répondre `a l'invasion des données. In Sciences et Avenir (782): 42-45, 2012. www
Chapitres d'ouvrage
- Bayesian analysis of structural equation models using parameter expansion. In Statistical learning and data science, pages 135-145, Chapman Hall/CRC, 2012. www
Articles de conférence
- Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutané chez 502 femmes caucasiennes adultes. In EGC 2012, pages 555-556, Bordeaux, France, 2012. www
- Mining Official Data: What's New?. In 2012 SIAM International Conference on Data Mining, Anaheim, United States, 2012. www
- Statistique et analyse de données pour l'assureur. In Gender Directive Conference, Paris, France, 2012. www
- Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutané. In JdS'12, Bruxelles, Belgium, 2012. www
- A generalisation of sparse PCA to multiple correspondence analysis. In ERCIM 2012, Oviedo, Spain, 2012. www
- Sparse principal component analysis for multiblock data and its extension to sparse multiple correspondence analysis. In Compstat 2012, pages 99-106, Curran Associates, Inc., Limassol, Cyprus, 20th International Conference on Computational Statistics (COMPSTAT 2012) , 2012. www
- Contr^ole non paramétrique de procédés par lots basé sur STATIS et la classification. In Agrostat2012, 12èmes journées Européennes Agro-Industrie et Méthodes Statistiques, pages 163-169, Paris, France, 2012. www
- Stacking prediction for a binary outcome. In Compstat 2012, pages 271-282, Limassol, Cyprus, 2012. www
- Kernel discrimination and explicative features: an operative approach. In Compstat 2012, pages 507-518, Limassol, Cyprus, 2012. www
Divers
2011
Articles de revue
- Variable selection in discriminant analysis based on Gram-Schmidt process. In Journal of Beijing University of Aeronautics and Astronautics, 37 (8): 958-961, 2011. www
Livres
- Approches non-paramétriques en régression. Editions Technip, 2011. www
Articles de conférence
- Approche bayesienne des modèles `a équations structurelles utilisant léxpansion paramétrique. In 43. Journées de Statistique, Tunis, Tunisia, 2011. www
- A Semi-Supervised Hybrid System to Enhance the Recommendation of Channels in terms of Campaign ROI. In CIKM'11, 20th ACM Conference on Information and Knowledge Management, pages 2265-2268, Glasgow, United Kingdom, 2011. www
- A comparison between latent semantic analysis and correspondence analysis. In CARME 2011 International conference on Correspondence Analysis and Related Methods, pages 20, Rennes, France, 2011. www
- Une méthode de traitement des refusés dans le processus d'octroi de crédit. In 43émes Journées de Statistique, Tunis, Tunisia, 2011. www
- A semi-supervised recommender system to predict online job offer performance. In Theory and Application of High-dimensional Complex and Symbolic Data Analysis in Economics and Management Science, Beijing, China, 2011. www
2010
Articles de revue
- The NIPALS Algorithm for Missing Functional Data. In Revue roumaine de mathématiques pures et appliquées, 55 (4): 315-326, 2010. www
- Using basis expansions for estimating functional PLS regression: Applications with chemometric data. In Chemometrics and Intelligent Laboratory Systems, 104 (2): 289-305, 2010. doi www
- Comparing partitions of two sets of units based on the same variables. In Advances in Data Analysis and Classification, 4 (1): 53-64, 2010. doi www
Livres
- Analyse statistique des données longitudinales. Editions Technip, 2010. www
Chapitres d'ouvrage
- Conjoint Use of Variables Clustering and PLS Structural Equations Modeling. In Handbook of Partial Least Squares,, pages 235-246, Springer Berlin Heidelberg, 2010. doi www
Articles de conférence
- Classification supervisée et données fonctionnelles. In SFC'2010, 17èmes rencontres de la Société Francophone de Classification, Saint Denis de la Réunion, France, 2010. www
- Contributions to Bayesian Structural Equation Modeling. In COMPSTAT'2010, 19th International Conference on Computational Statistics, Paris, pages 469-476, Paris, France, 2010. www
- Modèles de comptage appliqués aux décisions de candidature aux offres démploi sur le web. In 42èmes Journées de Statistique, Marseille, France, France, 2010. www
