Henri Prade                                                                  - Version Texte - ici


photo: Henri Prade

Contact:
Henri Prade
Université Paul Sabatier
IRIT- Bureau 307
118 Route de Narbonne
31062 Toulouse Cedex 09
Té;l : +33 (0)5 61 55 6579
Fax: +33 (0)5 61 55 6239
Courriel: prade at irit.fr

Current or Recent Research Topics / Thèmes de Recherche Récents ou Actuels

- Introductions and Surveys / Introductions et Synthèses

- Possibility theory and fuzzy set theory and belief functions / Théorie des possibilités, théorie des ensembles flous, et fonctions de croyances

- Possibilistic logic / Logique possibiliste

- Preference representation / Représentation des préférences

- Bipolar representation /Représentation bipolaire

- Information fusion / Fusion d'informations

- Causality / Causalité

- Abductive, approximate, case-based, default, qualitative, temporal reasoning / Raisonnements abductif, approché à partir de cas, par défaut, qualitatif, temporel

- Argumentation-based decision / Décision à partir d'arguments

- Qualitative decision/ Décision qualitative

- Trust / Evaluation de la confiance

- Formal concept analysis / Analyse formelle de concepts

- Analogical proportions and inference / Proportions analogiques and inference

- Classification and learning / Apprentissage et classification

- Flexible Querying, Uncertain Data and Information Retrieval / Requêtes Flexibles, Données Incertaines, et Recherche d'Information

Introductions and Surveys / Introductions et Synthèses

  • 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. Vallée (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.
  • D. Dubois, H. Prade. Les ensembles flous et la théorie des possibilités, In : Gestion de la Complexité et de l'Information dans les Grands Systèmes Critiques. Alain Appriou (Ed.), CNRS Editions, p. 47-65, 2009.
  • D. Dubois, H. Prade. Possibility theory. In: Encyclopedia of Complexity and Systems Science. Robert A. Meyers (Ed.), Springer, p. 6927-6939, 2009.
  • D. Dubois, F. Esteva, Ll. Godo, H. Prade. Fuzzy-set based logics - An history-oriented presentation of their main developments. In: Handbook of The history of logic. Dov M. Gabbay, John Woods (Eds.), Elsevier, p. 325-449, Vol. 8, The Many Valued and Nonmonotonic Turn in Logic, 2007.

Possibility theory and fuzzy set theory and belief functions / Théorie des possibilités, théorie des ensembles flous, et fonctions de croyances

  • N. Ben Amor, K. Mellouli, S. Benferhat, D. Dubois, H. Prade. A theoretical framework for possibilistic independence in a weakly ordered setting. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 10, 2, p. 117-155, avril 2002.
  • D. Dubois, H. Fargier, H. Prade. Ordinal and Probabilistic Representations of Acceptance. J. Artif. Intell. Res. (JAIR), 22, 23-56, 2004. pdf
  • D. Dubois, L. Foulloy, G. Mauris, H. Prade. Probability-possibility transformations, triangular fuzzy sets, and probabilistic inequalities. Reliable Computing, 10, p. 273-297, 2004. pdf
  • D. Dubois, H. Prade, F. Esteva, Ll. 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
  • D. Dubois, H. Prade, P. Smets. A definition of subjective possibility. International Journal of Approximate Reasoning, 48, p. 352-364, 2008. pdf
  • D. Dubois, H. Prade. Gradual elements in a fuzzy set. Soft Computing, 12, p. 165-175, 2008.
  • D. Dubois, H. Prade. A set-theoretic view of belief functions. In : Classic works of the Dempster-Shafer theory of belief functions, Logical operations and approximations by fuzzy sets. Ronald Yager, Liping Liu (Eds.), Springer, 14, p. 375-410, Vol. 219, Studies in fuzziness and soft computing, 2008.
  • S. Benferhat, D. Dubois, S. Kaci, H. Prade. Modeling positive and negative information in possibility theory. International Journal of Intelligent Systems, 23, 10, p. 1094-1118, 2008.
  • D. Dubois, H. Prade. An overview of the asymmetric bipolar representation of positive and negative information in possibility theory. Fuzzy Sets and Systems, 160, p. 1355-1366, 2009.
  • D. Dubois, H. Prade. Accepted beliefs, revision and bipolarity in the possibilistic framework. In : Degrees of belief. Franz Huber, Christoph Schmidt-Petri (Eds.), Springer, p. 161-184, Vol. 342, Synthese Library, 2009.
  • D. Dubois, H. Prade. Formal representations of uncertainty. In : Decision-making - Concepts and Methods. Denis Bouyssou, Didier Dubois, Marc Pirlot, Henri Prade (Eds.), Wiley, chap. 3, p. 85-156, 2009.
  • S. Benferhat, D. Dubois, H. Prade, M.-A. Williams. A framework for iterated belief revision using possibilistic counterparts to Jeffrey's rule. Fundamenta Informaticae, 99, p. 147-168, 2010.
  • J. Ma, W. Liu, D. Dubois, H. Prade. Revision rules in the theory of evidence. Proc 22nd International Conference on Tools with Artificial Intelligence (ICTAI 2010), Arras, 27-29/10/2010, Vol. 1, IEEE Computer Society, p. 295-302, 2010.

