Recherche

Accueil CEDRIC > Publications > Article > Liste >

Liste des publications

2018

Revue Internationale avec comité de lecture

[MTR18] P. Massera, L. Trinchera, G. Russolillo. "Evaluating the presence of marketing capabilities: A multidimensional, hierarchical index", Recherche et Applications en Marketing (English Edition), pp. 2051570718759003, 2018, (doi:10.1177/2051570718759003)

2017

Conférence Internationale avec comité de lecture

[Sap17c] G. Saporta. "Clusterwise methods, past and present", 61 World Statistics Congress, July 2017, pp.xx, Marrakech, Maroc,
[HFN17] M. Hocine, N. Feropontova, N. Niang Keita, K. Ait-Bouziad , G. Saporta. "Importance of factors contributing to work-related stress: comparison of four metrics", ASMDA 2017, June 2017, pp.97-98, Londres, UK,

Conférence Nationale avec comité de lecture

[HAL17] M. Hocine, K. Ait-Bouziad , P. Legeron, W. Dab, G. Saporta. "Identification et hiÃ©rarchisation des facteurs psycho-sociaux liÃ©s au stress au travail", 49 Ã¨mes journÃ©es de statistique, May 2017, pp.1-8, Avignon, France,

Conférences Internationales sans actes

[BNP17] S. Bougeard, N. Niang Keita, C. Preda, G. Saporta. "Clusterwise Sparse PLS", PLS'17, Macao, Chine,

Chapitres de Livre

[PRT17] F. Petrarca, G. Russolillo, L. Trinchera. "Integrating non-metric data in Partial Least Squares Path Models: methods and application", Titre du livre: " Recent developments in partial least squares structural equation modeling: Basic concepts, methodological issues and applications", April 2017, Springer Verlag,

2016

Revue Internationale avec comité de lecture

[NGT16] H. Nocairi , C. Gomes , M. Thomas , G. Saporta. "Improving Stacking Methodology for Combining Classifiers; Applications to Cosmetic Industry", Electronic Journal of Applied Statistical Analysis, vol. 9(2), pp. 340-361, 2016, (doi:10.1285/i20705948v9n2p340)
[HAL16] M. Hocine, K. Ait-Bouziad , P. Legeron, W. Dab, G. Saporta. "How to Identify and Prioritize Psychosocial Factors Impacting Stress Level", PLoS ONE, vol. 11(6), pp. 1-11, 2016, (doi:10.1371/journal.pone.0157078)

Conférence Nationale avec comité de lecture

[NBS16] N. Niang Keita, S. Bougeard, G. Saporta. "PrÃ©diction en rÃ©gression clusterwise PLS", 48 Ã¨mes JournÃ©es de Statistique, June 2016, pp.xx, Montpellier, France,

Conférences invitées

[Sap16a] G. Saporta. "Some Sparse Methods for High Dimensional Data", H2DM'16, June 2016, pp.xx, Naples, Italie,

Directions d'ouvrages scientifiques

[AER16] H. Abdi, V. Esposito Vinzi, G. Russolillo, G. Saporta, L. Trinchera. "The Multiple Facets of Partial Least Squares Methods", August 2016, Springer Proceedings in Mathematics and Statistics, pp. 268,

2015

Conférence Internationale avec comité de lecture

[NBS15a] N. Niang Keita, S. Bougeard, G. Saporta. "Clusterwise multiblock PLS regression", CFE-CMStatistics 2015, December 2015, pp.195, Londres, Grande Bretagne,
[NBS15] N. Niang Keita, S. Bougeard, G. Saporta, H. Abdi. "Clusterwise multiblock PLS", CARME 2015, September 2015, pp.58, Naples, Italie,
[ABS15] H. Abdi, D. Beaton, G. Saporta. "Generalizing partial least squares and correspondence analysis methods to predict categorical and heterogeneous data", CARME 2015, September 2015, pp.12, Naples, Italie,
[NS15] H. Nocairi , G. Saporta. "Stacking Predictions for Multiclass Outcomes", 60th ISI World Statistics Congress, July 2015, pp.xx, Rio de Janeiro, BrÃ©sil,
[HAS15] M. Hocine, K. Ait-Bouziad , G. Saporta. "A methodological tool for work-related stress management: Importance-Performance Analysis used complementary to PLS path modelling", ASMDA 2015, July 2015, pp. xx, Le PirÃ©e, GrÃ¨ce,