- WCUM pour l'analyse d'un site web. In 10e conférence internationale sur l'Extraction et la Gestion des Connaissances EGC'2010, pages 45-52, Hammamet, Tunisia, 2010. www
- e-Recrutement : recherche de mots-clés pertinents dans le titre des annonces démploi. In JADT'2010, 10th International Conference on Statistical Analysis of Textual Data, Rome, Italy, 2010. www
- On the Number of Clusters in Block Clustering Algorithms. In 23rd International FLAIRS Conference, pages 392-397, Florida, United States, Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference (FLAIRS 2010) , 2010. www
- Approche bayésienne des modèles `a équations structurelles. In 42èmes Journées de Statistique, Marseille, France, 2010. www
- On the use of Weighted Regression in Conjoint Analysis. In COMPSTAT'2010, 19th International Conference on Computational Statistics, pages 777-784, Paris, France, 2010. www
- Détermination du nombre de classes dans les méthodes de bipartitionnement. In 17émes Rencontres de la Société Francophone de Classification, pages 119-122, Saint-Denis de la Réunion, France, 2010. www
- Anticipated and Adaptive Prediction in Functional Discriminant Analysis. In COMPSTAT'2010, 19th International Conference on Computational Statistics, pages 189-198, Paris, France, 2010. www
- A Clusterwise Center and Range Regression Model for Interval-Valued Data. In COMPSTAT'2010, 19th International Conference on Computational Statistics, pages 461-468, Paris, France, 2010. www
Divers
- Automatic Categorization of Job Postings. , Poster. www
Actes de colloque
- Proceedings of COMPSTAT'2010. Physica Verlag, Paris, France, 2010. www
Non publié
- 'Zero' Option in Conjoint Analysis:. , working paper or preprint. doi www
2009
Articles de revue
- 多元线性回归模型的聚类分析方法研究. In Xitong Fangzhen Xuebao/Acta Simulata Systematica Sinica, 21: 7048-7056, 2009. www
Chapitres d'ouvrage
- Principal Component Analysis: application to Statistical Process Control. In Data Analysis, pages 1-23, ISTE, 2009. doi www
Articles de conférence
- Contr^ole multivarié de procédés par lots `a l'aide de Statis. In 41èmes Journées de Statistique, SFdS, Bordeaux, Bordeaux, France, France, 2009. www
- Determining the number of clusters in CROKI2 algorithm. In MSDM'09 - Meeting on Statistics and Data Mining, pages 143-148, Hammamet, Tunisia, 2009. www
- PLS Regression with Functional Predictor and Missing Data. In PLS'09,6th Int. Conf. on Partial Least Squares and Related Methods, pages 17-22, Pékin, China, 2009. www
- Models for Understanding versus Models for Prediction. In MSDM'09, Hammamet, Tunisia, 2009. www
- Comparing partitions of different units based on same questionnaire. In Symposium on Mathematical Sciences, Beyrouth, Lebanon, 2009. www
- An Approach for PLS Regression Modeling of Functional Data. In 6th International Conference on Partial Least Squares and Related Methods (PLS'09), pages 28-33, Electronic Industry Press, Pékin, China, Proceedings of the 6th International Conference on Partial Least Squares and Related Methods (PLS'09) , 2009. www
- Un modèle `a variables latentes pour le traitement de données hybrides issues de comparaison interlaboratoires. In 41èmes Journées de Statistique, SFdS, Bordeaux, Bordeaux, France, 2009. www
- Block clustering for web pages categorization. In IDEAL 2009: Intelligent Data Engineering and Automated Learning, pages 260-267, Springer, Burgos, Spain, Lecture Notes in Computer Science 5788, 2009. doi www
- Batch Process Monitoring by Three-way Data Analysis Approach. In ASMDA'09 XIII International Conference on Applied Stochastic Models and Data Analysis, pages 294-298, Vilnius, Lithuania, 2009. www
- Supervised and Unsupervised Linear Methods for Functional Data Analysis. In ASMDA'09, pages xx, Vilnius, Lithuania, 2009. www
Divers
2008
Articles de revue
- Automatic identification of bird targets with radar via patterns produced by wing flapping. In Journal of the Royal Society Interface, 5 (26): 1041-1053, 2008. doi www
- Clustering and Disjoint Principal Component Analysis. In Computational Statistics and Data Analysis, 53 (8): 3194-3208, 2008. doi www
