Henri Prade                                                                  - Version Texte - ici

Current Research Topics / Thémes de Recherche Actuels

Related Recent Publications by Topics / Publications Récentes par Théme

• Introductory Survey/Articles Introductifs


• D. Dubois, H. Prade. L'intelligence Artificielle: Historique, paradigmes, développements et enjeux. Dans Paradigmes et enjeux de l'informatique N. Bidoit, L. Fariñas del Cerro, D. Fdida, B. Vallé (Eds.), Lavoisier, p. 171-186, 2005.
• D. Dubois, H. Prade. Traiter le flou et l'incertain, Pour la science. Dossier Les chemins de la logique, p.114-119, Octobre/Décembre 2005.

• Possibility theory and fuzzy set theory/ Théorie des possibilités et théorie des ensembles flous


• Nahla Ben Amor, Khaled Mellouli, Salem Benferhat, Didier Dubois, Henri Prade. A theoretical framework for possibilistic independence in a weakly ordered setting. Dans : International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, World Scientific Publishing Company, v.10, n°.2, p. 117-155, avril 2002.
• Didier Dubois, Hélène Fargier, Henri Prade. Ordinal and Probabilistic Representations of Acceptance. Dans : J. Artif. Intell. Res. (JAIR), v. 22, p. 23-56, 2004. pdf
• Didier Dubois, Henri Prade, Francesc Esteva, Lluis Godo. An information-based discussion of vagueness: six scenarios leading to vagueness (Chapter 40). Dans : Handbook of categorization in cognitive science. H. Cohen, C. Lefebvre (Eds.), Elsevier, p. 891-909, 2005. pdf
• Didier Dubois, Laurent Foulloy, Gilles Mauris, Henri Prade. Probability-possibility transformations, triangular fuzzy sets, and probabilistic inequalities. Dans : Reliable Computing, v. 10, p. 273-297, 2004. pdf

• Possibilistic Logic / Logique Possibiliste


• Salem Benferhat, Didier Dubois, Laurent Garcia, Henri Prade. On the transformation between possibilistic logic bases and possibilistic causal networks. Dans : International Journal of Approximate Reasoning, Elsevier, v.29, n. 2, p. 135-173, février 2002.
• Salem Benferhat, Henri Prade. Encoding formulas with partially constrained weights in a possibilistic-like many-sorted propositional logic. Dans : Proc. of the 9th International Joint Conference on Artificiel Intelligence (IJCAI'05), Edinburgh, Scotland, 31/07/2005-05/08/2005, Gallus, p. 1281-1286, juillet 2005. pdf
• Salem Benferhat, Henri Prade.Compiling Possibilistic Knowledge Bases. Dans : Proc. of the 17th European Conference on Artificial Intelligence (ECAI'06), Riva del Garda, Italy, 29/08/2006-01/09/2006, G. Brewka, S. Coradeschi, A. Perini, P. Traverso (Eds.), IOS Press, p. 337-341, 2006. pdf
• Didier Dubois, Henri Prade.Possibilistic logic: a retrospective and prospective view. Dans :Fuzzy Sets and Systems, Elsevier, v. 144, p. 3-23, 2004. pdf
• Didier Dubois, Sébastien Konieczny, Henri Prade. Quasi-possibilistic logic and its measures of information and conflit. Dans : Fundamenta Informaticae, v.57, n. 2-4, p. 1001-125, 2003. pdf
• Didier Dubois, Jérôme Mengin, Henri Prade. Possibilistic uncertainty and fuzzy features in description logic. A preliminary discussion. Dans : Fuzzy logic and the semantic web. E. Sanchez (Eds.), Elsevier, p. 101-113, 2006

• Preference representation / Représentation des préférences


• Didier Dubois, Souhila Kaci, Henri Prade. Expressing preferences from generic rules and examples - A possibilistic approach without aggregation function. Dans : European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU'05), LNAI 3571, Barcelone, 6 juillet 8 juillet 2005. Luis Godo (Eds.), 06/07/2005-08/07/2005, L. Godo (Eds.), Springer-Verlag, p. 293-304, juillet 2005.
• Didier Dubois, Souhila Kaci, Henri Prade. Approximation of Conditional Preferences Networks “CP-nets” in Possibilistic Logic. Dans : the 2006 IEEE International Conference on Fuzzy Systems, Vancouver, Canada, 16/07/2006-21/07/2006, IEEE, 2006 pdf

