Gilbert Saporta

42 papers A 1C 1Misc 2Journal 21Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Divisive Unsupervised Feature Selection Approach for Explainable Remaining Useful Life Prediction. DEXA (2) Mouhamadou-Lamine Ndao, Genane Youness, Ndèye Niang, Gilbert Saporta
2025	J	`jnl`	Improving predictive maintenance: Evaluating the impact of preprocessing and model complexity on the effectiveness of eXplainable Artificial Intelligence methods. Eng. Appl. Artif. Intell. Mouhamadou-Lamine Ndao, Genane Youness, Ndèye Niang, Gilbert Saporta
2024	Misc	`conf`	Enhancing Explainability in Predictive Maintenance : Investigating the Impact of Data Preprocessing Techniques on XAI Effectiveness. FLAIRS Mouhamadou-Lamine Ndao, Genane Youness, Ndèye Niang, Gilbert Saporta
2024	J	`jnl`	Special issue on "New methodologies in clustering and classification for complex and/or big data". Adv. Data Anal. Classif. Paula Brito, Andrea Cerioli, Luis Angel García-Escudero, Gilbert Saporta
2023	J	`jnl`	Sparse correspondence analysis for large contingency tables. Adv. Data Anal. Classif. Ruiping Liu, Ndèye Niang, Gilbert Saporta, Huiwen Wang
2023	—	`conf`	Une revue systématique de la littérature autour du biais, de l'équité et de l'explicabilité. CNIA Mouhamadou-Lamine Ndao, Genane Youness, Ndèye Niang, Gilbert Saporta
2021	J	`jnl`	A robust spatial autoregressive scalar-on-function regression with t-distribution. Adv. Data Anal. Classif. Tingting Huang, Gilbert Saporta, Huiwen Wang, Shanshan Wang
2020	J	`jnl`	Ultra-high dimensional variable screening via Gram-Schmidt orthogonalization. Comput. Stat. Huiwen Wang, Ruiping Liu, Shanshan Wang, Zhichao Wang, Gilbert Saporta
2019	J	`jnl`	Incremental modelling for compositional data streams. Commun. Stat. Simul. Comput. Yuan Wei, Huiwen Wang, Shanshan Wang, Gilbert Saporta
2018	J	`jnl`	Clusterwise analysis for multiblock component methods. Adv. Data Anal. Classif. Stéphanie Bougeard, Hervé Abdi, Gilbert Saporta, Ndèye Niang
2018	J	`jnl`	Training data scientists: a few challenges. Int. J. Data Sci. Anal. Gilbert Saporta
2017	J	`jnl`	Advances in credit scoring: combining performance and interpretation in kernel discriminant analysis. Adv. Data Anal. Classif. Caterina Liberati, Furio Camillo, Gilbert Saporta
2017	J	`jnl`	Variable selection for multiply-imputed data with penalized generalized estimating equations. Comput. Stat. Data Anal. Julia Geronimi, Gilbert Saporta
2014	J	`jnl`	A simple and robust scoring technique for binary classification. Artif. Intell. Res. Charles Gomes, Hisham Noçairi, Marie Thomas, Jean-François Collin, Gilbert Saporta
2014	J	`jnl`	Data Mining and Official Statistics: The Past, the Present and the Future. Big Data Hossein Hassani, Gilbert Saporta, Emmanuel Sirimal Silva
2013	—	`ed.`	Advances in Theory and Applications of High Dimensional and Symbolic Data Analysis, HDSDA 2011, October 27-30, 2011, Beihang University, Beijing, China HDSDA Yves Lechevallier, Gilbert Saporta, Rong Guan, Huiwen Wang
2012	—	`conf`	Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutané chez 502 femmes caucasiennes adultes. EGC Anne Bernard, Arthur Tenenhaus, Jean-François Zagury, Gilbert Saporta, Christiane Guinot
2011	—	`conf`	A hybrid recommender system to predict online job offer performance. HDSDA Julie Séguéla, Gilbert Saporta
2011	A	`conf`	A semi-supervised hybrid system to enhance the recommendation of channels in terms of campaign roi. CIKM Julie Séguéla, Gilbert Saporta
