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ORCIDDidier Dubois
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- affiliation: IRIT, Toulouse, France
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2020 – today
- 2025
[j257]Didier Dubois, Jesús Medina
, Henri Prade:
Extracting attribute implications from a formal context: Unifying the basic approaches. Inf. Sci. 689: 121419 (2025)- 2024
- [j256]Yassir Idmessaoud, Didier Dubois, Jérémie Guiochet:
Confidence assessment in safety argument structure - Quantitative vs. qualitative approaches. Int. J. Approx. Reason. 165: 109100 (2024) - [j255]Didier Dubois, Henri Prade:
Reasoning and learning in the setting of possibility theory - Overview and perspectives. Int. J. Approx. Reason. 171: 109028 (2024) - [j254]Ismaïl Baaj, Zied Bouraoui, Antoine Cornuéjols, Thierry Denoeux, Sébastien Destercke, Didier Dubois, Marie-Jeanne Lesot, João Marques-Silva, Jérôme Mengin, Henri Prade, Steven Schockaert, Mathieu Serrurier, Olivier Strauss, Christel Vrain:
Synergies between machine learning and reasoning - An introduction by the Kay R. Amel group. Int. J. Approx. Reason. 171: 109206 (2024) - [j253]Didier Dubois, Henri Prade, Agnès Rico:
Modern Versus Classical Structures of Opposition: A Discussion. Logica Universalis 18(1-2): 85-112 (2024) - [c291]Didier Dubois, Henri Prade:
Boolean Weighting in Possibilistic Logic. SUM 2024: 130-146 - [c290]Didier Dubois, Henri Prade:
Possibilistic Provenance. SUM 2024: 147-153 - 2023
- [j252]Didier Dubois, Lluís Godo, Henri Prade:
An elementary belief function logic. J. Appl. Non Class. Logics 33(3-4): 582-605 (2023) - [c289]Salem Benferhat, Didier Dubois, Henri Prade:
Provenance Calculus and Possibilistic Logic: A Parallel and a Discussion. ECSQARU 2023: 427-441 - [c288]Didier Dubois, Romain Guillaume, Agnès Rico:
Eliciting hybrid probability-possibility functions and their decision evaluation models. ISIPTA 2023: 200-209 - [i30]Didier Dubois, Lluís Godo, Henri Prade:
An elementary belief function logic. CoRR abs/2303.13168 (2023) - 2022
- [j251]Didier Dubois, Francis Faux, Henri Prade, Agnès Rico:
Qualitative capacities: Basic notions and potential applications. Int. J. Approx. Reason. 148: 253-290 (2022) - [c287]Yassir Idmessaoud, Didier Dubois, Jérémie Guiochet:
A Qualitative Counterpart of Belief Functions with Application to Uncertainty Propagation in Safety Cases. BELIEF 2022: 231-241 - [c286]Célia da Costa Pereira, Didier Dubois, Henri Prade, Andrea G. B. Tettamanzi:
Parsimonious Representation of Knowledge Uncertainty using Metadata about Validity and Completeness. ICAART (2) 2022: 441-449 - [c285]Corrado Mencar, Didier Dubois:
Connections Between Granular Counts and Twofold Fuzzy Sets. IPMU (2) 2022: 508-519 - [c284]Nahla Ben Amor, Didier Dubois, Henri Prade, Syrine Saidi:
Possibilistic Preference Networks and Lexicographic Preference Trees - A Comparison. IPMU (1) 2022: 581-592 - [c283]Ismaïl Baaj, Didier Dubois, Francis Faux, Henri Prade, Agnès Rico, Olivier Strauss:
Réseau de neurones et logique : en quête d'interprétabilité. LFA 2022 - [c282]Yassir Idmessaoud, Didier Dubois, Jérémie Guiochet:
Uncertainty Elicitation and Propagation in GSN Models of Assurance Cases. SAFECOMP 2022: 111-125 - [c281]Didier Dubois, Henri Prade:
A Capacity-Based Semantics for Inconsistency-Tolerant Inferences. SUM 2022: 109-123 - 2021
- [j250]Didier Dubois, Jesús Medina, Henri Prade, Eloísa Ramírez-Poussa:
Disjunctive attribute dependencies in formal concept analysis under the epistemic view of formal contexts. Inf. Sci. 561: 31-51 (2021) - [c280]Yassir Idmessaoud, Didier Dubois, Jérémie Guiochet:
Quantifying Confidence of Safety Cases with Belief Functions. BELIEF 2021: 269-278 - [c279]Didier Dubois, Henri Prade, Agnès Rico:
Towards a Tesseract of Sugeno Integrals. ECSQARU 2021: 528-542 - [c278]Nahla Ben Amor, Didier Dubois, Henri Prade, Syrine Saidi:
Conditional Preference Networks - Refining Solution Orderings Beyond Pareto Dominance. IEA/AIE (1) 2021: 447-459 - [c277]Didier Dubois, Hélène Fargier, Romain Guillaume, Agnès Rico:
Sequential Decision-Making Under Uncertainty Using Hybrid Probability-Possibility Functions. MDAI 2021: 54-66 - [p27]Didier Dubois, Henri Prade:
