Publications pour la période 2006-2009. A l’intérieur de chaque catégorie, les publications sont ordonnées par ordre alphabétique sur la liste des auteurs.
Alain Casali, Sébastien Nedjar, Rosine Cicchetti, Lotfi Lakhal : Constrained Cube Lattices for Multidimensional Database Mining. IJDWM 6(3) : 43-72 (2010)
Alain Casali, Sébastien Nedjar, Rosine Cicchetti, Lotfi Lakhal, Noel Novelli : Lossless Reduction of Datacubes using Partitions. IJDWM 5(1) : 18-35 (2009)
T. Diallo, N. Novelli, and JM. Petit : Discovering (frequent) constant conditional functional dependencies. International Journal of Data Mining, Modelling and Management (IJDMMM), Special issue "Interesting Knowledge Mining", 20 pages, to appear 2011.
A. Dragut. Monotonic robust optimal control policies for the time-quality trade-offs in concurrent new product development (NPD). Computers and Mathematics with Applications, 51(2) :229–238, 2006.
A. Dragut and J.W.M. Bertrand. A representation model for the solving-time distribution of a set of design tasks in new product development (NPD). European Journal of Operational Research, 189(3) :1217– 1233, 2008.
Sébastien Nedjar, Alain Casali, Rosine Cicchetti, Lotfi Lakhal : Reduced representations of Emerging Cubes for OLAP database mining. IJBIDM 4(3/4) : 267-300 (2009)
Sébastien Nedjar, Alain Casali, Rosine Cicchetti, Lotfi Lakhal : Emerging Cubes : Borders, size estimations and lossless reductions. Information Systems. 34(6) : 536-550 (2009)
Viet Phan-Luong. A framework for integrating information sources under lattice structure. International Journal on Information Fusion, 9(2) :278–292, 2008.
D. Auber, N. Novelli, and G. Melançon. Visually mining the datacube using a pixel-oriented technique. In IV 2007 – Information Visualisation, IEEE Computer Society, pages 3–10, 2007.
Alain Casali and Christian Ernst. Extracting decision correlation rules. In DEXA 2009 – 20th International Conference on Database and Expert Systems Applications, volume 5690 of Lecture Notes in Computer Science, pages 689–703. Springer-Verlag, 2009.
Alain Casali, Sébastien Nedjar, Rosine Cicchetti, Lotfi Lakhal : Convex Cube : Towards a Unified Structure for Multidimensional Databases. In DEXA 2007 – 18th International Conference on Database and Expert Systems Applications, volume 4653 of Lecture Notes in Computer Science, pages 572–581. Springer-Verlag, 2007.
Alain Casali, Rosine Cicchetti, Lotfi Lakhal, and Noel Novelli. Lossless reduction of datacubes. In DEXA 2006 – 17th International Conference on Database and Expert Systems Applications, volume 4080 of Lecture Notes in Computer Science, pages 409–419. Springer-Verlag, 2006.
A. Dragut. Identifying trends and outliers in NYSE industrial categories. In ASMDA 2009 – The XIIIth International Conference Applied Stochastic Models and Data Analysis, pages 71–75, 2009.
Sébastien Nedjar, Alain Casali, Rosine Cicchetti, Lotfi Lakhal : Constrained Closed Datacubes. In ICFCA 2010, Formal Concept Analysis, 8th International Conference, volume 5986 of Lecture Notes in Computer Science, pages 177-192. Springer, 2010.
Sébastien Nedjar : Exact and Approximate Sizes of Convex Datacubes. In DaWak 2009 – 11th International Conference on Data Warehousing and Knowledge Discovery, volume 5691 of Lecture Notes in Computer Science, pages 204–215. Springer-Verlag, 2009.
Sébastien Nedjar, Alain Casali, Rosine Cicchetti, and Lotfi Lakhal. Upper borders for emerging cubes. In DaWak 2008 – 10th International Conference on Data Warehousing and Knowledge Discovery, volume 5182 of Lecture Notes in Computer Science, pages 45–54. Springer-Verlag, 2008.