Possibilistic logic / Logique possibiliste

  • S. Benferhat, D. Dubois, L. Garcia, H. Prade. On the transformation between possibilistic logic bases and possibilistic causal networks.International Journal of Approximate Reasoning, Elsevier, v.29, n. 2, p. 135-173, février 2002.
  • S. Benferhat, H. 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
  • S. Benferhat, H. 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
  • D. Dubois, S. Konieczny, H. Prade. Quasi-possibilistic logic and its measures of information and conflit. Fundamenta Informaticae, 57, 2-4, p. 1001-125, 2003. pdf
  • D. Dubois, J. Mengin, H. 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
  • D. Dubois, H. Prade. Toward multiple-agent extensions of possibilistic logic. Proc. 16th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2007), London, 23-26/07/2007, IEEE, p. 187-192, 2007.
  • F. Dupin de Saint Cyr - Bannay, H. Prade. Handling uncertainty and defeasibility in a possibilistic logic setting. International Journal of Approximate Reasoning, 49 N. 1, p. 67-82, 2008. pdf
  • H. Prade. Current research trends in possibilistic logic: Multiple agent reasoning, preference representation, and uncertain database. In: Advances in Data Management. Zbigniew W. Ras, Agnieszka Dardzinska (Eds.), Springer, p. 311-330, 2009.
  • S. Benferhat, D. Dubois, H. Prade. Interventions in possibilistic logic. Proc. 3rd International Conference on Scalable Uncertainty Management (SUM 2009), Washington DC, 28-30/09/2009, Lluis Godo, Andrea Pugliese (Eds.), Springer, LNAI 5785, p. 40-54, 2009.
  • D. Dubois, H. Prade, S. Schockaert. Règles et méta-règles dans le cadre de la théorie des possibilités et de la logique possibiliste. Actes Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2010), Lannion (France), 18-19/11/2010, Cépaduès, p. 115-122, 2010.

Preference representation / Représentation des préférences

  • D. Dubois, S. Kaci, H. 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, Ll. Godo (Eds.), Springer-Verlag, p. 293-304, juillet 2005.
  • D. Dubois, S. Kaci, H. 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
  • R. Gérard, S. Kaci, H. Prade. Ranking alternatives on the basis of generic constraints and examples: A possibilistic approach. Proc. 20th International Joint Conference on Artificial Intelligence (IJCAI 2007), Hyderabad, 6-12/01/2007, p. 393-398, 2007.
  • S. Kaci, H. Prade. Relaxing ceteris paribus preferences with partially ordered priorities. Proc. 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2007), Hammamet, Oct. 30-Nov., Khaled Mellouli (Ed.), Springer, Lecture Notes in Artificial Intelligence, LNAI 4724, p. 660-671, 2007.
  • S. Kaci, H. Prade. Constraints associated with Choquet integrals and other aggregation-free ranking devices. Proc. 12th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU 2008), Málaga, Spain, 22-27/06/2008, Luis Magdelena, Manuel Ojeda-Aciego , José Luis Verdegay (Eds.), Univ. de Malaga, p. 1344-1351, 2008.
  • A. Hadj Ali, S. Kaci, H. Prade. Database Preferences queries - A possibilistic logic approach with symbolic priorities. Proc. 5th International Symposium on Foundations of Information and Knowledge Systems (FoiKS 2008), Pisa, 11-14/02/2008, Sven Hartmann, Gabriele Kern-Isberner (Eds.), Springer, LNCS 4932, p. 291-310, 2008.
  • S. Kaci, H. Prade. Mastering the processing of preferences by using symbolic priorities in possibilistic logic. Proc. 18th European Conference on Artificial Intelligence (ECAI 2008), Patras, 21-25/07/2008, IOS Press, p. 376-380, 2008.
  • C. Domshlak, E. Hullermeier, S. Kaci, H. Prade. Preferences in AI : An overview. Dans : Artificial Intelligence, Numéro spécial, Representing, Processing, and Learning Preferences : Theoretical and Practical Challenges, Elsevier, Vol.175, N°7-8, p 1037-1052, mai 2011. lien