- Gram-Schmidt regression and application in cutting tool abrasion prediction. In Journal of Beijing University of Aeronautics and Astronautics, 34 (6): 729-733, 2008. www
- Web Content Data Mining : la classification croisée pour l'analyse textuelle d'un site Web. In Revue des Nouvelles Technologies de l'Information, RNTI-E11: 43-54, 2008. www
Articles de conférence
- Multiple Imputation and Multidimensional Scaling Applied to a k-means Method. In COMPSTAT'08, Porto, Portugal, 2008. www
- Adaptive Forecasting on Functional Data. In SIS'08, Arcavata di Rende, Italy, 2008. www
- Le bi-partitionnement : Etat de l'art sur les approches et les algorithmes. In Ecol'IA'08, Hammamet, Tunisia, 2008. www
- Models for Understanding versus Models for Prediction. In Compstat 2008, pages 315-322, Physica-Verlag HD, Porto, Portugal, 2008. doi www
- Zero option in conjoint analysis, A new specification of the indecision and the refusal. Application to the Video on Demand market. In SIS'08, Cosenza, Italy, 2008. www
Divers
2007
Articles de revue
- Une procédure de réduction du nombre de paires en analyse conjointe. In Journal de la Societe Franc caise de Statistique, 148: 57-76, 2007. www
- Kernel logistic PLS: a tool for supervised nonlinear dimensionality reduction and binary classification. In Computational Statistics and Data Analysis, 51 (9): 4083-4100, 2007. doi www
- Combined use of association rules mining and clustering methods to find relevant links between binary rare attributes in a large data set. In Computational Statistics and Data Analysis, 52 (1): 596-613, 2007. doi www
- PLS classification of functional data. In Computational Statistics, 22: 223-235, 2007. doi www
Chapitres d'ouvrage
- PCR and PLS for Clusterwise Regression on Functional Data. In Selected Contributions in Data Analysis and Classification, pages 589-598, Springer, 2007. www
Articles de conférence
- Resampling ROC curves. In IASC'07 International Association for Statistical Computing,, pages xx, Aveiro, Portugal, 2007. www
- Discriminant analysis on functional data. In XV Congresso Annual da Sociedade Portuguesa de Estadistica, Lisbonne, Portugal, 2007. www
- Lénseignement `a distance en statistique : technologie et pédagogie. In 39èmes Journées de Statistique, pages xx, Angers, France, 2007. www
- Linear methods for regression and classification with functional data. In IASC-ARS'07 special Conf., pages xx, Séoul, South Korea, 2007. www
- Model Selection and Predictive Inference. In Trends and Challenges in Applied Mathematics, pages 92-97, Matrix Rom, Bucarest, Romania, Trends and Challenges in Applied Mathematics , 2007. www
- Discussion on Importance of Variable Selection in PLS1 Modeling. In PLS'07 5th Int. Symp. on PLS and related methods, Oslo, Oslo, Norway, 2007. www
- The Response Surface as Explorative Tool in Multiple Correspondence Analysis. In CARME'07, Correspondence Analysis and Related Methods, Rotterdam, Netherlands, 2007. www
- A nonlinear PLS path modeling based on monotonic B-spline transformations. In 5th International symposium on PLS and related methods (PLS'07), pages 112-115, Matforsk, Norway, Proceedings of the 5th International symposium on PLS and related methods (PLS'07) , 2007. www
2006
Livres
- Analyse statistique des données spatiales. Editions Technip, 2006. www
Chapitres d'ouvrage
- Correspondence analysis and classification. In Multiple Correspondence Analysis and Related Methods, pages 371-392, Chapman and Hall/CRC, 2006. www
- Epidémiologie et Data Mining ou fouille de données. In L'épidémiologie humaine,, pages 129-136, EDP-Sciences, 2006. www
Articles de conférence
- Méthodes de classification pour léxtraction de règles. In SFC'06. Rencontres de la Société Francophone de Classification, pages 4, Metz, France, 2006. www
- Une comparaison expérimentale entre les approches PLS et LISREL. In 38èmes Journées de Statistique, Clamart, France, 2006. www
- Statistical Methods and Credit Scoring. In JOCLAD'06, Lisbonne, Portugal, 2006. www
- Une comparaison de certains indices de pertinence des règles d'association. In EGC 06 Extraction et Gestion des Connaissances, pages 561-568, Lille, France, Actes des sixièmes journées Extraction et Gestion des Connaissances, RNTI 06, 2006. www
