Gilbert Saporta

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 10

Top Topics

Kernel Discriminant Analysis

Data Preprocessing

Binary Classification

Top Venues

Adv. Data Anal. Classif.

Artif. Intell. Res.

Comput. Stat. Data Anal.

Publications

Mouhamadou-Lamine Ndao, Genane Youness, Ndèye Niang, Gilbert Saporta
Enhancing Explainability in Predictive Maintenance : Investigating the Impact of Data Preprocessing Techniques on XAI Effectiveness. FLAIRS (2024)
Ruiping Liu, Ndeye Niang, Gilbert Saporta, Huiwen Wang
Sparse correspondence analysis for large contingency tables. Adv. Data Anal. Classif. 17 (4) (2023)
Mouhamadou-Lamine Ndao, Genane Youness, Ndèye Niang, Gilbert Saporta
Une revue systématique de la littérature autour du biais, de l'équité et de l'explicabilité. CNIA (2023)
Tingting Huang, Gilbert Saporta, Huiwen Wang, Shanshan Wang
A robust spatial autoregressive scalar-on-function regression with t-distribution. Adv. Data Anal. Classif. 15 (1) (2021)
Huiwen Wang, Ruiping Liu, Shanshan Wang, Zhichao Wang, Gilbert Saporta
Ultra-high dimensional variable screening via Gram-Schmidt orthogonalization. Comput. Stat. 35 (3) (2020)
Yuan Wei, Huiwen Wang, Shanshan Wang, Gilbert Saporta
Incremental modelling for compositional data streams. Commun. Stat. Simul. Comput. 48 (8) (2019)
Gilbert Saporta
Training data scientists: a few challenges. Int. J. Data Sci. Anal. 6 (3) (2018)
Stéphanie Bougeard, Hervé Abdi, Gilbert Saporta, Ndeye Niang
Clusterwise analysis for multiblock component methods. Adv. Data Anal. Classif. 12 (2) (2018)
Caterina Liberati, Furio Camillo, Gilbert Saporta
Advances in credit scoring: combining performance and interpretation in kernel discriminant analysis. Adv. Data Anal. Classif. 11 (1) (2017)
Julia Geronimi, Gilbert Saporta
Variable selection for multiply-imputed data with penalized generalized estimating equations. Comput. Stat. Data Anal. 110 (2017)
Hossein Hassani, Gilbert Saporta, Emmanuel Sirimal Silva
Data Mining and Official Statistics: The Past, the Present and the Future. Big Data 2 (1) (2014)
Charles Gomes, Hisham Noçairi, Marie Thomas, Jean-François Collin, Gilbert Saporta
A simple and robust scoring technique for binary classification. Artif. Intell. Res. 3 (1) (2014)
Anne Bernard, Arthur Tenenhaus, Jean-François Zagury, Gilbert Saporta, Christiane Guinot
Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutané chez 502 femmes caucasiennes adultes. EGC (2012)
Julie Séguéla, Gilbert Saporta
A semi-supervised hybrid system to enhance the recommendation of channels in terms of campaign roi. CIKM (2011)
Julie Séguéla, Gilbert Saporta
A hybrid recommender system to predict online job offer performance. HDSDA (2011)
Yves Lechevallier, Gilbert Saporta
List of Supplementary Contributed and Invited Papers Only Available on springerlink.com. COMPSTAT (2010)
Cristian Preda, Gilbert Saporta, Mohamed Hadj Mbarek
Anticipated and Adaptive Prediction in Functional Discriminant Analysis. COMPSTAT (2010)
Séverine Demeyer, Nicolas Fischer, Gilbert Saporta
Contributions to Bayesian Structural Equation Modeling. COMPSTAT (2010)
Malika Charrad, Yves Lechevallier, Mohamed Ben Ahmed, Gilbert Saporta
On the Number of Clusters in Block Clustering Algorithms. FLAIRS Conference (2010)
Malika Charrad, Yves Lechevallier, Mohamed Ben Ahmed, Gilbert Saporta
WCUM pour l'analyse d'un site web. EGC (2010)
Genane Youness, Gilbert Saporta
Comparing partitions of two sets of units based on the same variables. Adv. Data Anal. Classif. 4 (1) (2010)
Francisco de A. T. de Carvalho, Gilbert Saporta, Danilo N. Queiroz
A Clusterwise Center and Range Regression Model for Interval-Valued Data. COMPSTAT (2010)
Malika Charrad, Yves Lechevallier, Gilbert Saporta, Mohamed Ben Ahmed
Détermination du nombre des classes dans l'algorithme CROKI de classification croisée. EGC (2009)
Malika Charrad, Yves Lechevallier, Mohamed Ben Ahmed, Gilbert Saporta
Block Clustering for Web Pages Categorization. IDEAL (2009)
Maurizio Vichi, Gilbert Saporta
Clustering and disjoint principal component analysis. Comput. Stat. Data Anal. 53 (8) (2009)
Patrice Bertrand, Gilbert Saporta
Some Recent Trends in Applied Stochastic Modeling and Multidimensional Data Analysis. Comput. Stat. Data Anal. 52 (6) (2008)
Malika Charrad, Yves Lechevallier, Gilbert Saporta, Mohamed Ben Ahmed
Web Content Data Mining : la classification croisée pour l'analyse textuelle d'un site Web. EGC (2008)
Cristian Preda, Gilbert Saporta, Caroline Lévéder
PLS classification of functional data. Comput. Stat. 22 (2) (2007)
Marie Plasse, Ndeye Niang, Gilbert Saporta, Alexandre Villeminot, Laurent Leblond
Combined use of association rules mining and clustering methods to find relevant links between binary rare attributes in a large data set. Comput. Stat. Data Anal. 52 (1) (2007)
Arthur Tenenhaus, Alain Giron, Emmanuel Viennet, Michel Béra, Gilbert Saporta, Bernard Fertil
Kernel logistic PLS: A tool for supervised nonlinear dimensionality reduction and binary classification. Comput. Stat. Data Anal. 51 (9) (2007)
Marie Plasse, Ndeye Niang, Gilbert Saporta, Laurent Leblond
Une comparaison de certains indices de pertinence des règles d'association. EGC (2006)
Gilbert Saporta
Credit scoring, statistique et apprentissage. EGC (2006)
Cristian Preda, Gilbert Saporta
Clusterwise PLS regression on a stochastic process. Comput. Stat. Data Anal. 49 (1) (2005)
Cristian Preda, Gilbert Saporta
PLS regression on a stochastic process. Comput. Stat. Data Anal. 48 (1) (2005)
Gilbert Saporta, Genane Youness
Comparing Two Partitions: Some Proposals and Experiments. COMPSTAT (2002)
Gilbert Saporta, Nicolas Fischer
Fusion et greffes de données. Monde des Util. Anal. Données 27 (2001)