2010	—	`ed.`	19th International Conference on Computational Statistics, COMPSTAT 2010, Paris, France, August 22-27, 2010 - Keynote, Invited and Contributed Papers COMPSTAT Yves Lechevallier, Gilbert Saporta
2010	—	`conf`	A Clusterwise Center and Range Regression Model for Interval-Valued Data. COMPSTAT Francisco de A. T. de Carvalho, Gilbert Saporta, Danilo N. Queiroz
2010	—	`conf`	Anticipated and Adaptive Prediction in Functional Discriminant Analysis. COMPSTAT Cristian Preda, Gilbert Saporta, Mohamed Hadj Mbarek
2010	J	`jnl`	Comparing partitions of two sets of units based on the same variables. Adv. Data Anal. Classif. Genane Youness, Gilbert Saporta
2010	—	`conf`	Contributions to Bayesian Structural Equation Modeling. COMPSTAT Séverine Demeyer, Nicolas Fischer, Gilbert Saporta
2010	—	`conf`	List of Supplementary Contributed and Invited Papers Only Available on springerlink.com. COMPSTAT Yves Lechevallier, Gilbert Saporta
2010	Misc	`conf`	On the Number of Clusters in Block Clustering Algorithms. FLAIRS Malika Charrad, Yves Lechevallier, Mohamed Ben Ahmed, Gilbert Saporta
2010	—	`conf`	WCUM pour l'analyse d'un site web. EGC Malika Charrad, Yves Lechevallier, Mohamed Ben Ahmed, Gilbert Saporta
2009	C	`conf`	Block Clustering for Web Pages Categorization. IDEAL Malika Charrad, Yves Lechevallier, Mohamed Ben Ahmed, Gilbert Saporta
2009	J	`jnl`	Clustering and disjoint principal component analysis. Comput. Stat. Data Anal. Maurizio Vichi, Gilbert Saporta
2009	—	`conf`	Détermination du nombre des classes dans l'algorithme CROKI de classification croisée. EGC Malika Charrad, Yves Lechevallier, Gilbert Saporta, Mohamed Ben Ahmed
2008	J	`jnl`	Some Recent Trends in Applied Stochastic Modeling and Multidimensional Data Analysis. Comput. Stat. Data Anal. Patrice Bertrand, Gilbert Saporta
2008	—	`conf`	Web Content Data Mining : la classification croisée pour l'analyse textuelle d'un site Web. EGC Malika Charrad, Yves Lechevallier, Gilbert Saporta, Mohamed Ben Ahmed
2007	J	`jnl`	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. Marie Plasse, Ndèye Niang, Gilbert Saporta, Alexandre Villeminot, Laurent Leblond
2007	—	`ed.`	Data Mining et Apprentissage Statistique : application en assurance, banque et marketing, Niort, France, 12-13 Mai 2005 DMAS Farid Beninel, Michel Béra, Christian Partrat, Gilbert Saporta
2007	J	`jnl`	Kernel logistic PLS: A tool for supervised nonlinear dimensionality reduction and binary classification. Comput. Stat. Data Anal. Arthur Tenenhaus, Alain Giron, Emmanuel Viennet, Michel Béra, Gilbert Saporta, Bernard Fertil
2007	J	`jnl`	PLS classification of functional data. Comput. Stat. Cristian Preda, Gilbert Saporta, Caroline Lévéder
2006	—	`conf`	Credit scoring, statistique et apprentissage. EGC Gilbert Saporta
2006	—	`conf`	Une comparaison de certains indices de pertinence des règles d'association. EGC Marie Plasse, Ndèye Niang, Gilbert Saporta, Laurent Leblond
2005	J	`jnl`	Clusterwise PLS regression on a stochastic process. Comput. Stat. Data Anal. Cristian Preda, Gilbert Saporta
2005	J	`jnl`	PLS regression on a stochastic process. Comput. Stat. Data Anal. Cristian Preda, Gilbert Saporta
2002	—	`conf`	Comparing Two Partitions: Some Proposals and Experiments. COMPSTAT Gilbert Saporta, Genane Youness
2001	J	`jnl`	Fusion et greffes de données. Monde des Util. Anal. Données Gilbert Saporta, Nicolas Fischer