Liste des publications

2018

[MRK18a] P. Minet, E. Renault, I. Khoufi, S. Boumerdassi. "Analyzing Traces of a Google Data center,", The 14th International Wireless Communications and Mobile Computing Conference, June 2018, pp.1-5, Limassol, Cyprus,

[MST18] M. Maumy-Bertrand, G. Saporta, C. Thomas-Agnan . "Apprentissage statistique et donnÃ©es massives", May 2018, Technip,

[Sap18a] G. Saporta. "From Conventional Data Analysis Methods to Big Data Analytics", Titre du livre: "Big Data for Insurance Companies", January 2018, Wiley, pp. 27-41, (doi: 10.1002/9781119489368.ch2) (isbn: 9781786300737)

[ACL17] J. Akoka, I. Comyn-Wattiau, N. Laoufi. "Research on Big Data - A systematic mapping study", Computer Standards & Interfaces, vol. 54, pp. 105-115, 2017

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

[Jau17a] L. Jaupi. "Dual-use performance measures for customer service evaluation in bike-shared systems ", 61st World Statistics Congress â€“ ISI2017, July 2017, pp.www.isi-web.org, Series Series proceedings for ISI2017, Marrakech, Morocco,
[Jau17] L. Jaupi. "Using Big Data to Display the Quality of Service Provided on a Bike-Shared Network", 19th INTERNATIONAL CONFERENCE Materials, Methods & Technologies 2017, June 2017, pp.., Elenite, Bulgaria,
[AAA17b] F. Abdelhedi, A. Ait Brahim, F. Atigui, G. Zurfluh. "Logical Unified Modeling For NoSQL DataBases", International Conference on Enterprise Information Systems (ICEIS 2017), April 2017, pp.249-256, Porto, Portugal,

[Sap17e] G. Saporta. "Des mÃ©thodes classiques d'analyse des donnÃ©es au Big Data", Titre du livre: "Le big data pour les compagnies d'assurance", September 2017, ISTE Editions, pp. 41-55, (isbn: 978-1-78405-298-0 )
[Ako17] J. Akoka. "Gestion des relations client et Big Data", Titre du livre: "Les big data Ã dÃ©couvert", March 2017, CNRS Editions, pp. 148-149,

[ACP17a] J. Akoka, I. Comyn-Wattiau, N. Prat. "A Four V's Design Approach of NoSQL Graph Databases", ER2017 Workshops - Advances in Conceptual Modeling, November 2017, Vol. 10651, pp.58-68, Series Lecture Notes on Computer Science, Spain,

[Bar16h] A. Bar-Hen. "Public health and epidemiology informatics", Yearb Med Inform, vol. 240(1), pp. 240-246, 2016

[NSC16] N. Niang Keita, G. Saporta, M. Crucianu, P. Rigaux. "Le certificat Â« Analyste de donnÃ©es massives Â» du Conservatoire National des Arts et MÃ©tiers", Statistique et Enseignement, vol. 7(1), pp. 111-119, 2016

[AAA16a] F. Abdelhedi, A. Ait Brahim, F. Atigui, G. Zurfluh. "Big Data and Knowledge Management: How to implement conceptual models in NoSQL systems ?", the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, November 2016, Vol. 3, pp.235-240, Porto, Portugal,

[AAA16] F. Abdelhedi, A. Ait Brahim, F. Atigui, G. Zurfluh. "Processus de transformation MDA d'un schÃ©ma conceptuel de donnÃ©es en un schÃ©ma logique NoSQL", Inforsid , May 2016, pp.15-30, Grenoble, France ,

[DPT16] J. Dantan, Y. Pollet, S. Taibi. "A formal approach for the representation and the combination of imperfect data", Agrostat 2016 congress, March 2016, Vol. 1(1), pp.1, Series 1, Lausanne, Switzerland,
[ZBP16] H. Zaidi, F. Boufares, Y. Pollet. "Nettoyage de donnÃ©es guidÃ© par la sÃ©mantique inter-colonnes", 16Ã¨me confÃ©rence Internationale Francophone sur l'Extraction et Gestion des Connaissances (EGC 2016), January 2016, pp.-, Reims, France,

[PDR15] T. Phan, L. D'orazio, P. Rigaux. "A Theoretical and Experimental Comparison of Filter-based Equijoins in MapReduce", Large-scale Data and Knowledge-Centered Systems (TLDKS), pp. 41-80, 2015

[ACL15] J. Akoka, I. Comyn-Wattiau, N. Laoufi. "Research on Big Data - Characterizing the Field and its Dimensions", Advances in Conceptual Modeling, MOBID Workshop, Proceedings of ER2015 Workshops., October 2015, Vol. 9382, pp.173-183, Series Lecture Notes in Computer Science (LNCS), Stockholm, SuÃ¨de, (DOI: 10.1007/978-3-319-25747-1_18)
[ACL15a] J. Akoka, I. Comyn-Wattiau, N. Laoufi. "Characterizing Research on Big Data and Security based on a Bibliometric Study", Software Engineering, Cyber Security, Big Data and Conceptual Modeling (SCBC Workshop) in Conjunction with International Conference on Conceptual Modeling (ER2015), October 2015, pp.1, Stockholm, SuÃ¨de,
[ZPB15] H. Zaidi, Y. Pollet, F. Boufares, N. Kraiem. "Semantic of Data Dependencies to Improve the Data Quality", 5th International Conference on Model and Data Engineering MEDI2015, September 2015, pp.53-61, Rhodes, Greece,

[Sap15b] G. Saporta. "Quelle statistique pour les Big Data? ", Symposium , May 2015, pp.1-2, Pointe Ã Pitre, France,

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

[Lal15] O. Lalaoui. "Efficient TDV computation in NoSQL envirenement", Soutenue le: 08 September 2015, pp. 37,

[SPC14] O. Sangupamba Mwilu, N. Prat, I. Comyn-Wattiau. "Business Intelligence and Big Data in the Cloud: Opportunities for Design-Science Researchers", Advances in Conceptual Modeling - Proceedings of ER 2014 Workshops, October 2014, Vol. Springer, LNCS 8823, pp.75-84, Atlanta, GA, USA,