- Classification préalable `a la recherche de règles d'association. In RIAS'06 Rencontres Inter-Associations sur le thème de la classification, pages 1, Lyon, France, 2006. www
- Model assessment. In KNEMO'06 Knowledge Extraction and Modeling, Capri, Italy, 2006. www
- Dealing with missing data in a k-means method - A simulation based approach. In COMPSTAT 2006, pages 182, X, Italy, 2006. www
- Credit scoring, statistique et apprentissage. In EGC'06, Lille, France, Extraction et Gestion des Connaissances 2006 RNTI E6, 2006. www
- Anticipated prediction in discriminant analysis on functional data for binary response. In COMPSTAT'06, 17th Symposium on Computational Statistics, pages 821-828, Rome, Italy, 2006. www
2005
Articles de revue
- PLS regression on a stochastic process. In Computational Statistics and Data Analysis, 48: 149-158, 2005. doi www
- Clusterwise PLS regression on a stochastic process. In Computational Statistics and Data Analysis, 49: 99-108, 2005. doi www
Livres
- Modèles statistiques pour données qualitatives. Editions Technip, 2005. www
Chapitres d'ouvrage
- Les classes latentes. In Modèles statistiques pour données qualitatives, pages 71-82, Editions Technip, 2005. www
Articles de conférence
- Utilisation conjointe des règles d'association et de la classification de variables. In 37 èmes Journées de Statistique, Pau, France, 2005. www
- Une étude comparative de logiciels de prévision automatique de séries chronologiques. In 37èmes Journées de Statistique, Pau, France, 2005. www
- Kernel logistic PLS: a new tool for complex classification. In ASMDA'05 XIth Int. Symp. on Applied Stochastic Models and Data Analysis, pages 441-451, Brest, France, 2005. www
- Customer satisfaction and PLS structural equation modeling. An application to automobile market. In ASMDA'05 XIth Int. Symp. on Applied Stochastic Models and Data Analysis., pages 756-763, Brest, France, 2005. www
- Conjoint use of variables clustering and PLS structural equations modelling. In PLS'05 4th Int. Symp. on PLS and related methods, Barcelona, Spain, 2005. www
- New techniques to compare partitions of different units based on same surveys. In 3rd world Conf. on Computational Statistics Data Analysis, Limassol, Cyprus, 2005. www
- PLS discriminant analysis for functional data. In ASMDA'05 XIth Int. Symp. on Applied Stochastic Models and Data Analysis, pages 653-661, Brest, France, 2005. www
- Combined use of association rules mining and clustering methods. In 3rd world Conf. on Computational Statistics Data Analysis, Limassol, Cyprus, 2005. www
- Some Statistical Aspects of Credit Scoring. In 3rd world Conf. on Computational Statistics Data Analysis, Limassol, Cyprus, 2005. www
- PLS classification of functional data. In PLS'05 4th Int. Symp. on PLS and related methods, Barcelone, Spain, 2005. www
- Kano's satisfaction model applied to External Preference Mapping : a new way to handle non linear relationships between hedonic evaluations and product characteristics. In PLS'05 4th Int. Symp. on PLS and related methods, Barcelona, Spain, 2005. www
2004
Articles de revue
- Une Méthodologie pour la Comparaison de Partitions. In Revue de Statistique Appliquée, 52: 97-120, 2004. www
- Some Measures of Agreement Between Close Partitions. In Student, 5: 1-12, 2004. www
Chapitres d'ouvrage
- Missing Data and Imputation Methods in Partition of Variables. In Classification, Clustering, and Data Mining Applications, pages 631-637, Springer, Studies in Classification, Data Analysis , and Knowledge Organisation , 2004. doi www
- PLS Approach for clusterwise linear regression on functional data. In Classification, Clustering, and Data Mining Applications, pages 167-176, Springer, Classification, Clustering and Data Mining Applications , 2004. doi www
Articles de conférence
- Coefficiente de affinidade em classificac c~ao com dados omissos. Uma Aplicac c~ao a Dados Reais. In JOCLAD 2004. XI Jornadas de Classificac c~ao e An'alise de Dados, Lisbonne, Portugal, 2004. www
- The St@tNet Project for Teaching Statistics. In COMPSTAT 2004. 16th Symposium on Computational Statistics, pages 417-428, Physica Verlag - Springer, Prague, Czech Republic, COMPSTAT 2004 - Proceedings in Computational Statistics , 2004. doi www