• Bipolar representation / Représentation bipolaire


• Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade. Bipolar possibilistic representations. Dans : Proc. of the 18th. Conference on Uncertainty in Artificial Intelligence, UAI 2002, Edmonton-Canada, 01/08/2002-04/08/2002, Morgan Kaufmann Publishers, San Francisco - California, p. 45-52, août 2002.
• D. Dubois, S. Kaci, H. Prade. Bipolarity in reasoning and decision - An introduction. The case of the possibility theory framework. Dans: Proc. of the 10th Inter. Conf. on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU'04), Perugia, Italy, July, 4-7, 2004. pdf
• Didier Dubois, Henri Prade. Bipolarity in possibilistic logic and fuzzy rules. Dans : Proc. of the 29th Conference on Current Trends in Theory and Practice of Informatics (SOFSEM 2002), Milovy, Czech Republic, 22/11/2002-29/11/2002, LNCS 2540, Springer, p. 168-173, novembre 2002.

• Information Fusion / Fusion d'informations


• Salem Benferhat, Didier Dubois, Henri Prade, Mary-Anne Williams. A practical approach to revising prioritized knowledge bases. Dans : Studia Logica, Kluwer, The Netherlands, v.70, p. 105-130, 2002. pdf
• Didier Dubois, Henri Prade. On the use of aggregation operations in information fusion processes. Dans : Fuzzy Sets and Systems, v.142, p. 143-161, 2004. pdf
• Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade. Bipolar representation and fusion of preferences in the possibilistic logic framework. Dans : Proc. of the 8th International Conference on Principles of Knowledge Representation and Reasoning (KR02), Toulouse, France, 22/04/2002-25/04/2002, Morgan Kaufmann Publishers, San Francisco, California, p. 421-432, avril 2002.
• Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade. Possibilistic merging and distance-based fusion of propositional information. Dans : Annals of Mathematics and Artificial Intelligence, v.34, n .1-3, p. 217-252, 2002. pdf

• Causality / Causalité



• Jean-François Bonnefon, Rui Da Silva Neves, Didier Dubois, Henri Prade. Background default knowledge and causality ascriptions. Dans : Proc. of the 17th European Conference on Artificial Intelligence (ECAI'06), Riva del Garda, Italy, 29/08/2006-01/09/2006, G. Brewka, S. Coradeschi, A. Perini, P. Traverso (Eds.), IOS Press, p. 11-15, 2006. pdf

• Abductive, Approximate, Case-based, Default, Qualitative, Temporal Reasoning / Raisonnements abductif, approché, à partir de cas, par défaut, qualitatif, temporel


• Salem Benferhat, Didier Dubois, Henri Prade.The possibilistic handling of irrelevance in exception-tolerant reasoning. Dans :Annals of Mathematics and Artificial Intelligence, Kluwer Academic Publishers, The Netherlands, v.35, p.29-61, 2002. pdf
• Serge Boverie, Didier Dubois, Xavier Guérandel, Olivier De Mouzon, Henri Prade. Online diagnosis of engine Dyno test benches: a possibilistic approach. Dans : Proc. of the 15th. European Conference on Artificial Intelligence, ECAI 2002, Lyon - France, 31/07/2002-26/07/2002, IOS Press, Amsterdam-The Netherlands, p. 658-662, juillet 2002. pdf
• Didier Dubois, Allel Hadj Ali, Henri Prade. Fuzziness and uncertainty in temporal reasoning. Dans : Journal of Universal Computer Science, v.9, n. 9, p. 1168-1194, 2003. pdf
• Didier Dubois, Henri Prade, Laurent Ughetto.A new perspective on reasoning with fuzzy rules. Dans : International Journal of Intelligent Systems, Wiley, v.18, n. 5, p. 541-567, mai 2003. pdf
• Florence Dupin de Saint Cyr - Bannay, Henri Prade. Possibilistic Handling of Uncertain Default Rules with Applications to Persistence Modeling and Fuzzy Default Reasoning. Dans : Proc of the 10th International Conference on Principles of knowledge Representation and Reasoning (KR 2006), lake District (UK), 02/06/2006-05/06/2006, AAAI Press, p. 440-450, 2006. pdf
• Allel Hadj Ali, Didier Dubois, Henri Prade. Qualitative reasoning based on fuzzy relative orders of magnitude. Dans : IEEE Transactions on Fuzzy Systems, IEEE, v.11, n. 1, p. 9-23, février 2003. pdf
• Eyke Hüllermeier, Didier Dubois, Henri Prade. Model adaptation in possibilistic instance-based reasoning. Dans : IEEE Transactions on Fuzzy Systems, IEEE Neural Networks Society, Piscataway-USA, v. 10, n. 3, p. 333-339, juin 2002.
• Didier Dubois, Eyke Hüllermeier, Henri Prade. Fuzzy set-based methods in instance-based reasoning. Dans : IEEE Transactions on Fuzzy Systems, IEEE Neural Networks Society, Piscataway-USA, v. 10, n. 3, p. 322-332, juin 2002.

