Didier DUBOIS
115
Documents
Présentation
<a name="OLE_LINK107"></a><a name="OLE_LINK106"></a>Didier Dubois is an Emeritus Research Advisor at IRIT, the Computer Science Department of Paul Sabatier University in Toulouse, France and belongs to the French National Centre for Scientific Resarch (CNRS). He holds a Doctorate in Engineering from ENSAE, Toulouse (1977), a Doctorat d'Etat from Grenoble University (1983) and an Honorary Doctorate from the Faculté Polytechnique de Mons, Belgium (1997) and from Obuda University Budapest (2016). He is the co-author, with Henri Prade, of two books on fuzzy sets and possibility theory, and 15 edited volumes on uncertain reasoning and fuzzy sets. Also with Henri Prade, he coordinated the HANDBOOK of FUZZY SETS series published by Kluwer (7 volumes, 1998-2000, 2 of which he co-edited). It includes the book Fundamentals of Fuzzy Sets, edited again with H. Prade (Kluwer, Boston, 2000). He has contributed about 200 technical journal papers on uncertainty theories and applications.
Didier Dubois has been an Advisory Editor of the IEEE Transactions on Fuzzy Systems. He is a member of the Editorial Board of several technical journals, such as the International Journal on Approximate Reasoning, General Systems, and Information Sciences among others. Since January 1, 1999, he has been co-Editor-in -Chief of Fuzzy Sets and Systems. He is a former president of the International Fuzzy Systems Association (1995-1997).
<a name="OLE_LINK8"></a><a name="OLE_LINK7"></a>His topics of interest range from Artificial Intelligence to Operations Research and Decision Sciences, with emphasis on the modelling, representation and processing of imprecise and uncertain information in reasoning and problem-solving tasks.
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Provenance Calculus and Possibilistic Logic: A Parallel and a Discussion17th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2023), CRIL, Université d’Artois - CNRS, Sep 2023, Arras, France. pp.427-441, ⟨10.1007/978-3-031-45608-4_32⟩
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A General Framework for Revising Belief Bases Using Qualitative Jeffrey's Rule18th International Symposium on Methodologies for Intelligent Systems (ISMIS'09), 2009, Prague, Czech Republic. pp.612-621
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Interventions in Possibilistic LogicThird International Conference on Scalable Uncertainty Management (SUM 2009), 2009, Washington, United States. pp.40-54, ⟨10.1007/978-3-642-04388-8_5⟩
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A general framework for revising belief based using qualitative Jeffrey's rule18th International Symposium on Methodologies for Intelligent Systems (ISMIS 2009), Sep 2009, Prague, Czech Republic. pp.612-621, ⟨10.1007/978-3-642-04125-9_64⟩
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A Comparative Study of Six Formal Models of Causal Ascription2nd International Conference on Scalable Uncertainty Management (SUM 2008), Oct 2008, Naples, Italy. pp.47-62, ⟨10.1007/978-3-540-87993-0_6⟩
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Logique possibiliste avec calcul symbolique sur des poids partiellement contraintsRencontres Francophones sur la Logique Floue et ses Applications (LFA 2004), Nov 2004, Nantes, France. pp.67-74
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Représentation bipolaire et modification de préférences en logique possibiliste13ème Congrès Francophone de Reconnaissance des Formes et d'Intelligence Artificielle (RFIA 2002), AFRIF-AFIA, 2002, Angers, France. pp.955-964
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Bipolar representation and fusion of preferences in the possibilistic logic framework8th International Conference on Principles of Knowledge Representation and Reasoning (KR 2002), Apr 2002, Toulouse, France. pp.421-432
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A big-stepped probability approach for discovering default rules9ème Conférence internationale sur le Traitement d'Information et la Gestion d'Incertitudes dans les Systèmes à Base de Connaissance (IPMU 2002), Jul 2002, Annecy, France. pp.283-289
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Possibilistic logic representation of preferences : relating prioritized goals and satisfaction levels expressions15th European Conference on Artificial Intelligence (ECAI 2002), European Coordination Committee on Artificial Intelligence, 2002, Lyon, France. pp.685-689
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Bipolar possibilistic representations18th Conference on Uncertainty in Artificial Intelligence (UAI 2002), Aug 2002, Edmonton, Canada. pp.45-52