Information Fusion / Fusion d'informations

  • Salem Benferhat, Didier Dubois, Henri Prade, Mary-Anne Williams. A practical approach to revising prioritized knowledge bases. 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. Fuzzy Sets and Systems, 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. 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. Annals of Mathematics and Artificial Intelligence, 34, 1-3, p. 217-252, 2002. pdf
  • Florence Dupin de Saint Cyr - Bannay, Henri Prade. Logical handling of uncertain, ontology-based, spatial information. Fuzzy Sets and Systems, 159, p. 1515-1534, 2008. pdf
  • Florence Dupin de Saint Cyr - Bannay, Robert Jeansoulin, Henri Prade. Fusing uncertain structured spatial information. Proc. 2nd International Conference on Scalable Uncertainty Management (SUM 2008), Naples, 1-3/10/2008, Sergio Greco, Thomas Lukasiewicz (Eds.), Springer, LNAI 5291, p. 174-188, 2008.
  • Steven Schockaert, Henri Prade. Merging conflicting propositional knowledge by similarity. Proc. 21st International Conference on Tools with Artificial Intelligence (ICTAI 2009), Newark, 2-5/11/2009, IEEE, p. 224-228, 2009.
  • Steven Schockaert, Henri Prade. An inconsistency-tolerant approach to information merging based on proposition relaxation. Proc. 24th AAAI Conference on Artificial Intelligence, AAAI 2010, (Maria Fox, David Poole, eds.), Atlanta, July 11-15, AAAI Press, p. 363-368, 2010.
  • Steven Schockaert, Henri Prade. Solving conflicts in information merging by a flexible interpretation of atomic propositions. Artificial Intelligence, Elsevier, vol. 175, n° 11, p.1815-1855, 2011. lien

Causality / Causalité

  • Jean-François Bonnefon, Rui Da Silva Neves, Didier Dubois, Henri Prade. Predicting causality ascriptions from background knowledge: model and experimental validation. International Journal of Approximate Reasoning, 48, p. 752-765, 2008.
  • Jean-François Bonnefon, Didier Dubois, Henri Prade. Transitive observation-based causation saliency, and the Markov condition. Proc. 2nd International Conference on Scalable Uncertainty Management (SUM 2008), Naples, 1-3/10/2008, Sergio Greco, Thomas Lukasiewicz (Eds.), Springer, LNAI 5291, p. 78-91, 2008.
  • Salem Benferhat, Jean-François Bonnefon, Philippe Chassy, Rui Da Silva Neves, Didier Dubois, Florence Dupin de Saint Cyr - Bannay, Daniel Kayser, Farid Nouioua, Sara Nouioua-Boutouhami, Henri Prade, Salma Smaoui. A comparative study of six formal models of causal ascription. Proc. 2nd International Conference on Scalable Uncertainty Management (SUM 2008), Naples, 1-3/10/2008, Sergio Greco, Thomas Lukasiewicz (Eds.), Springer, LNAI 5291, p. 47-62, 2008.
  • Henri Prade. Responsibility judgments: Steps towards a formalization. Proc. 12th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU 2008), Málaga, Spain, 22-27/06/2008, Luis Magdelena, Manuel Ojeda-Aciego, José Luis Verdegay (Eds.), Univ. de Malaga, p. 145-152, 2008.
  • Philippe Chassy, Henri Prade. Making Sense of a Sequence of Events: A Psychologically Supported AI Implementation . Proc. 3rd International Conference on Scalable Uncertainty Management (SUM 2009), Washington DC, 28-30/09/2009, Lluis Godo, Andrea Pugliese (Eds.), Springer, LNAI 5785, p. 111-123, 2009.

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. 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. 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. IEEE Transactions on Fuzzy Systems, IEEE Neural Networks Society, Piscataway-USA, v. 10, n. 3, p. 322-332, juin 2002.
  • Didier Dubois, Allel Hadj Ali, Henri Prade. A Possibility Theory-Based Approach to the Handling of Uncertain Relations between temporal Points. International Journal of Intelligent Systems, 22, p. 157-179, 2007.
  • Henri Prade. Proportion analogique et raisonnement à partir de cas. Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2008), Lens (France), 16-17/10/2008, Cépaduès Editions, p. 296-303, 2008.