• Argumentation-based Decision /Décision à partir d'arguments


• Leila Amgoud, Sihem Belabbes, Henri Prade. Towards a Formal Framework for the Search of a Consensus Between Autonomous Agents. Dans : Argumentation in Multi-Agent Systems. Second International Workshop, AAMAS 2005 Utrecht, The Netherlands, July 26, 2005 Revised Selected and Invited Papers. Iyad Rahwan, Simon Parsons, Nicolas Maudet (Eds.), Springer-Verlag, p. 264-278, v. 4049, LNCS, 2006. pdf
• Leila Amgoud, Jean-François Bonnefon, Henri Prade. An argumentation-based approach to multiple criteria decision. Dans : 8th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU'2005, Barcelona, 06/06/2005-08/06/2005, LNCS, p. 269-280, juin 2005. pdf
• Leila Amgoud, Henri Prade. Handling threats, rewards and explanatory arguments in a unified setting. Dans : International Journal Of Intelligent Systems, Wiley periodical Inc., v.20 n. 12, p. 1195-1218, 2005. pdf
• Leila Amgoud, Henri Prade. Explaining qualitative decision under uncertainty by argumentation. Dans : Twenty-First National Conference on Artificial Intelligence (AAAI-06), Boston, 16/07/2006-20/07/2006, AAAI Press, p. 219-224, juillet 2006. pdf

• Qualitative Decision /Décision qualitative


• Didier Dubois, Hélène Fargier, Henri Prade, Patrice Perny. Qualitative Decision Theory: From Savage's Axioms to Nonmonotic Reasoning. Dans : Journal of the ACM, v.49, n. 4, p.455-495, juillet 2002. pdf
• Didier Dubois, Hélène Fargier, Patrice Perny, Henri Prade. A characterization of generalized concordance rules in multicriteria decision making. Dans : International Journal of Intelligent Systems, v.18, p.751-774, 2003.pdf

• Flexible Querying and Information retrieval /Requêtes flexibles et recherche d'information


• Martine De Calmès, Henri Prade, Florence Sèdes. Flexible Querying of Semi-Structured Data: a Fuzzy Set-Based Approach. Dans : International Journal of Intelligent Systems (IJIS), Wiley, V. -, 2006 (à paraître).
• Yannick Loiseau, Henri Prade, Mohand Boughanem. Qualitative pattern matching with linguistic terms. Dans : AI Communication, IOS Press, Amsterdam, v.17, n 1, p. 25-34, 2004.
• Martine De Calmès, Didier Dubois, Eyke Hüllermeier, Henri Prade, Florence Sèdes. Flexibility and fuzzy case-based evaluation in querying: An illustration in an experimental setting. Dans : International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, world Scientific, v.11, n 1, p.43-66, février 2003. pdf
• Mustapha Baziz, Mohand Boughanem, Gabriella Pasi, Henri Prade. A Fuzzy Logic Approach to Information Retrieval Using an Ontology-based Representation of Documents. Dans : FUZZY LOGIC AND THE SEMANTIC WEB. Elie Sanchez (Eds.), Elsevier, p.363-377, ISBN:0-444-51948-3, 2006.
• Didier Dubois, Henri Prade. Bipolarity in flexible querying. Dans : Flexible Query Answering Systems, 5th International Conference, (FQAS'02), Copenhagen, Denmark, 27/10/2002-29/10/2002, LNAI 2522, Springer-Verlag, Berlin, p.174-182, octobre 2002.