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Bridging logical, comparative and graphical possibilistic representation frameworks6th European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU 2001), Sep 2001, Toulouse, France. pp.422-431, ⟨10.1007/3-540-44652-4_37⟩
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Modification possibiliste de connaissances et de préférencesSecondes Journées Nationales sur les Modèles de Raisonnement (JNMR 2001), May 2001, Arras, France
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Graphical readings of possibilisitc logic bases17th Conference on Uncertainty in Artificial Intelligence (UAI 2001), Association for Uncertainty in Artificial Intelligence, Aug 2001, Seattle, United States. pp.24-31
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Bridging logical, comparative and graphical possibilistic representation framaworks6th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2001), 2001, Toulouse, France. pp.422-431, ⟨10.1007/3-540-44652-4_37⟩
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Towards learning default rules by identifying big-stepped probabilitiesJoint 9th IFSA Congress and 20th NAFIPS International Conference (IFSA 2001), Jul 2001, Vancouver, Canada. pp.1850-1855, ⟨10.1109/NAFIPS.2001.943834⟩
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Graphical readings of possibilistic logic bases17th Conference Uncertainty in Artificial Intelligence (UAI 2001), Association for Uncertainty in Artificial Intelligence, Aug 2001, Seattle, United States. pp.24-31
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Independence in Qualitative Uncertainty Frameworks7th International Conference on Principles of Knowledge Representation and Reasoning (KR 2000), Apr 2000, Breckenridge, Colorado, United States. pp.235-246
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Vers l'apprentissage de règles tolérant les exceptions avec des probabilités à grandes marchesRencontres francophones sur la logique floue et ses applications (LFA 2000), 2000, La Rochelle, France. pp.317-324
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Encoding classical fusion in ordered knowledge bases framework8th International workshop on Non-Monotonic Reasoning: Uncertainty frameworks in NMR (NMR 2000), Apr 2000, Breckenridge, CO, United States
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A postulate-based analysis of merging operations in possibilistic logicSixteenth Conference on Uncertainty in Artificial Intelligence (UAI 2000), Association for Uncertainty in AI (AUAI), Jun 2000, Stanford, CA, United States. pp.24-31
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Kalman-like filtering and updating in a possibilistic setting14th European Conference on Artificial Intelligence (ECAI 2000), Aug 2000, Berlin, Germany. pp.8-12
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Codage de la fusion classique d'informations en logique possibilisteRencontres francophones sur la logique floue et ses applications (LFA 2000), Oct 2000, La Rochelle, France. pp.131-138
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A principled analysis of merging operations in possibilistic logicSixteenth Conference on Uncertainty in Artificial Intelligence (UAI 2000), Association for Uncertainty in AI (AUAI), Jun 2000, Stanford, United States. pp.24-31
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Codage des opérateurs de fusion classiques en logique possibilisteWorkshop sur l'agrégation et la fusion de données 2000, Apr 2000, Douz, Tunisie
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Independence relations in the possibilistic setting and their use (Extended abstract )Workshop on Partial Knowledge and Uncertainty: Independence, Conditioning, Inference 2000, May 2000, Rome, Italy
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Une approche qualitative de l'indépendance pour le raisonnement de l'incertain12ème Congrés francophone Reconnaissance de forme et intélligence artificielle (RFIA 2000), AFRIF : Association Française pour la Reconnaissance et l'Interprétation des Formes; AFIA : Association française pour l'intelligence artificielle., Feb 2000, Paris, France. pp.505-514
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Encoding Information Fusion in Possibilistic Logic : A general Framework for Rational Syntactic Merging14th European Conference on Artificial Intelligence (ECAI 2000), Aug 2000, Berlin, Germany. pp.3-7
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A sequentiel reversible belief revision method based on polynomials16th AAAI Conference on Artificial Intelligence (AAAI 1999), AAAI: Association for the Advancement of Artificial Intelligence, Jul 1999, Orlando, Floride, United States. pp.733--738
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Possibilistic logic bases and possibilistic graphs15th Conference on Uncertainty in Artificial Intelligence (UAI 1999), 1999, Stockholm, Sweden. pp.57-64
