Didier DUBOIS
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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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Learning rule sets and Sugeno integrals for monotonic classification problemsFuzzy Sets and Systems, 2020, 401, pp.4-37. ⟨10.1016/j.fss.2020.01.006⟩
Article dans une revue
hal-02427608v1
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Decision-making with Sugeno integralsOrder, 2016, 33 (3), pp.517-535. ⟨10.1007/s11083-015-9382-8⟩
Article dans une revue
hal-01184340v1
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Extracting Decision Rules from Qualitative Data via Sugeno Utility FunctionalsInternational Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2018), Jun 2018, Cadiz, France. pp.253-265
Communication dans un congrès
hal-01670924v1
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Sugeno Integral for Rule-Based Ordinal ClassificationIJCAI Workshop on Learning and Reasoning: Principles and Applications to Everyday Spatial and Temporal Knowledge (IJCAI-ECAI 2018), International Joint Conference on Artificial Intelligence, Jul 2018, Stockholm, Sweden
Communication dans un congrès
hal-01889785v1
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Enhancing the expressive power of Sugeno integrals for qualitative data analysisEUSFLAT 2017 - 10th Conference of the European Society for Fuzzy Logic and Technology, Sep 2017, Warsaw, Poland. pp.534-547, ⟨10.1007/978-3-319-66830-7_48⟩
Communication dans un congrès
hal-01668229v1
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Intégrales de Sugeno généralisées en analyse de donnéesLFA 2017 - 26èmes Rencontres Francophones sur la Logique Floue et ses Applications, Oct 2017, Amiens, France
Communication dans un congrès
hal-01668232v1
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Decision-making with Sugeno integrals: DMU vs. MCDM20th biennial European Conference on Artificial Intelligence (ECAI 2012), European Coordinating Committee on Artificial Intelligence (ECCAI); Association Francaise d'Intelligence Artificielle (AFIA); Laboratoire d'Informatique, de Robotique et de Microelectronique de Montpellier (LIRMM), Aug 2012, Montpellier, France. pp.288-293, ⟨10.3233/978-1-61499-098-7-288⟩
Communication dans un congrès
hal-01093646v1
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General Interpolation by Polynomial Functions of Distributive Lattices14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2012), Jul 2012, Catania, Italy. pp.347-355, ⟨10.1007/978-3-642-31718-7_36⟩
Communication dans un congrès
hal-01093655v1
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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⟩
Chapitre d'ouvrage
hal-01941776v1
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