2003
Articles de revue
- Mesures de distance entre modalités de variables qualitatives; application `a la classification. In Revue de Statistique Appliquée, 51 (2): 75-90, 2003. www
- A Simple Rule for the Selection of Principal Components. In Communications in Statistics - Theory and Methods, 32 (3): 643-666, 2003. doi www
- Sur l'utilisation de l'analyse conjointe en cas de réponses incomplètes ou de non-réponses. In Revue de Statistique Appliquée, 51 (4): 31-55, 2003. www
- On the Connection Between the Distribution of Eigenvalues in Multiple Correspondence Analysis and Log-Linear Models. In REVSTAT - Statistical Journal, 1: 42-79, 2003. www
Chapitres d'ouvrage
- Analyse en composantes principales. In Analyse des données, pages 19-42, Hermes, 2003. www
Articles de conférence
- On the connection between the distribution of eigenvalues in multiple correspondence analysis and log-linear analysis. In CARME2003: Correspondence Analysis and Related Methods, Barcelone, Spain, 2003. www
- A control chart approach to select eigenvalues in principal component and correspondence analysis. In 54th Session of the International Statistical Institute, Berlin, Germany, 2003. www
- Correspondence Analysis and Classification. In CARME2003: Correspondence Analysis and Related Methods, Barcelone, Spain, 2003. www
- Sur des indices de comparaison de deux classifications. In SFC'03 10 èmes rencontres de la Société Francophone de Classification, pages 177-180, Neuchatel, Switzerland, 2003. www
- Discussion on IPM 71: Educational implications of statistical method and modelling developments in psychometry. In 54th Session of the International Statistical Institute, Berlin, Germany, Bulletin of the International Statistical Institute , 2003. www
- Efeito de um Método de Imputac c~ao M'ultipla em Classificac c~ao Hier'arquica de Vari'aveis. In JOCLAD 2003: X Jornadas de Classificac c~ao e An'alise de Dados, Aveiro, Portugal, 2003. www
- Classification hiérarchique ascendante avec imputation multiple de données manquantes. In SFC' 03 10èmes rencontres de la Société Francophone de Classification, pages 59-62, Neuchatel, Switzerland, Actes des 10èmes rencontres de la Société Francophone de Classification , 2003. www
Divers
- St@tNet: an assessment and new developments. , Poster - Berlin 11-12 aout 2003. www
2002
Articles de revue
- Régression PLS sur un processus stochastique. In Revue de Statistique Appliquée, 50 (2): 27-45, 2002. www
- Data fusion and data grafting. In Computational Statistics and Data Analysis, 38 (4): 465-473, 2002. doi www
Livres
- Multivariate Total Quality Control. Physica Verlag - Springer, 2002. www
- Méthodes bayesiennes en statistique. Editions Technip, 2002. www
Articles de conférence
- Comparing two partitions: Some Proposals and Experiments. In COMPSTAT 2002, pages 243-248, Physica-Verlag Springer, Berlin, Germany, COMPSTAT Proceedings in Computational Statistics , 2002. www
- Missing Data in Hierarchical Classification of Variables, a simulation study. In IFCS 2002, pages 121-128, Springer, Krakow, Poland, Classification, Clustering, and Data Analysis , 2002. www
- Dados omissos em Classificac c~ao hier'arquica de vari'aveis e o algoritmo NIPALS. In JOCLAD 2002, Lisbonne, Portugal, 2002. www
- St@tNet, An Internet Based Software For Teaching Introductory Statistics. In ICOTS 6 International Conference On Teaching Statistics, Cape Town, South Africa, Proceedings ICOTS 6 , 2002. www
- Méthode multivariée de fusion statistique de fichiers de données appliquée au marché résidentiel de l'électricité. In 3ème Colloque Francophone sur les Sondages, Autrans, France, 2002. www
- Clusterwise PLS regression on a stochastic process. In COMPSTAT 2002. 15th Conference on Computational Statistics, Berlin, Germany, 2002. www
- Méthode multivariée de fusion statistique de fichiers appliquée au marché résidentiel de l'électricité. In 34èmes Journées de Statistique, Bruxelles, Belgium, 2002. www
Rapports
2001
Articles de revue
- Data mining et statistique. In Journal de la Societe Franc caise de Statistique: 81-84, 2001. www
