Gilbert Saporta

According to our database, Gilbert Saporta authored at least 37 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Special issue on "New methodologies in clustering and classification for complex and/or big data".

Paula Brito, Andrea Cerioli, Luis Angel García-Escudero, Gilbert Saporta

Adv. Data Anal. Classif., September, 2024

Enhancing Explainability in Predictive Maintenance : Investigating the Impact of Data Preprocessing Techniques on XAI Effectiveness.

Mouhamadou-Lamine Ndao, Genane Youness, Ndèye Niang, Gilbert Saporta

Proceedings of the Thirty-Seventh International Florida Artificial Intelligence Research Society Conference, 2024

2023

Sparse correspondence analysis for large contingency tables.

Ruiping Liu, Ndeye Niang, Gilbert Saporta, Huiwen Wang

Adv. Data Anal. Classif., December, 2023

Une revue systématique de la littérature autour du biais, de l'équité et de l'explicabilité.

Mouhamadou-Lamine Ndao, Genane Youness, Ndèye Niang, Gilbert Saporta

Proceedings of the Conférence Nationale en Intelligence Artificielle, 2023

2021

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

Tingting Huang, Gilbert Saporta, Huiwen Wang, Shanshan Wang

Adv. Data Anal. Classif., 2021

2020

Ultra-high dimensional variable screening via Gram-Schmidt orthogonalization.

Huiwen Wang, Ruiping Liu, Shanshan Wang, Zhichao Wang, Gilbert Saporta

Comput. Stat., 2020

2019

Incremental modelling for compositional data streams.

Yuan Wei, Huiwen Wang, Shanshan Wang, Gilbert Saporta

Commun. Stat. Simul. Comput., 2019

2018

Training data scientists: a few challenges.

Gilbert Saporta

Int. J. Data Sci. Anal., 2018

Clusterwise analysis for multiblock component methods.

Stéphanie Bougeard, Hervé Abdi, Gilbert Saporta, Ndeye Niang

Adv. Data Anal. Classif., 2018

2017

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

Julia Geronimi, Gilbert Saporta

Comput. Stat. Data Anal., 2017

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

Caterina Liberati, Furio Camillo, Gilbert Saporta

Adv. Data Anal. Classif., 2017

2014

Data Mining and Official Statistics: The Past, the Present and the Future.

Hossein Hassani, Gilbert Saporta, Emmanuel Sirimal Silva

Big Data, 2014

A simple and robust scoring technique for binary classification.

Charles Gomes, Hisham Noçairi, Marie Thomas, Jean-François Collin, Gilbert Saporta

Artif. Intell. Res., 2014

2012

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

Anne Bernard, Arthur Tenenhaus, Jean-François Zagury, Gilbert Saporta, Christiane Guinot

Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

2011

A hybrid recommender system to predict online job offer performance.

Julie Séguéla, Gilbert Saporta

Proceedings of the Advances in Theory and Applications of High Dimensional and Symbolic Data Analysis, 2011

A semi-supervised hybrid system to enhance the recommendation of channels in terms of campaign roi.

Julie Séguéla, Gilbert Saporta

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010

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

Genane Youness, Gilbert Saporta

Adv. Data Anal. Classif., 2010

On the Number of Clusters in Block Clustering Algorithms.

Malika Charrad, Yves Lechevallier, Mohamed Ben Ahmed, Gilbert Saporta

Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

WCUM pour l'analyse d'un site web.

Malika Charrad, Yves Lechevallier, Mohamed Ben Ahmed, Gilbert Saporta

Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

Anticipated and Adaptive Prediction in Functional Discriminant Analysis.

Cristian Preda, Gilbert Saporta, Mohamed Hadj Mbarek

Proceedings of the 19th International Conference on Computational Statistics, 2010

List of Supplementary Contributed and Invited Papers Only Available on springerlink.com.

Yves Lechevallier, Gilbert Saporta

Proceedings of the 19th International Conference on Computational Statistics, 2010

Contributions to Bayesian Structural Equation Modeling.

Séverine Demeyer, Nicolas Fischer, Gilbert Saporta

Proceedings of the 19th International Conference on Computational Statistics, 2010

A Clusterwise Center and Range Regression Model for Interval-Valued Data.

Francisco de A. T. de Carvalho, Gilbert Saporta, Danilo N. Queiroz

Proceedings of the 19th International Conference on Computational Statistics, 2010

2009

Clustering and disjoint principal component analysis.

Maurizio Vichi, Gilbert Saporta

Comput. Stat. Data Anal., 2009

Block Clustering for Web Pages Categorization.

Malika Charrad, Yves Lechevallier, Mohamed Ben Ahmed, Gilbert Saporta

Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

Détermination du nombre des classes dans l'algorithme CROKI de classification croisée.

Malika Charrad, Yves Lechevallier, Gilbert Saporta, Mohamed Ben Ahmed

Proceedings of the Extraction et gestion des connaissances (EGC'2009), 2009

2008

Some Recent Trends in Applied Stochastic Modeling and Multidimensional Data Analysis.

Patrice Bertrand, Gilbert Saporta

Comput. Stat. Data Anal., 2008

Web Content Data Mining : la classification croisée pour l'analyse textuelle d'un site Web.

Malika Charrad, Yves Lechevallier, Gilbert Saporta, Mohamed Ben Ahmed

Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008

2007

PLS classification of functional data.

Cristian Preda, Gilbert Saporta, Caroline Lévéder

Comput. Stat., 2007

Kernel logistic PLS: A tool for supervised nonlinear dimensionality reduction and binary classification.

Arthur Tenenhaus, Alain Giron, Emmanuel Viennet, Michel Béra, Gilbert Saporta, Bernard Fertil

Comput. Stat. Data Anal., 2007

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

Marie Plasse, Ndeye Niang, Gilbert Saporta, Alexandre Villeminot, Laurent Leblond

Comput. Stat. Data Anal., 2007

2006

Credit scoring, statistique et apprentissage.

Gilbert Saporta

Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

Une comparaison de certains indices de pertinence des règles d'association.

Marie Plasse, Ndeye Niang, Gilbert Saporta, Laurent Leblond

Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

2005

Clusterwise PLS regression on a stochastic process.

Cristian Preda, Gilbert Saporta

Comput. Stat. Data Anal., 2005

PLS regression on a stochastic process.

Cristian Preda, Gilbert Saporta

Comput. Stat. Data Anal., 2005

2002

Comparing Two Partitions: Some Proposals and Experiments.

Gilbert Saporta, Genane Youness

Proceedings of the COMPSTAT 2002, 2002

2001

Fusion et greffes de données.

Gilbert Saporta, Nicolas Fischer

Monde des Util. Anal. Données, 2001