Recherche

Liste des publications

2019

[SBM18] M. Sangare, S. Banerjee, P. MÃ¼hlethaler, S. Bouzefrane. "Predicting Vehiclesâ€™ Positions using Roadside Units: a Machine-Learning Approach", IEEE Conference on Standards for Communications and Networking (IEEE CSCN'2018), October 2018, pp.a paraitre, Paris, France,
[SBM18a] M. Sangare, S. Banerjee, P. MÃ¼hlethaler, S. Bouzefrane. "Predicting transmission success with Machine-Learning and Support Vector Machine in VANETs", PEMWN 2018 - 7th IFIP/IEEE International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks, September 2018, pp.1 - 6, Toulouse, France,

[Sap18c] G. Saporta. "Une brÃ¨ve histoire de l'apprentissage", Titre du livre: "Apprentissage statistique et donnÃ©es massives", May 2018, Technip, pp. 1-17, (isbn: 978-2-7108-1182-4)

[Sap17a] G. Saporta. "Quelle statistique pour le Big Data?", Statistique et SociÃ©tÃ©, vol. 5(1), pp. 31-36, 2017

[Sap17b] G. Saporta. "50 years of data analysis: from EDA to predictive modelling and machine learning ", ASMDA 2017, June 2017, pp.3-4, Londres, UK,
[Sap17] G. Saporta. "Expliquer ou prÃ©dire? Les nouveaux dÃ©fis", Chimiometrie 2017, February 2017, pp.66-67, Paris, France,

[SAPa15] G. Saporta. "Which analytic methods for Big Data ?", ARS'15, Anacapri, Italy,

[SH14] G. Saporta, H. Hassani. "Data Mining, Machine Learning and Official Statistics", Conference of European Statistics Stakeholders, November 24-25, 2014, November 2014, Rome , Italie,

[CLS10] M. Charrad, Y. Lechevallier, G. Saporta, M. Ben Ahmed. "DÃ©termination du nombre de classes dans les mÃ©thodes de bipartitionnement", 17Ã¨me Rencontres de la SociÃ©tÃ© Francophone de Classification, June 2010 , June 2010, pp.119-122, Saint-Denis de la RÃ©union, La RÃ©union,
[CLB10a] M. Charrad, Y. Lechevallier, M. Ben Ahmed, G. Saporta. "On the Number of Clusters in Block Clustering Algorithms", 23rd International FLAIRS Conference, May 2010, pp.392-397, Series AAAI, Florida, USA,

[CLS10a] M. Charrad, Y. Lechevallier, G. Saporta, M. Ben Ahmed. "WCUM pour l'analyse d'un site Web", 10Ã¨me confÃ©rence internationale sur l'Extraction et la Gestion des Connaissances EGC'2010, January 2010, pp.45-52, Hammamet, Tunisia,

[Cha10] M. Charrad. "Une approche gÃ©nÃ©rique pour l'analyse croisant contenu et usage des sites Web par des mÃ©thodes de bipartitionnement", Soutenue le: 22 March 2010, pp. 185,

[CLB09] M. Charrad, Y. Lechevallier, M. Ben Ahmed, G. Saporta. "Block clustering for web pages categorization", Intelligent Data Engineering and Automated Learning - IDEAL 2009, September 2009, Vol. 5788, pp.260-267, Series Lecture Notes in Computer Science, Burgos, Espagne, (DOI: 10.1007/978-3-642-04394-9_32)
[CBL09] M. Charrad, M. Ben Ahmed, Y. Lechevallier, G. Saporta. "Determining the number of clusters in CROKI2 algorithm", MSDM'09 Meeting on Statistics and Data Mining, March 2009, pp.62-65, Hammamet, Tunisia,

[CLS09a] M. Charrad, Y. Lechevallier, G. Saporta, M. Ben Ahmed. "DÃ©termination du nombre des classes dans l'algorithme CROKI2 de classification croisÃ©e", 9Ã¨me confÃ©rence internationale sur l'Extraction et la Gestion des Connaissances EGC'2009, January 2009, pp.447-448, Strasbourg, France,

[CSL08] M. Charrad, G. Saporta, Y. Lechevallier, M. Ben Ahmed. "Le bi-partitionnement : Etat de lÂ’art sur les approches et les algorithmes", Ecol'IA'08 , Hammamet, Tunisie,

[CBL05a] M. Charrad, M. Ben Ahmed, Y. Lechevallier. "Web Usage Mining : WWW Pages classification from Log files", International Conference on Machine Intelligence ACIDCA-ICMI'2005 , January 2005, Tozeur, Tunisia,