• Learning /Apprentissage


• Salem Benferhat, Didier Dubois, Sylvain Lagrue, Henri Prade. A big-stepped probability approach for discovering default rules. Dans : Proc. of the Ninth International Conference, Information Processing and Management of Uncertainty in Knowledge-based Systems(IPMU 2002), Annecy-France, 01/07/2002-05/07/2002, ESIA-Université de Savoie, p.283-289, juillet 2002.
• Didier Dubois, Henri Prade, Thomas Sudkamp. On the representation, measurement, and discovery of fuzzy associations. Dans : IEEE Transactions on Fuzzy Systems, v.13, p.250-262, 2005.
• Sylvie Galichet, Didier Dubois, Henri Prade. Imprecise specification of ill-known functions using gradual rules. Dans : International Journal of Approximate reasoning, v.35, p.205-222, 2004. pdf
• Henri Prade, Mathieu Serrurier. Version Space Learning for Possibilistic Hypotheses. Dans : Proc. of the 17th European Conference on Artificial Intelligence (ECAI'06), Riva del Garda, Italy, 29/08/2006-01/09/2006, G. Brewka, S. Coradeschi, A. Perini, P. Traverso (Eds.), IOS Press, p.801-802, 2006. pdf
• Mathieu Serrurier, Henri Prade. Coping with exceptions in multiclass ILP problems using possibilistic logic (Poster paper). Dans : Proc. of the 9th International Joint Conference on Artificiel Intelligence (IJCAI'05), Edinburgh, Scotland, 30/07/2005-05/08/2005, Gallus, p.1761-1762, juillet 2005. pdf
• Mathieu Serrurier, Henri Prade. Possibilistic inductive logic programming. Dans : European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU'05) - LNAI 3571, Barcelone, 06/07/2005-08/07/2005, L. Godo (Eds.), Springer-Verlag, Berlin Heidelberg, p.675-686, juillet 2005.

 

Edited Volumes / Ouvrages de synthése

• James Bezdek, Didier Dubois, Henri Prade. Fuzzy sets in Approximate Reasoning and Information Systems, Kluwer, Boston, Mass., USA, The Handbooks of Fuzzy Sets, 1999.
• D. Dubois , H. Prade, (eds.) Fundamentals of Fuzzy Sets. The Handbooks of Fuzzy Sets Series, Kluwer Academic Publishers, Dordrecht, The Netherlands, 2000.
• D. Dubois , H. Prade,(series eds.)The Handbooks of Fuzzy Sets Series, 7 volumes (dont les 2 livres précédents), Kluwer Academic Publishers, Dordrecht, The Netherlands, 1998-2000.
• Denis Bouyssou, Didier Dubois, Marc Pirlot, Henri Prade. Concepts et méthodes pour l'aide à la décision v.1 outils de modélisation, v.2 risque et incertain, v.3 analyse multicritère, Lavoisier,Traité IC2, 2006.

 

Special Issues / Numéros spéciaux de revues

• Didier Dubois, Henri Prade. Fuzzy set and posibility theory-based methods in artificial intelligence. Dans : Artificial Intelligence, Elsevier, v. 148, 2003.
• Salem Benferhat, Henri Prade. Uncertainty Frameworks in Nonmonotonic Reasoning. Dans : Annals of Mathematics and Artificial Intelligence, Kluwer Academic Publishers, v.34, 2002.

Doctoral Students / Encadrements Doctoral Récents

Erny Julien -> depuis Octobre 2006 (Co-tutelle INSERM)
Belabbes Sihem -> depuis Janvier 2004 (Co-direction avec L. Amgoud, RPDMP-IRIT)
Serrurier Mathieu-> Thèse soutenue en Décembre 2005
Yannick Loiseau -> Thèse soutenue en Décembre 2004 (Coopération avec M. Boughanem, SIG-IRIT)

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