Ph.D Baptiste Jeudy

Optimisation de requêtes inductives: Application à l'extraction sous contraintes de règles d'association

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Date de soutenance : 13/12/2002

Lieu (établissement) : INSA de Lyon

Jury              

Dr. Jean-François Boulicaut (Directeur de thèse, INSA Lyon)

Pr. Lionel Brunie (Co-directeur de thèse, INSA Lyon)

Pr. François Jacquenet (Examinateur, Université de Saint-Etienne)

Dr. Stefan Kramer (Examinateur, Université de Freiburg, Allemagne)

Pr. Dominique Laurent (Rapporteur, Université de Tours)

Dr. Michèle Sebag (Rapporteur, Université Paris Sud, Orsay)

Publications liées à la thèse

J-F. Boulicaut, B. Jeudy. Using Constraints During Set Mining: should we Prune or Not? Actes des Seizième Journées Bases de Données Avancées BDA'00, Blois (F), 24-27 Octobre 2000. pp. 221-237.

J-F. Boulicaut, A. Bykowski, and B. Jeudy. Towards the Tractable Discovery of Association Rules with Negations. Proceedings of the Fourth International Conference on Flexible Query Answering Systems FQAS'00, Warsaw (PL), October 2000. Springer, Advances in Soft Computing. pp. 425-434.

J-F. Boulicaut, B. Jeudy. Mining Free Sets under Constraints. Proceedings of the International Database Engineering and Applications Symposium IDEAS'01, Grenoble (F), July 2001, IEEE Computer Press. pp. 322-329.

J-F. Boulicaut, B. Jeudy. Constraint-based discovery of a condensed representation for frequent patterns. Proceedings of the Workshop Database Support for KDD co-located with ECML/PKDD'01, Freiburg (D), September 2001. pp. 3-13.

C. Becquet, B. Jeudy, J-F. Boulicaut, S. Blachon, O. Gandrillon. Strong association rule mining for large gene expression data analysis: a case study on human SAGE data (abstract). Actes des secondes journées de post-génomique de la Doua JPGD 2002, Lyon (F),  mars 2002. Communication.

C. Becquet, S. Blachon, B. Jeudy, J-F. Boulicaut, O. Gandrillon. Strong-association-rule mining for large-scale gene-expression data analysis: a case study on human SAGE data. Genome Biology 3(12), 2002.

B. Jeudy, J-F. Boulicaut. Constraint-based discovery and inductive queries: application to association rule mining. Proceedings of the European Science Foundation Exploratory Workshop on Pattern Detection and Discovery in Data Mining, London (UK). September 2002. Springer LNAI 2447. pp. 110-124.

B. Jeudy, J-F. Boulicaut. Using condensed representations for interactive association rule mining. Proceedings of the 6th European conferences on Principles and practice of Knowledge Discovery in Databases PKDD 2002, Helsinki (FIN), August 2002. Springer LNAI 2431, pp. 225-236.

B. Jeudy, J-F. Boulicaut. Optimization of association rule mining queries. Intelligent Data Analysis IDA 6 (4):341-357, 2002.