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 : Proc. 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. Twenty-First National Conference on Artificial Intelligence (AAAI-06), Boston, 16/07/2006-20/07/2006, AAAI Press, p. 219-224, juillet 2006. pdf
  • Leila Amgoud, Henri Prade. Formalizing practical reasoning under uncertainty: An argumentation-based approach. Proc. IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2007), Silicon Valley, USA, 2-5/11/2007, Tsau Young (T.Y.) Li, Jeffrey M. Bradshaw, Matthias Klusch, Chengqi Zhang (Eds.), IEEE Computer Society, p. 189-195, 2007.
  • Leila Amgoud, Jean-François Bonnefon, Henri Prade. The logical handling of threats, rewards, tips, and warnings. Proc. 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2007), Hammamet, Oct. 30-Nov., LNAI 4724, Khaled Mellouli (Ed.), Springer-Verlag, p. 235-246, 2007.
  • Leila Amgoud, Henri Prade. Comparing decisions on the basis of a bipolar typology of arguments. In: Preferences and Similarities. Giacomo Della Riccia, Didier Dubois, Rudolf Kruse, Hans Joachim Lenz (Eds.), Springer, p. 249-264, 2008.
  • Leila Amgoud, Henri Prade. Using Arguments for Making and Explaining Decisions. Artificial Intelligence. 173, p. 413-436, 2009.

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
  • Didier Dubois, Hélène Fargier, Henri Prade, Régis Sabbadin. A survey of qualitative decision rules under uncertainty. In : Decision-making - Concepts and Methods. Denis Bouyssou, Didier Dubois, Marc Pirlot, Henri Prade (Eds.), Wiley, chap. 11, p. 435-473, 2009.

Trust / Evaluation de la confiance

  • Henri Prade. A qualitative bipolar argumentative view of trust. Dans / In : International Conference on Scalable Uncertainty Management (SUM 2007), Washington, DC, USA, 10/10/2007-12/10/2007, Vol. 4772, Henri Prade, V.S Subrahmanian (Eds.), Springer, Lecture Notes in Artificial Intelligence, LNAI, p. 268-276, 2007.
  • Jonathan Ben-Naim, Henri Prade. Evaluating trustworthiness from past performances: Interval-based approaches. Proc. 2nd International Conference on Scalable Uncertainty Management (SUM 2008), Naples, Italie, 1-3/10/2008, Springer-Verlag, p. 33-46, 2008.

Formal concept analysis / Analyse formelle de concepts

  • Didier Dubois, Florence Dupin de Saint Cyr - Bannay, Henri Prade. A possibility-theoretic view of formal concept analysis. Fundamenta Informaticae, 75 N. 1-4, p. 195-213, 2007.
  • Zainab Assaghir, Mehdi Kaytoue, Henri Prade. A possibility theory-oriented discussion of conceptual pattern structures. Proc. 4th International Conference on Scalable Uncertainty Management (SUM 2010), Toulouse, 27-29/09/2010, Amol Deshpande, Anthony Hunter (Eds.), Springer, LNAI 6379, p. 70-83, 2010.
  • Yassine Djouadi, Didier Dubois, Henri Prade. Possibility theory and formal concept analysis: context decomposition and uncertainty handling. Proc. 13th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU 2010), Dortmund, 28/06-02/07/2010, Eyke Hüllermeier, Rudolf Kruse, Frank Hoffmann (Eds.), Springer, LNAI 6178, p.260-269, 2010.
  • Yassine Djouadi, Didier Dubois, Henri Prade. Graduality, uncertainty and typicality in formal concept analysis. In: 35 years of Fuzzy Sets Theory. Chris Cornelis, Glad Deschrijver, Mike Nachtegael, Steven Schockaert (Eds.), Springer, p. 127-147, 2010.
  • Bruno Gaume, Emmanuel Navarro, Henri Prade. A parallel between extended formal concept analysis and bipartite graphs analysis. Proc. 13th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU 2010), Dortmund, 27/06-02/07/2010, Eyke Hüllermeier, Rudolf Kruse, Franck Hoffmann (Eds.), Springer, LNAI 6178, p. 270-280, 2010.
  • Henri Prade and Agnes Rico. Describing acceptable objects by means of Sugeno integrals. Proc. 2nd IEEE International Conference of Soft Computing and Pattern Recognition (SoCPaR 2010), Cergy-Pontoise, Dec. 7-10, 2010.