2014

Conférence Internationale avec comité de lecture

[Rus14] G. Russolillo. "Extending the Non-Metric PLS approach to inwards directed path models", 8th International Conference on Partial Least Squares and Related Methods, May 2014, pp.2, Paris, France,
[HRS14] M. Hocine, G. Russolillo, G. Saporta. "A PLS Path Model for Predicting Impact of Job Characteristics on Work-Related Stress", PLS2014, May 2014, Paris, France,
[PS14] C. Preda, G. Saporta. "PLS regression for multivariate functional data", PLS2014, May 2014, Paris, France,
[Jak14] E. Jakobowicz. "A software for Generalized Structured Component Analysis", 8th International Conference on Partial Least Squares and Related Methods, May 2014, pp.109, Paris, France,

2013

Conférence Nationale avec comité de lecture

[GNT13] C. Gomes , H. Nocairi , M. Thomas , J. Collin, G. Saporta. "A Robust Strategy for Combining Several Classifiers for Small Samples and Heterogeneous Predictors ", Chimiometrie 2013, September 2013, pp.33-34, Brest, France,

Chapitres de Livre

[Jak13] E. Jakobowicz. "Variables latentes et analyse de la satisfaction", Titre du livre: "ModÃ¨les Ã variables latentes et modÃ¨les de mÃ©lange", March 2013, Technip, pp. 306, (isbn: 2710809591)

Atelier, Poster ou Démonstration dans une Conférence Internationale

[RT13] G. Russolillo, L. Trinchera. "n extension of Non-Metric approach to inwards directed PLS Path Models", SIS2014 - 47th Scientific Meeting of the Italian Statistical Society, June 2013, pp.xx, Cagliari, Italy,

2012

Revue Internationale avec comité de lecture

[Rus12] G. Russolillo. "Non-Metric Partial Least Squares", Electronic Journal of Statistics, vol. 6, pp. 1641-1669, 2012, (doi:10.1214/12-EJS724)

Conférence Internationale avec comité de lecture

[GNT12] C. Gomes , H. Nocairi , M. Thomas , F. Ibanez, J. Collin, G. Saporta. "Stacking prediction for a binary outcome", Compstat 2012, August 2012, pp.271-282, Limassol, Chypre,

2011

Conférence Nationale avec comité de lecture

[GBS11] A. Guizani, S. Benammou, G. Saporta. "UNE MÃ‰THODE DE TRAITEMENT DES REFUSÃ‰S DANS LE PROCESSUS Dâ€™OCTROI DE CRÃ‰DIT", 43 Ã¨mes JournÃ©es de Statistique, Tunis, June 2011, pp.xx, Tunis, Tunisie,

Conférences Internationales sans actes

[SS11b] G. Saporta, J. SÃ©guÃ©la. "A semi-supervised recommender system to predict online job offer performance", Theory and Application of High-dimensional Complex and Symbolic Data Analysis in Economics and Management Science, Beijing, Chine,

2010

Conférence Internationale avec comité de lecture

[JSL10a] E. Jakobowicz, V. Stan, G. Laurent. "PLS Path Modeling And Customer Satisfaction: A Model Building Strategy To Maximize Predictive Quality", 39th EMAC Conference: The Six Senses -Â– The Essentials of Marketing, Copenhagen Business School, June 2010, pp.224,

Conférences Internationales sans actes

[Jak10a] E. Jakobowicz. "Advanced topics in PLS Path Modeling using XLSTAT", ESSEC-SUPELEC 4th Research Workshop Series on â€œPLS (Partial Least Squares) Developmentsâ€, Methodological Advances and Challenging Applications,