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A practical approach to revising prioritized knowledge-bases3rd International Conference on Knowledge-Based Intelligent Information Engineering Systems (KES 1999), Aug 1999, Adelaïde, SA, Australia. pp.170--174, ⟨10.1109/KES.1999.820146⟩
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Towards a possibilistic handling of preferences16th International Joint Conference on Artificial Intelligence (IJCAI 1999), International Joint Conferences on Artificial Intelligence Organization, 1999, Stockholm, Sweden. pp.1370-1375
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Towards fuzzy default reasoning18th International Conference of the North American Fussy Information Processing Society (NAFIPS1999), Jun 1999, New York, United States. ⟨10.1109/NAFIPS.1999.781645⟩
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A Practical Approach to Fusing Prioritized Knowledge Bases9th Portuguese Conference on Artificial Intelligence (EPIA 1999), Portuguese Association for Arti cial Intelligence (APPIA), Sep 1999, Evora, Portugal. pp.222-236, ⟨10.1007/3-540-48159-1_16⟩
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Towards a possibilistic logic handling of preferences16th International Joint Conference on Artificial Intelligence (IJCAI 1999), International Joint Conferences on Artificial Intelligence Organization, Jul 1999, Stockholm, Sweden. pp.1370--1375
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A sequential reversible belief revision methods based on polynomials16th National conference in Artificial Intelligence (AAAI 1999), AAAI: Association for the Advancement of Artificial Intelligence, Jul 1999, Orlando, Florida, United States. pp.733-738
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Réseaux possibilistes orientés et logique possibiliste11ème congrès Reconnaissance des Formes et Intelligence Artificielle (RFIA 1998), AFCET : Association française pour la cybernétique économique et technique; AFIA : Association française pour l'intelligence artificielle, Auteur, Jan 1998, Clermont-Ferrand, France. pp.235-244
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Reasoning under inconsistency based on inplicity-specified partial qualitative probability relations : a unified frameworkFifteenth National Conference on Artificial Intelligence (AAAI 1998), 1998, Madison, Wisconsin, United States. pp.121-126
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A general approach for inconsistency handling and merging information in prioritized knowledge bases6th Int Conf. Principles of Knowledge Representation and Reasoning (KR 1998), 1998, San Francisco CA, United States. pp.466-477
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Reasoning under inconsistency based on implicitly-specified partial qualitative probability relations: a unified framework15th National Conference on Artificial Intelligence / 10th Innovative Applications of Artificial Intelligence Conference (AAAI / IAAI 1998), AAAI; IAAI, Jul 1998, Madison, Wisconsin, United States. pp.121--126
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Directed possibilistic graphs and possibilistic logic7th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU 1998) = Septième conférence internationale IPMU Traitement d'information et gestion d'incertitudes dans les systèmes à base de connaissances, Jul 1998, Paris, France. pp.1470-1471
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Syntactic combination of uncertain information : Possibilistic approach1st International Joint Conference on Qualitative and quantitative practical reasoning (ECSQARU/FAPR 1997), Jun 1997, Bad Honnef, Germany. pp.30-42, ⟨10.1007/BFb0035610⟩
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Possibilistic semantics of conditional knowledge14th National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference (AAAI 1997), AAAI: Association for the Advancement of Artificial Intelligence, Jul 1997, Providence, Rhode Island, United States. pp.70--75
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Lois, structures et dépendances (groupe LSD)6èmes journées nationales du PRC-GDR Intelligence Artificielle (PRC-GDR IA 1997), Mar 1997, Grenoble, France. pp.145-160
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Beyond counter-examples to nonmonotonic formalisms : A possibility-theoretic analysis12th European Conference on Artificial Intelligence (ECAI 1996), Aug 1996, Budapest, Hungary. pp.652-656
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Coping with the limitations of rational inference in the framework of possibility theory12th Conference on Uncertainty in Artificial Intelligence (UAI 1996), Aug 1996, Portland, United States. pp.90--97, ⟨10.48550/arXiv.1302.3559⟩