Analogical proportions and inference / Proportions analogiques and inférence

  • Laurent Miclet, Henri Prade. Handling analogical proportions in classical logic and fuzzy logics settings. Proc. European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2009), Verona, 1-3/07/2009, Claudio Sossai, Gaetano Chemello (Eds.), Springer, LNAI 5590, p. 638-650, 2009. pdf
  • Henri Prade, Gilles Richard. Analogy, Paralogy and Reverse Analogy: Postulates and Inferences. Proc. Annual German Conference on Artificial Intelligence (KI 2009), Padernorn Germany, 15-18/09/2009, Bärbel Mertsching, Marcus Hund, Zaheer Aziz (Eds.), Springer, LNAI 5803, p. 306-314, 2009.
  • Henri Prade, Gilles Richard. Analogical proportions: another logical view. Proc. SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge (UK), 15-17/12/2009, Max Bramer, Richard Ellis, Miltos Petridis (Eds.), Springer, p. 121-134, 2009.
  • Henri Prade, Gilles Richard. Testing analogical proportions with Google using Kolmogorov information theory. Proc. International Conference on Artificial Intelligence (FLAIRS 2009), Sanibel Island, Fl., 21-23/05/2009, AAAI Press, p. 272-277, 2009.
  • Henri Prade and Gilles Richard. Reasoning with logical proportions. Proc. 12th Inter. Conf. on the Principles of Knowledge Representation and Reasoning, Toronto, May 9-13, p. 545–555. AAAI, 2010.
  • Henri Prade, Gilles Richard. Logical proportions : Typology and roadmap. Proc 13th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU 2010), Dortmund, 28/06-02/07/2010, Eyke Hüllermeier, Rudolf Kruse, Franck Hoffmann (Eds.), Springer, LNCS 6178, p. 757-767, 2010.
  • Henri Prade, Gilles Richard. Multiple-valued logic interpretations of analogical, reverse analogical, and paralogical proportions. Proc. 40th IEEE International Symposium on Multiple-Valued Logic, ISMVL 2010, Barcelona, Spain, May 26-28. IEEE Computer Society, 258-263, 2010.
  • Henri Prade, Gilles Richard. Nonmonotonic reasoning – From cataloguing to analogizing. International Conference 30 years of Nonmonotonic Reasoning (Nonmon@30), Lexington, Oct. 22-25, 2010. pdf
  • Henri Prade, Gilles Richard and Bing Yao. Classification by means of fuzzy analogy-related proportions – A preliminary report. Proc. 2nd IEEE International Conference of Soft Computing and Pattern Recognition (SoCPaR 2010), Cergy-Pontoise, Dec. 7-10, 2010.

Classification and learning / Apprentissage et classification

  • 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
  • Julien Erny, Josette Pastor, Henri Prade. SimBa: A fuzzy Similarity-Based modelling framework for large-scale cerebral networks. Proc. 17th International Conference in Artificial Neural Network (ICANN 2007), Part 2, Porto, Sept. 9-13, , Joachim Marques de Sá, Luís A. Alexandre, Wlodzislaw Duch, Danilo P. Mandic (Eds.), Springer, Lecture Notes in Computer Science 4669, p. 29-38, 2007.
  • Mathieu Serrurier, Didier Dubois, Henri Prade, Thomas Sudkamp. Learning fuzzy rules with their implication operators. Data and Knowledge Engineering, 60, p. 71-89, 2007.
  • Mathieu Serrurier, Henri Prade. Introducing possibilistic logic in ILP for dealing with exceptions. Artificial Intelligence, 171, p. 939-950, 2007.
  • Mathieu Serrurier, Henri Prade. Improving expressivity of inductive logic programming by learning different kinds of fuzzy rules. Soft Computing, 11 N. 5, p. 459-466, 2007. pdf
  • Mathieu Serrurier, Henri Prade. A general framework for imprecise regression. Proc. 16th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2007), London (UK), 23-26/07/2007, IEEE, p. 1597-1602, 2007.
  • Henri Prade, Mathieu Serrurier. Bipolar version space learning. International Journal of Intelligent Systems, 23 N. 10, p. 1135-1152, 2008.
  • Henri Prade, Agnes Rico, Mathieu Serrurier, Eric Raufaste. Elicitating Sugeno integrals: methodology and a case study. Proc. European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2009), Verona, 1/07/2009, Claudio Sossai, Gaetano Chemello (Eds.), Springer, p. 712-723, 2009. pdf
  • Myriam Bounhas, Khaled Mellouli, Henri Prade, Mathieu Serrurier. From Bayesian classifiers to possibilistic classifiers for numerical data. Proc. 4th International Conference on Scalable Uncertainty Management (SUM 2010), Toulouse, 27-29/09/2010, Amol Deshpande, Anthony Hunter (Eds.), Springer, LNAI 6379, p. 112-125, 2010.
  • Henri Prade, Mathieu Serrurier. Why imprecise regression: a discussion. Proc. 5th International Conference on Soft Methods in Probability and Statistics (SMPS 2010), Oviedo, Sept. 28- Oct. 1, 2010, Springer, Advances in Intelligent and Soft Computing 77, p. 527-535, 2010.