Conférences Nationales sans actes

[Jak10b] E. Jakobowicz. "Utilisation avancÃ©e de l'approche PLS pour l'analyse des tableaux multiples avec XLSTAT", TroisiÃ¨me JournÃ©e sur les Analyses de Tableaux Multiples, CNAM, Paris,

Chapitres de Livre

[SS10] V. Stan, G. Saporta. "Conjoint Use of Variables Clustering and PLS Structural Equations Modeling", Titre du livre: "Handbook of Partial Least Squares,", January 2010, Springer, pp. 235-246, (doi: DOI 10.1007/978-3-540-32827-8 11,) (isbn: 978-3-540-32825-4)

2009

Conférences Internationales sans actes

[Jak09] E. Jakobowicz. "PLS Path Modeling and PLS regression modules in the XLSTAT software", 3rd Workshop on PLS developments, ESSEC Business School of Paris, Paris, France,

2008

Conférences Internationales sans actes

[Jak08] E. Jakobowicz. "A Comparison of Component-based Structural Equation Modelling Methods on Sensory Data", ESSEC-HEC Research Workshop Series on PLS (Partial Least Squares) Developments, Paris, Paris, France,

2007

Revue Internationale avec comité de lecture

[Bas07] P. Bastien. "Deviance residuals based PLS regression for censored data in high dimensional setting", Chemometrics and Intelligent Laboratory Systems, pp. 78-86, 2007
[JD07b] E. Jakobowicz, C. Derquenne. "A modified PLS path modeling algorithm handling reflective categorical variables and a new model building strategy", Computational Statistics & Data Analysis, vol. 51(8), pp. 3666-3678, 2007
[TGV07] A. Tenenhaus, A. Giron, E. Viennet, M. Bera, G. Saporta, B. Fertil. "Kernel logistic PLS: A tool for supervised nonlinear dimensionality reduction and binary classification", Computational Statistics & Data Analysis, vol. 51(9), pp. 4083-4100, 2007, (doi:10.1016/j.csda.2007.01.004)

Conférence Internationale avec comité de lecture

[JS07] E. Jakobowicz, G. Saporta. "A nonlinear PLS path modeling based on monotonic B-spline transformations", PLS'07 - 5th Int. symposium on PLS and related methods, Matforsk, Aas, NorvÃ¨ge, September 2007, pp.112-115,

Conférences Internationales sans actes

[SJC07a] V. Stan, E. Jakobowicz, M. Calciu. "La satisfaction et la fidÃ©litÃ© envers un portail Internet - une application de nouvelles mÃ©thodes de construction d'un modÃ¨le structurel pour des thÃ©ories en cours de dÃ©veloppement", ECIG'07, eCommerce et Gouvernance de l'Â’Internet, Sousse, Tunisie, Sousse, Tunisie,
[Jak07a] E. Jakobowicz. "Latent variable transformation using monotonic B-splines in PLS path modeling", IASC'07 University of Aveiro, Portugal, Aveiro, Portugal,

Conférences Nationales sans actes

[Jak07] E. Jakobowicz. "Comparaison de groupes d'observations dans le cadre de l'approche PLS", 39e JournÃ©es de Statistique, Angers, Angers, France,

Mémoire de Thèse

[Jak07b] E. Jakobowicz. "Contributions aux modÃ¨les d'Ã©quations structurelles Ã variables latentes", Soutenue le: 01 January 2007, pp. 204,

2006

Conférence Internationale avec comité de lecture

[Jak06b] E. Jakobowicz. "Understanding PLS path modeling parameters estimates: a study based on Monte Carlo simulation and customer satisfaction surveys", COMPSTAT'06, 17th Symposium on Computational Statistics, Rome, September 2006, pp.721-728,

Conférences Nationales sans actes

[Jak06] E. Jakobowicz. "MÃ©thodes pour la construction du modÃ¨le conceptuel en vue de l'application de l'approche PLS", 38e journÃ©es de Statistique, Clamart, Clamart, France,

2005

Conférence Internationale avec comité de lecture

[SS05b] V. Stan, G. Saporta. "Conjoint use of variables clustering and PLS structural equations modelling", PLS'05 4th Int. Symp. on PLS and related methods, Barcelona, Spain, January 2005,