Articles de conférence
- On a statistical Sofware package for non-expert users. In ETK & NTTS 2001, pages 903-905, Hersonissos, Greece, New Techniques and Technologies for Statistics : Exchange of Technology and Know-how , 2001. www
- Missing Data in Hierarchical Classification - a study with Personality developpment data. In ASMDA 2001, Compiègne, France, 2001. www
- A new Method to Match Data Sets Applied to Electric Market. In NTTS-ETK : New Techniques and Technologies for Statistics, Exchange of Technology and Know-how, pages 725-733, Hersonissos, Greece, 2001. www
- Concordance entre deux Partitions : quelques propositions et expériences. In SFC 2001: 8èmes rencontres de la Société Francophone de Classification, Pointe `a Pitre, France, 2001. www
- Comparability of Statistical Concepts in Labour Force Surveys. In ETK & NTTS 2001, pages 907-910, Office for Official Publications of the European Communities, Hersonissos, Greece, New Techniques and Technologies for Statistics : Exchange of Technology and Know-how , 2001. www
- PLS regression on a stochastic process. In ASMDA'01: 10th International Symposium on Applied Stochastic Models and Data Analysis, Compiegne, France, 2001. www
- PLS regression on a stochastic process. In PLS'01. Second International Symposium on PLS and related methods, Capri, Italy, 2001. www
- Missing Data in Hierarchical Classification, a study with personality development data. In EMPG 2001 32nd European Mathematical Psychology Group Meeting, Lisbonne, Portugal, 2001. www
- Specifications of a Site for Distance Learning in Official Statistics. In NTTS & ETK 2001 New Trends and Technologies for Statistics, pages 933-936, Hersonissos, Greece, Proceedings NTTS & ETK 2001 , 2001. www
- Régression PLS sur un processus stochastique. In 33 èmes Journées de Statistique, Nantes, France, 2001. www
2000
Articles de conférence
- Data Fusion and Data grafting. In NMDM 2000: International meeting on Nonlinear Methods and Data Mining,, Rome, Italy, 2000. www
- Teaching Statistics with Internet: Available Resources and the St@tNet Project. In EADTU 2000: European Association of Distance Teaching Universities Millenium conference, Paris, France, 2000. www
- Data Mining and Official Statistics. In Quinta Conferenza Nationale di Statistica, pages 41-46, Rome, Italy, 2000. www
- Fusion et greffes de données. In 5èmes Journées Modulad. Data Mining des Données Clientèle, pages 43-66, Clamart, France, Revue Modulad , 2000. www
1999
Articles de revue
- L'analyse des données. In Pour la Science. Dossier, Les mathématiques sociales (24): 36-44, 1999. www
- [book review] The Analysis of Proximity Data. B. S. Everitt and S. Rabe-Hesketh, Arnold, London, 1997. In Statistics in Medicine: 491-492, 1999. www
- [compte-rendu] Un événement : le rapport de l'Académie des Sciences sur la statistique. In Journal de la Societe Franc caise de Statistique: 74-77, 1999. www
Chapitres d'ouvrage
- Fusion de fichiers : une nouvelle méthode basée sur l'analyse homogène. In Enquêtes et sondages, pages 81-93, Dunod, 1999. www
Articles de conférence
- Some simple rules for interpreting outputs of principal components and correspondence analysis. In ASMDA 99: IX International Symposium on Applied Stochastic Models and Data Analysis, Lisbonne, Portugal, 1999. www
- Teaching Statistics with Internet: a Survey of Available Resources and the St@tNet Project. In ISI99, Helsinki, Finland, 1999. www
1998
Articles de revue
- Sur la normalité asymptotique des valeurs propres en ACM sous l'hypothèse d'indépendance des variables. In Revue de Statistique Appliquée, 46 (3): 21-35, 1998. www
- Classification d'un ensemble de variables qualitatives. In Revue de Statistique Appliquée, 46 (4): 5-26, 1998. www
Articles de conférence
- Computer assisted training in statistics : internet and multimedia : a survey of existing tools. In NTTS 1998, pages 339-344, Sorrento, Italy, 1998. www
- The unexploited mines of academic and official statistics. In AOSC : Academic and official statistics cooperation, pages 11-15, Bucarest, Romania, R& D in statistics: Academic and official statistics cooperation , 1998. www
1997
Livres
