Didier DUBOIS
85
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.
Publications
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Sequential Decision-Making Under Uncertainty Using Hybrid Probability-Possibility Functions18th International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2021), Sep 2021, Umeå (virtual), Sweden. pp.54-66, ⟨10.1007/978-3-030-85529-1_5⟩
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Sugeno Integrals and the Commutation Problem15th International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2018), Oct 2018, Mallorca, Spain. pp.48-63, ⟨10.1007/978-3-030-00202-2_5⟩
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Commutation des intégrales de Sugeno discrètes27èmes Rencontres francophones sur la Logique floue et ses applications (LFA 2018), Oct 2018, Arras, France
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Deciding under ignorance: in search of meaningful extensions of the Hurwicz criterion to decision trees7th International Conference on Soft Methods in Probability and Statistics (SMPS 2014), Sep 2014, Varsovie, Poland. pp.3-11, ⟨10.1007/978-3-319-10765-3_1⟩
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Material flow analysis for identifying rare earth element recycling potentials in the EU-2714th International Waste Management and Landfill Symposium (SARDINIA 2013), Sep 2013, Cagliari, Italy. pp.1-10
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Contraintes floues et réconciliation de donnéesRencontres Francophones sur la Logique Floue et ses Applications (LFA 2012), Nov 2012, Compiègne, France. pp.105-112
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Capacity Refinements and Their Application to Qualitative Decision Evaluation10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2009), Jul 2009, Verona, Italy. pp.311-322, ⟨10.1007/978-3-642-02906-6_28⟩
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Raffinements d'une fonction d'ensemble monotone non-additiveRencontres Francophones sur la Logique Floue et ses Applications (LFA 2008), Oct 2008, Lens, France. pp.76-83
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Lexicographic refiniments of Sugeno integrals9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQUARU 2007), Oct 2007, Hammamet, Tunisia. pp.611-622, ⟨10.1007/978-3-540-75256-1_54⟩
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An axiomatization of conditional possibilistic preference functionals9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2007), Oct 2007, Hammamet, Tunisia. pp.803-815, ⟨10.1007/978-3-540-75256-1_70⟩
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Qualitative decision making with bipolar informationTenth International Conference on Principles of Knowledge Representation and Reasoning (KR 2006), Jun 2006, Lake District, United Kingdom. pp.175-186
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On the qualitative comparison of sets of positive and negative affects8th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2005), Jul 2005, Barcelone, Spain. pp.305-316, ⟨10.1007/11518655_27⟩
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Representation of Incomplete Probabilistic Information2nd International Conference on Soft Methodology and Random Information Systems (SMPS 2004), Sep 2004, Oviedo, Spain. pp.149-156
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Joint Treatment of Imprecision and Randomness in Uncertainty Propagation10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2004), Jul 2004, Perugia, Italy
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Fuzzy interval analysis using the method of profilesRencontres francophones sur la logique floue et ses applications (LFA 2004), Nov 2004, Nantes, France. pp.25-32
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A unified framework for order-of-magnitude confidence relations20th Conference on Uncertainty in Artificial Intelligence (UAI 2004), Jul 2004, Banff, Canada. pp.138-145
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A generalized vertex method for computing with fuzzy intervalsIEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2004), IEEE, Jul 2004, Budapest, Hungary. pp.541-546, ⟨10.1109/FUZZY.2004.1375793⟩
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Propagation of uncertainty involving imprecision and randomness3rd Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2003), European Society for Fuzzy Logic and Technology, Sep 2003, Zittau, Germany. pp.1-6
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Representation of incomplete probabilistic informationRencontres francophones sur la Logique Floue et ses Applications (LFA 2003), Nov 2003, Tours, France. pp.65-72
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Qualitative Decision Rules under Uncertainty7th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2003), Jul 2003, Aalborg, Denmark. pp.1-21, ⟨10.1007/978-3-540-45062-7_1⟩
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Qualitative Decision Rules under Uncertainty (ECSQARU 2003)7th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2003), Jul 2003, Aalborg, Denmark. pp.1-21, ⟨10.1007/978-3-540-45062-7_1⟩