Sébastien Nedjar, Alain Casali, Rosine Cicchetti, and Lotfi Lakhal. Emerging cubes for trends analysis in olap databases. In DaWak 2007 – 9th International Conference on Data Warehousing and Knowledge Discovery, volume 4654 of Lecture Notes in Computer Science, pages 135–144. Springer-Verlag, 2007.
Viet Phan-Luong. Measures of class membership in association rule based classification. In IEEE MAW- 09 – the IEEE International Symposium on Mining and Web 2009 (IEEE MAW-09), in conjunction with AINA 2009 – 23rd International Conference on Advanced Information Networking and Applications, pages 685–690. IEEEΦcomputer society, 2009.
Viet Phan-Luong, Robert Jeansoulin, and T. Trung Pham. Formalism for representing data quality in non redundant spatial information. In AGILE 2006 – 9th AGILE International Conference on Geographic Information Science, pages 228–238, 2006.
Viet Phan-Luong and Rabah Messouci. Building classifiers with association rules based on small key itemsets. In ICDIM 2007 – the second IEEE International Conference on Digital Information Management, pages 200–205. IEEE Engineering Management Society, 2007.
Alain Casali, Sébastien Nedjar, Rosine Cicchetti, and Lotfi Lakhal. Closed cube lattices. Annals of Information Systems, pages 145–164, 2009.
Sébastien Nedjar, Rosine Cicchetti, and Lotfi Lakhal. Constrained Closed and Quotient Cubes. Advances in Knowledge Discovery and Management Vol. 2 (AKDM-2), 2011. À paraitre.
Rosine Cicchetti, Lotfi Lakhal, Sébastien Nedjar, Noel Novelli, Alain Casali : Summarizing Datacubes : Semantic and Syntactic Approaches. Integrations of Data Warehousing, Data Mining and Database Technologies : Innovative Approaches. Journal-summation volume of the International Journal of Data Warehousing and Mining, 2011. À paraitre.
Sébastien Nedjar, Alain Casali, Rosine Cicchetti, Lotfi Lakhal : Cubes convexes. Ingénierie des Systèmes d’Information 11(6) : 11-31 (2006)
N. Novelli and D. Auber : Calcul et fouille visuelle orientée-pixel de cubes de données. Revue en Intelligence Artificielle (RIA), "Visualisation et extraction des connaissances", 22(3-4) : 329—352, 2008.
Thierno Diallo, Noel Novelli : Découverte des dépendances fonctionnelles conditionnelles fréquentes. EGC 2010 : 315-326
Christian Ernst, Alain Casali : Extraction de règles de corrélation décisionnelles. EGC 2009 : 187-192
Sébastien Nedjar, Fabien Pesci, Lotfi Lakhal, Rosine Cicchetti : Treillis des concepts skylines : Analyse multidimensionnelle des skylines fondée sur les ensembles en accord. EGC 2011 : à paraitre.
Sébastien Nedjar, Alain Casali, Rosine Cicchetti, Lotfi Lakhal : Cube fermés / quotients emergents. EGC 2010 : 285-296
Sébastien Nedjar, Alain Casali, Rosine Cicchetti, Lotfi Lakhal : Résumés du Cube Emergent. BDA 2007
Sébastien Nedjar, Alain Casali, Rosine Cicchetti, Lotfi Lakhal : Cocktail de Cubes. BDA 2006
Noel Novelli, David Auber : Calcul et représentation efficace de cubes de données pour une visualisation orientée pixel. EGC 2007 : 205-206
Viet Phan Luong : Suppression des Itemsets Clés Non-Essentiels en Classification basée sur les Règles d’Association. EGC 2008 : 385-396
Sébastien Nedjar, Fabien Pesci, Lotfi Lakhal, Rosine Cicchetti : Treillis des concepts skylines : Analyse multidimensionnelle des skylines fondée sur les ensembles en accord (2010). arxiv
Sébastien Nedjar, Rosine Cicchetti, Lotfi Lakhal : Extracting Semantics in Olap Databases using Emerging Cubes. Information Sciences. Special Issue "Information Engineering Application Based on Lattices". Accepté.
Sébastien NEDJAR, Cubes Émergents pour l’analyse des renversements de tendances dans les bases de données multidimensionnelles , Dir. Lotfi LAKHAL, Univ. de la Méditerranée, novembre 2009. tel.