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Inconsistency-tolerant inference in prioritized knowledge basesInternational Seminar on Fuzzy Sets, Logics, and Artificial Intelligence (LINZ 1996), Feb 1996, Linz, Austria
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Reasoning in inconsistent stratified knowledge bases26th IEEE International Symposium on Multiple-Valued Logic (ISMVL 1996), IEEE, 1996, Santiago de Compostela, Spain. pp.184-189, ⟨10.1109/ISMVL.1996.508357⟩
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Coping with the limitations of rational inference in the framework of possibility theory12th Conference on Uncertainty in Artificial Intelligence (UAI 1996), Aug 1996, Portland, Oregon, United States. pp.90-97
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Gestion d'informations contradictoires dans les systèmes à base de connaissances4th Magrebian Conference on Software Engineering and Artificial Intelligence (MCSEAI 1996), Apr 1996, Alger, Zeralda, Algérie. pp.235-246
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From linear possibility distributions to a non-infinitesimal probabilistic semantics of conditional knowledgeInternational Multidiscoplinary conference on Intelligent Systems: A Semiotic Perspective (MCIS 1996), Oct 1996, Gaithersburg, Maryland, United States. pp.128-133
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Explaining away in a possibilistic setting6th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 1996), Jul 1996, Granada, Spain. pp.929-934
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A conditional approach to possibilistic abduction3rd European Congress on Intelligent Techniques and Soft Computing (EUFIT 1995), Aug 1995, Aachen, Germany. pp.64-68
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Possibilistic semantics of nonmonotonic consequence relationship3 rd European Congress on Intelligent Techniques and Soft Computing (EUFIT 1995), Aug 1995, Aachen, Germany. pp.55-59
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Possibilistic independence and plausible reasoning1st Conference Foundations and applications of possibility theory (FAPT 1995), Dec 1995, Ghent, Belgium. pp.47-63
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A local approach to reasoning under inconsistency in stratified knowledge bases3rd European conference Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ESCQARU 1995), Jul 1995, Fribourg, Switzerland. pp.36-43, ⟨10.1007/3-540-60112-0_5⟩
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How to infer from inconsistent beliefs without revising ?14th international joint conference on Artificial intelligence (IJCAI 1995), 1995, Montreal, Canada. pp.1449-1455
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Représentation des connaissances conditionnelles3rd Maghrebian Conference on Software Engineering and Artificial Intelligence (MCSEAI 1994), Apr 1994, Rabat, Maroc. pp.79-88
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Expressing independence in a possibilistic framework and its application to default reasoning11th European Conference on Artificial Intelligence (ECAI 1994), Aug 1994, Amsterdam, Netherlands. pp.150-154
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Inférence argumentée dans les bases de connaissances inconsistantes et stratifiées9ème Congrès Reconnaissance des Formes et Intelligence Artificielle (RFIA 1994), Association pour la recherche cognitive France; Institut national de recherche en informatique et en automatique France; Association française des sciences et technologies de l'information et des systèmes; Association française pour l'intelligence artificielle, Jan 1994, Paris, France. pp.495--506
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Inférence argumentée dans des bases de connaissances incertaines et inconsistantes9ème congrès Reconnaissance des Formes et Intelligence Artificielle (RFIA 1994), AFCET : Association française pour la cybernétique économique et technique, Jan 1994, Paris, France. pp.495-506
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Inconsistency management and prioritized syntax-based entailment13th International Joint Conference on Artificial Intelligence (IJCAI 1993), The International Joint Conferences on Artificial Intelligence, Inc., Aug 1993, Chambéry, France. pp.640--645
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Possibilistic logic: From nonmonotonicity to logic programmingEuropean Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU 1993), Nov 1993, Granada, Spain. pp.17--24, ⟨10.1007/BFb0028177⟩
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Inconsistency management and prioritized syntax-based entailment13th international joint conference on Artifical intelligence (IJCAI 1993), Aug 1993, Chambéry, France. pp.640-645