Flexible Querying, Uncertain Data and Information Retrieval / Requêtes Flexibles, Données Incertaines, et Recherche d'Information

  • 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.
  • Martine de Calmès, Henri Prade, Florence Sèdes. Flexible Querying of Semi-Structured Data: a Fuzzy Set-Based Approach. International Journal of Intelligent Systems, Wiley, Vol. 22 N. 7, p. 723-737, 2007.
  • Mustapha Baziz, Mohand Boughanem, Yannick Loiseau, Henri Prade. Fuzzy logic and ontology-based information retrieval. In : Fuzzy Logic : A Spectrum of Theorical and Practical Issues. Paul Wang, Da Ruan, Etienne Kerre (Eds.), Springer, p. 193-218, 2007.
  • Didier Dubois, Henri Prade. Handling bipolar queries in fuzzy information processing. In: Fuzzy information processing in databases. José Galindo (Eds.), Information Science Reference, chap. 4, p. 97-114, Vol. 1, 2008.
  • Ourdia Bouidghaghen, Mohand Boughanem, Henri Prade, Ihab Mallak. A fuzzy logic approach to topic extraction in texts. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 17 N. Suppl. 1, p. 81-112, 2009.
  • Ihab Mallak, Henri Prade, Mohand Boughanem. Trouver de quoi parle un article sans le comprendre. Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2009), Annecy, 5-6/11/2009, Cépaduès Editions, p. 117-124, 2009.
  • Patrick Bosc, Olivier Pivert, Henri Prade. A model based on possibilistic certainty levels for incomplete databases. Proc. 3rd International Conference on Scalable Uncertainty Management (SUM 2009), Washington (USA), 28-30/09/2009, Lluis Godo, Andrea Pugliese (Eds.), Springer, LNAI 5785, p. 80-94, 2009.
  • Olivier Pivert, Henri Prade. Handling dirty databases: From users warning to data cleaning - Towards an interactive approach. Proc. 4th International Conference on Scalable Uncertainty Management (SUM 2010), Toulouse, 27-29/09/2010, Amol Deshpande, Anthony Hunter (Eds.), Springer, LNAI 6379, p. 292-305, 2010.
  • Patrick Bosc, Olivier Pivert, Henri Prade. A possibilistic logic view of preference queries to an uncertain database. Proc. 19th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'10), Barcelona, July 18-23, 2010.
  • Allel Hadjali, Olivier Pivert and Henri Prade. Possibilistic contextual skylines with incomplete preferences. Proc. 2nd IEEE International Conference of Soft Computing and Pattern Recognition (SoCPaR 2010), Cergy-Pontoise, Dec. 7-10, 2010.
  • Patrick Bosc, Olivier Pivert and Henri Prade. An uncertain database model and a query algebra based on possibilistic certainty. Proc. 2nd IEEE International Conference of Soft Computing and Pattern Recognition (SoCPaR 2010), Cergy-Pontoise, Dec. 7-10, 2010.

Special Issues / Numéros spéciaux de revues

  • Carmel Domshlak, Eyke Hüllermeier, Souhila Kaci, Henri Prade. “Representing, Processing, and Learning Preferences : Theoretical and Practical Challenges” Artificial Intelligence, Elsevier, v.175, n°7-8, 2011
  • Didier Dubois, Henri Prade. Special issue on Bipolar representations of information and preference .International Journal of Intelligent Systems, 23. Part 1A: Cognition and Decision, n°8 ; Part 1B: Cognition and Decision, n°9 ; Part2: Reasoning and Learning n°10, 2008.
  • 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.

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