- Plans déxpériences : applications `a léntreprise. Editions Technip, 1997. www
Chapitres d'ouvrage
- Plans déxpériences et analyse conjointe: applications en marketing. In Plans déxpériences. Applications `a léntreprise, pages 451-465, Editions Technip, 1997. www
- Méthodes statistiques de discrimination. In Statistique et méthodes neuronales, pages 20-30, Dunod, 1997. www
Articles de conférence
- Data Fusion: a new method based on Homogeneity Analysis. In VIII International Symposium on Applied Stochastic Models and Data Analysis, pages 395-399, Rocco Curto Editore, Anacapri, Italy, Proc. 8th International Symposium on Applied Stochastic Models and Data Analysis ASMDA '97 , 1997. www
- Classificazione, analisi dei dati e modelli di conjoint analysis come strumenti integrati per le ricerche di mercato. In La Statistica per le imprese, pages 15-32, Torino, Italy, Atti del convegno 1, 1997. www
- Problèmes posés par la comparaison de classification dans des enquêtes différentes,. In 51ème session de l'Institut International de Statistique, Istanbul, Turkey, 1997. www
1996
Articles de revue
- Review of Michael J. Greenacre, Theory and Application of Correspondence Analysis. In Journal of Classification: 165-166, 1996. www
Livres
- Analiza datelor si informatica: cu aplicatii la studii de piata si sondaje de opinie. Editura Economica, 1996. www
- L'analyse des données évolutives. Editions Technip, 1996. www
Articles de conférence
- L'analyse harmonique qualitative, une synthèse de la théorie. In Recolecci'on y an'alisis de datos longitudinales, pages 111-120, Bogota, Colombia, Memorias del seminario de capacitaci'on e investigaci'on ''Recolecci'on y an'alisis de datos longitudinales'' , 1996. www
1995
Articles de revue
- Période opérationnelle moyenne de la carte de moyennes mobiles équipondérées pour le contr^ole du centrage d'un procédé. In Revue de Statistique Appliquée, 43 (3): 5-20, 1995. www
- A General Family Of Probability Distributions. In Annales de l'ISUP, XXXIX (2): 71-93, 1995. www
Articles de conférence
- How car advertising works. In ESOMAR Seminar on Advertising Sponsorship and Promotions Understanding and Measuring the Effectiveness of Commercial Communications, pages 27-44, Madrid, Spain, Seminar 1995: Advertising, Sponsorship And Promotions , 1995. www
1994
Articles de revue
- Une méthode de Discrimination non paramétrique. In Revue de Statistique Appliquée, 42 (2): 99-113, 1994. www
1993
Chapitres d'ouvrage
- Notions sur les méthodes factorielles. In Traitements statistiques des enquêtes, pages 75-89, Dunod, 1993. www
Articles de conférence
- A computer aided software for teaching statistics. In First Scientific Meeting of the IASE, pages 253-254, Pérouse, Italy, Proceedings of the First Scientific Meeting of the IASE , 1993. www
- About the selection of the number of components in correspondence analysis. In ASMDA 1993: 6th International Symposium on Applied Stochastic Models and Data Analysis, pages 846-856, World Scientific, Chania, Greece, Applied Stochastic Models and Data Analysis , 1993. www
1992
Articles de conférence
- El Analisis Discriminante. In VIII Simposio Métodos Matem`aticos aplicados a las Ciencias, pages 75-102, Editorial de la Universidad de Costa Rica, San José, Costa Rica, Métodos Matem`aticos aplicados a las Ciencias: VII y VIII Simposios , 1992. www
- Los métodos y las aplicaciones del credit-scoring. In VIII Simposio Métodos Matem`aticos aplicados a las Ciencias, pages 103-109, Editorial de la Universidad de Costa Rica, San José, Costa Rica, Métodos Matem`aticos aplicados a las Ciencias: VII y VIII Simposios , 1992. www
1990
Chapitres d'ouvrage
- Introduction `a la discrimination ; problématiques et méthodes. In Analyse discriminante sur variables continues, pages 5-13, Inria, 1990. www
Articles de conférence
- Simultaneous Analysis of Qualitative and Quantitative Data. In Societa Italiana di Statistica. XXXV riunione scientifica, pages 62-72, CEDAM, Padova, Italy, Atti della XXXV riunione scientifica 1, 1990. www
1988
Articles de conférence
- Les méthodes et les applications du credit-scoring. In 34textdegree Riunione Scientifica della Sociéta Italiana di Statistica, pages 19-26, Siena, Italy, Atti 34textdegree Riunione Scientifica della Sociéta Italiana di Statistica , 1988. www