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Argumentative inference in uncertain and inconsistent knowledge base9th Conference on Uncertainty in Artificial Intelligence (UAI 1993), Jul 1993, Washington, DC, United States. pp.411--419, ⟨10.48550/arXiv.1303.1503⟩
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Representing default rules in possibilistic logic3rd International Conference on Principles of Knowledge Representation and Reasoning (KR 1992), Oct 1992, Cambridge, MA, United States. pp.673--684
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Représentations de l'incertitude en intelligence artificielleMarquis, Pierre; Papini, Odile; Prade, Henri. Panorama de l'Intelligence Artificielle, 1 : Représentation des connaissances et formalisation des raisonnements (Chapitre 3), Cépaduès Editions, pp.65--121, 2014, 978-2364930414
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Possibilistic logic: A theoretical framework for multiple source information fusionLeon Reznik; Vladik Kreinovich. Soft Computing in Measurement and Information Acquisition, 127, Springer-Verlag, pp.68-89, 2003, Studies in Fuzziness and Soft Computing book series (STUDFUZZ), 978-3-540-36216-6. ⟨10.1007/978-3-540-36216-6_6⟩
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A computational model for belief change and fusing ordered belief basesH.Rott; M.Williams. Frontiers of Belief Revision, 22, Kluwer Academic, pp.109-134, 2001, Applied Logic Series book series (APLS), 978-90-481-5720-4. ⟨10.1007/978-94-015-9817-0_5⟩
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Decision, Non-monotonicreasoning, possibilistic logic: An introductory survey of recent resultsJack Minker. Logic-Based Artificial Intelligence, 597 (chapter 15), Springer, pp.333-358, 2001, The Springer International Series in Engineering and Computer Science book series (SECS), 978-1-4613-5618-9. ⟨10.1007/978-1-4615-1567-8_15⟩
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Fusion de Connaissances ou de Préférences en Intelligence ArtificielleHenri Prade; Robert Jeansoulin; C Garbay. Le temps, l'espace et l'évolutif en sciences, Tome 2, Cepadues éditions, Toulouse, pp.243-257, 2000, 978-2-85428-535-2
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An overview of possibilistic logic and its application to nonmonotonic reasoning and data fusionGiacomo Della Riccia; Rudolf Kruse; Hanz-J. Lenz. Computational Intelligence in Data Mining, 408, Springer, pp.69-93, 2000, International Centre for Mechanical Sciences book series (CISM), 978-3-211-83326-1. ⟨10.1007/978-3-7091-2588-5_4⟩
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Decision, nonmonotonic reasoning and possibilistic logic : an introductory survey of recent resultsLogic-based artificial intelligence, 597, Springer; Kluwer Academic, pp.333-358, 2000, The Springer International Series in Engineering and Computer Science book series (SECS), 978-1-4613-5618-9. ⟨10.1007/978-1-4615-1567-8_15⟩
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Some syntactic approaches to the handling of inconsistent knowledge bases : A comparative study. Part 2 : the prioritized caseEwa Orlowska. Logic at work: Essays Dedicated to the Memory of Helena Rasiowa ; ISBN: 978-3-7908-1864-2 ; ISSN: 1434-9922, 24, Physica-Verlag, Heidelberg, pp.473-511, 1999, Studies in Fuzziness and Soft Computing
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An overview of inconsistency-tolerant inferences in prioritized knowledge basesDidier Dubois; Henri Prade; Erich Peter Klement. Fuzzy Sets, Logic and Reasoning about Knowledge, 15, Springer Netherlands, pp.395--417, 1999, Applied Logic Series book series (APLS), 978-90-481-5324-4. ⟨10.1007/978-94-017-1652-9_25⟩
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Some syntactic approaches to the handling of inconsistent knowledge bases: A comparative study Part 2: The prioritized caseOrlowska, Ewa. Logic at Work: Essays Dedicated to the Memory of Helena Rasiowa, 24 (Chapter 26), Physica-Verlag, pp.473--511, 1998, Book series: Studies in Fuzziness and Soft Computing (STUDFUZZ), 978-3790811643
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From semantic to syntactic approaches to Information combination in possibilistic logicBernadette Bouchon-Meunier. Aggregation and Fusion of Imperfect Information, 12, Physica, Heidelberg, pp.141-151, 1998, Studies in Fuzziness and Soft Computing book series (STUDFUZZ), 978-3-7908-1889-5. ⟨10.1007/978-3-7908-1889-5_9⟩
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Hypothetical reasoning in possibilistic logic: basic notions and implementation issuesWang, P.Z.; Loe, K.F. Between Mind and Computer, Fuzzy Science and Engineering, 1, World Scientific, pp.1--29, 1994, Advances in Fuzzy Systems - Applications and Theory, ⟨10.1142/9789814503679_0001⟩
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