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On the Limitation of Ordinal Approaches to Decision Making8th conference on Principles of Knowledge Representation and Reasoning, Apr 2002, Toulouse, France. pp.133-144
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On the limitations of ordinal approaches to decision-makingEights International Conference on Principles and Knowledge Representation and Reasoning (KR 2002), Apr 2002, Toulouse, France. pp.133-144
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Acceptance, Conditionals, and Belief RevisionInternational Workshop on Conditionals, Information, and Inference (WCII 2002), May 2002, Hagen, Germany. pp.38-58, ⟨10.1007/11408017_3⟩
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On concordance rules based on non-additive measures: an axiomatic approach22nd Linz seminar on Fuzzy Set Theory (LINZ 2001), Feb 2001, Linz, Austria. pp.44-47
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Towards a qualitative multicriteria decision theoryEUROFUSE Workshop on Preference Modeling and Applications (EUROFUSE 2001), Apr 2001, Granada, Spain. pp.1-8
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Multiple-sources informations fusion - a pratical inconsistency-tolerant approach8th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU 2000), Jul 2000, Madrid, Spain
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Fuzzy PERT in series-prallel graphs9th IEEE International Conference on Fuzzy Systems (FUZZ- IEEE 2000), IEEE Neural Networks Council, May 2000, San Antonio (Texas), United States. pp.717-722, ⟨10.1109/FUZZY.2000.839120⟩
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Fusion d'informations multi-sources : une approche pratique tolérant les incohérencesRencontres Francophones sur la Logique Floue et ses Applications (LFA 2000), Oct 2000, La Rochelle, France
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Possibilistic likelihood relations7th International Conference on Information Processing and Management of Uncertainty (IPMU 1998), Jul 1998, Paris, France. pp.1196--1202
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Comparative uncertainty, belief functions and acceptedbeliefs14th Conference on Uncertainty in Artificial Intelligence (UAI 1998), Jul 1998, Madison, WI, United States. pp.113--120
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Decision-making under ordinal preferences and uncertainty (AAAI 1997)Spring Symposium Series on Qualitative Preferences in Deliberation and Practical Reasoning (AAAI 1997), AAAI, Mar 1997, Stanford, CA, United States
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Ordered weighted operations, discri-min and leximin in multicriteria decision2nd World Automation Congress (WAC 1996), May 1996, Montpellier, France. pp.167--172
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Refining the maximin approach to decision-making in fuzzy environment6th International Fuzzy Systems Association World Congress (IFSA 1995), Brazilian Instituto for Space Research (INPE); International Fuzzy Systems Association (IFSA), Jul 1995, Sao Paulo, Brazil. pp.313-316
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Job-shop scheduling with flexible constraints via possibility theory13rd European Congress on Operational Research: "Operational Research Designing Pratical Solutions" (EURO-XIII 1994), Jul 1994, Glasgow, Ecosse, United Kingdom
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The use of Fuzzy constraints in job-shop schedulingIJCAI-93 Workshop on Knowledge-Based Production Planning, Scheduling and Control (W20 1993), Aug 1993, Chambéry, France. pp.101-112
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Handling flexibility and uncertainty in job-shop scheduling1st Workshop on Fuzzy Logic in Artificial Intelligence - Fuzzy Scheduling Systems (FLAI 1993), Jul 1993, Linz, Austria
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The calculus of fuzzy restrictions as a basis for flexible constraint satisfaction2nd International Conference on Fuzzy Systems 1993, IEEE, Mar 1993, San Francisco, CA, United States. pp.1131-1136, ⟨10.1109/FUZZY.1993.327356⟩
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New directions in ordinal evaluation: Sugeno integrals and beyondMichalis Doumpos; José Rui Figueira; Salvatore Greco; Constantin Zopounidis. New Perspectives in Multiple Criteria Decision Making: Innovative Applications and Case Studies, Springer, Cham, pp.177-228, 2019, Multiple Criteria Decision Making book series (MCDM), 978-3-030-11481-7. ⟨10.1007/978-3-030-11482-4_7⟩
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Qualitative Bipolar Decision Rules: Toward More Expressive SettingsGreco, Salvatore; Marquez Peirera, Ricardo; Squillante, Massimo; Yager, Ronald R.; Kacprzyk, Janusz. Preferences and Decisions - Models and Applications., 257, Springer, pp.139-158, 2010, Studies in Fuzziness and Soft Computing book series (STUDFUZZ), 978-3-642-15975-6. ⟨10.1007/978-3-642-15976-3_9⟩
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A survey of qualitative decision rules under uncertaintyBouyssou, Denis; Dubois, Didier; Pirlot, Marc; Prade, Henri. Decision Making Process: Concepts and Methods, Chapter 11, Wiley, pp.435-473, 2009, 978-1848211162