1987
Articles de conférence
- About maximal association criteria in linear analysis and in cluster analysis. In Conference of the Internat. Federation of Classification Societies (IFCS),, pages 541-550, North-Holland, Aachen, Germany, Classification and related methods of data analysis , 1987. www
1986
Articles de conférence
- Régions de confiance en analyse factorielle. In Fourth International Symposium on Data Analysis and Informatics, pages 499-508, Elsevier Science Publishers, Versailles, France, Data Analysis and Informatics IV, 1986. www
1985
Articles de revue
- Data analysis for numerical and categorical individual time-series. In Applied Stochastic Models and Data Analysis, 1 (2): 109-119, 1985. doi www
Chapitres d'ouvrage
- Multidimensional data analysis for categorical variables. In Measuring the Unmeasurable, pages 317-337, Springer, 1985. www
Articles de conférence
- Correspondence analysis for categorical stochastic processes. In Advances in Multivariate Analysis, pages 365-376, Calcutta, India, Procedings of the International Conference on Advances in Multivariate Analysis , 1985. www
1983
Articles de revue
- Correspondence analysis, with an extension towards nominal time series. In Journal of Econometrics, 22 (1-2): 169-189, 1983. doi www
Chapitres d'ouvrage
- Multidimensional data analysis and quantification of categorical variables. In New Trends in Data Analysis and Applications, pages 73-97, Elsevier Science Publishers (North-Holland), 1983. www
Articles de conférence
- Méthodes non paramétriques en analyse discriminante - quelques propositions nouvelles. In Third International Symposium on Data Analysis and Informatics, pages 591-605, North-Holland, Versailles, France, Data Analysis and Informatics 3, 1983. www
1982
Articles de conférence
- Multidimensional analysis of panel data. In Joint Meeting of the Psychometric Society and the Classification Society, Montréal, Canada, 1982. www
- About fuzzy discrimination. In COMPSTAT 1982 5th Symposium on Computational Statistics, pages 224-229, Physica Verlag, Heidelberg, Toulouse, France, COMPSTAT 1982 , 1982. www
1981
Thèses et habilitations
1980
Livres
- L'analyse des données. PUF, Que Sais-je ? , 1980. www
Articles de conférence
- About some remarkable properties of generalized canonical analysis. In European Meeting of the Psychometric Society, Groningen, Netherlands, 1980. www
1979
Articles de revue
- Pondération optimale de variables qualitatives en analyse des données. In Statistique et analyse des données, 4 (3): 19-31, 1979. www
Articles de conférence
- L'analyse harmonique qualitative. In Analyse des données et Informatique, pages 375-389, North-Holland, Versailles, France, Data Analysis and Informatics , 1979. www
- Une méthodologie d'analyse discriminante sur variables qualitatives. In 2e Congrès Reconnaissance des formes et intelligence artificielle, pages 320-327, Toulouse, France, 1979. www
1977
Chapitres d'ouvrage
- Some methods of qualitative data analysis. In Recent Developments in Statistics, Proceedings of the European Meeting of Statisticians, pages 749-755, North-Holland, 1977. www
Articles de conférence
- Une méthode et un programme d'analyse discriminante sur variables qualitatives. In Analyse des données et informatique, pages 201-210, Versailles, France, Analyse des données et informatique 1, 1977. www
1976
Articles de revue
- Quelques applications des opérateurs d'Escoufier au traitement des variables qualitatives. In Statistique et analyse des données, 1 (1): 38-46, 1976. www
Articles de conférence
- Discriminant analysis when all the variables are nominal, a stepwise method. In Spring Meeting of the Psychometric Society, Murray Hill, NJ, United States, 1976. www
1975
Articles de revue
- Dépendance et codages de deux variables aléatoires. In Revue de Statistique Appliquée, 23 (1): 43-63, 1975. www
Articles de conférence
- Generalized canonical analysis of qualitative data. In Theory methods and applications of multidimensional scaling and related techniques, San Diego, United States, 1975. www