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Scheduling under flexible constraints and uncertain data: The fuzzy approachLopez, Pierre; Roubellat, François. Production Scheduling, Chapter 11: Scheduling Under Flexible Constraints and Uncertain Data: The Fuzzy Approach, Wiley, pp.301-332, 2008, 978-1-848-21017-2
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An overview of bipolar qualitative decision rulesDella Riccia, Giacomo; Dubois, Didier; Kruse, Rudolf; Lenz, Hans-Joachim. Preferences and Similarities, 504, Springer, pp.47-73, 2008, CISM International Centre for Mechanical Sciences book series (CISM), 978-3-211-85431-0. ⟨10.1007/978-3-211-85432-7_3⟩
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Critères qualitatifs pour la décision dans l'incertainBouyssou, Denis; Dubois, Didier; Pirlot, Marc; Prade, Henri. Concepts et méthodes pour l'aide à la décision 2 : risque et incertain, Chapitre 4, Lavoisier, pp.99-137, 2006, Traité IC2, série Informatique et Systèmes d'Information, 978-2746212909
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Joint treatment of imprecision and randomness in uncertainty propagationBernadette Bouchon-Meunier; Giulianella Coletti; Ronald Yage. Modern Information Processing : From Theory to Applications, Elsevier Science, pp.37-47, 2006, 978-0-444-52075-3. ⟨10.1016/B978-044452075-3/50004-2⟩
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Representation of incomplete probabilistic informationSoft methodology and random information systems, 26, Springer, pp.149-156, 2004, Advances in Soft Computing book series (AINSC), 978-3-540-22264-4. ⟨10.1007/978-3-540-44465-7_17⟩
Chapitre d'ouvrage
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Qualitative decision rules under uncertaintyGiacomo Della Riccia; Didier Dubois; Rudolf Kruse; Hans-J. Lenz. Planning Based on Decision Theory, 472, Springer Wien, pp.3-26, 2003, International Centre for Mechanical Sciences book series (CISM), 978-3-211-40756-1. ⟨10.1007/978-3-7091-2530-4_1⟩
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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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Ordonnancement sous contraintes flexibles et données incertaines : l'approche floueLopez, Pierre; Roubellat, François. Ordonnancement de la production, Chapitre 12, Hermes Science, pp.361-391, 2001, HERMES - Systèmes Pour l’Ingénieur - ic2 productique, 978-2746201842
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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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Beyond min aggregation in multicriteria decision: (Ordered) weighted min, discri-min, leximinRonald R. Yager; Janusz Kacprzyk. The Ordered Weighted Averaging Operators: Theory and Applications, Kluwer Academic Publ.; Springer US, pp.181--192, 1997, 978-0792399346. ⟨10.1007/978-1-4615-6123-1_15⟩
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Handling priority and preference in constraint satisfaction problems: A possibility theory based approachBaldwin, James Frederick. Fuzzy Logic, John Wiley & Sons, pp.5--32, 1996, 978-0471962816
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Belief revision and updates in numerical formalismsAllen Kent; James G. Williams. Encyclopedia of Microcomputers, 17 : Strategies in the Microprocess Industry to TCP/IP Internetworking: Concepts: Architecture: Protocols, and Tools, CRC Press, pp.135-171, 1995, 978-0824727154
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Propagation and satisfaction of flexible constraintsYager, Ronald R.; Zadeh, L.A. Fuzzy Sets, Neural Networks and Soft Computing, Chapter 7, Van Nostrand Reinhold; Wiley, pp.166--187, 1994, 978-0442016210
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L'Aide à la Décision à l'IRIT[Rapport de recherche] IRIT/RR--2015--10—FR, Institut de Recherche en Informatique de Toulouse (IRIT). 2015
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Ordonnancement dans l'incertain : l'approche par la théorie des possibilités[Rapport de recherche] IRIT : Institut en recherche Informatique de Toulouse. 2001
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Choix dans l'incertain avec des règles de décision ordinales[Rapport de recherche] IRIT : Institut de Recherche en Informatique de Toulouse. 1998
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Approche possibiliste de la décision qualitative dans l'incertain[Research Report] IRIT : Institut de Recherche en Informatique de Toulouse. 1997
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Agrégation de critères et préférences conditionnelles[Research Report] IRIT : Institut de Recherche en Informatique de Toulouse. 1996
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Contraintes flexibles et applications[Research Report] IRIT : Institut de Recherche en Informatique de Toulouse. 1995
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Affiner l'approche max-min de la décision en environnement flou[Rapport de recherche] IRIT : Institut de Recherche en Informatique de Toulouse. 1995
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