Membership Functions. Fuzzy Approaches for Soft Computing and Approximate Reasoning 2021: 5-20 - 2020
- [j249]Quentin Brabant, Miguel Couceiro, Didier Dubois, Henri Prade, Agnès Rico:
Learning rule sets and Sugeno integrals for monotonic classification problems. Fuzzy Sets Syst. 401: 4-37 (2020) - [j248]Didier Dubois, Francis Faux, Henri Prade:
Prejudice in uncertain information merging: Pushing the fusion paradigm of evidence theory further. Int. J. Approx. Reason. 121: 1-22 (2020) - [j247]Romain Guillaume, Didier Dubois:
A min-max regret approach to maximum likelihood inference under incomplete data. Int. J. Approx. Reason. 121: 135-149 (2020) - [j246]Didier Dubois, Henri Prade, Agnès Rico:
Structures of Opposition and Comparisons: Boolean and Gradual Cases. Logica Universalis 14(1): 115-149 (2020) - [c276]Didier Dubois, Henri Prade:
Possibility Theory and Possibilistic Logic: Tools for Reasoning Under and About Incomplete Information. IFIP TC12 ICIS 2020: 79-89 - [c275]Didier Dubois, Henri Prade:
Towards a Logic-Based View of Some Approaches to Classification Tasks. IPMU (3) 2020: 697-711 - [c274]Didier Dubois, Henri Prade:
From Possibilistic Rule-Based Systems to Machine Learning - A Discussion Paper. SUM 2020: 35-51 - [c273]Yassir Idmessaoud, Didier Dubois, Jérémie Guiochet:
Belief Functions for Safety Arguments Confidence Estimation: A Comparative Study. SUM 2020: 141-155 - [p26]Thierry Denoeux, Didier Dubois, Henri Prade:
Representations of Uncertainty in Artificial Intelligence: Probability and Possibility. A Guided Tour of Artificial Intelligence Research (1) (I) 2020: 69-117 - [p25]Thierry Denoeux, Didier Dubois, Henri Prade:
Representations of Uncertainty in AI: Beyond Probability and Possibility. A Guided Tour of Artificial Intelligence Research (1) (I) 2020: 119-150 - [p24]Didier Dubois, Henri Prade:
A Glance at Causality Theories for Artificial Intelligence. A Guided Tour of Artificial Intelligence Research (1) (I) 2020: 275-305 - [p23]Didier Dubois, Patricia Everaere, Sébastien Konieczny, Odile Papini:
Main Issues in Belief Revision, Belief Merging and Information Fusion. A Guided Tour of Artificial Intelligence Research (1) (I) 2020: 441-485
2010 – 2019
- 2019
- [j245]Davide Ciucci, Didier Dubois:
A capacity-based framework encompassing Belnap-Dunn logic for reasoning about multisource information. Int. J. Approx. Reason. 106: 107-127 (2019) - [j244]Didier Dubois, Hélène Fargier, Agnès Rico:
Commuting Double Sugeno Integrals. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 27(Supplement-1): 1-38 (2019) - [j243]Didier Dubois, Francesc Esteva, Tommaso Flaminio, Carles Noguera, Henri Prade, Ricardo Oscar Rodríguez:
Many-valued Logics for Reasoning: Essays in Honor of Lluís Godo on the Occasion of his 60th Birthday. Soft Comput. 23(7): 2125-2127 (2019) - [j242]Farid Aiche, Didier Dubois:
Comparing the magnitude of fuzzy intervals and fuzzy random variables from the standpoint of gradual numbers. Soft Comput. 23(15): 5975-5990 (2019) - [c272]Nahla Ben Amor, Didier Dubois, Henri Prade, Syrine Saidi:
Revisiting Conditional Preferences: From Defaults to Graphical Representations. ECSQARU 2019: 187-198 - [c271]Didier Dubois, Francis Faux, Henri Prade, Agnès Rico:
A possibilistic counterpart to Shafer evidence theory. FUZZ-IEEE 2019: 1-6 - [c270]Didier Dubois, Henri Prade:
Possibilistic Logic: From Certainty-Qualified Statements to Two-Tiered Logics - A Prospective Survey. JELIA 2019: 3-20 - [c269]Didier Dubois, Henri Prade:
Towards a Reconciliation Between Reasoning and Learning - A Position Paper. SUM 2019: 153-168 - [c268]Nic Wilson, Didier Dubois, Henri Prade:
CP-Nets, \pi -pref Nets, and Pareto Dominance. SUM 2019: 169-183 - [p22]Frédéric Pichon, Didier Dubois, Thierry Denoeux:
Quality of Information Sources in Information Fusion. Information Quality in Information Fusion and Decision Making 2019: 31-49 - [i29]Zied Bouraoui, Antoine Cornuéjols, Thierry Denoeux, Sébastien Destercke, Didier Dubois, Romain Guillaume, João Marques-Silva, Jérôme Mengin, Henri Prade, Steven Schockaert, Mathieu Serrurier, Christel Vrain:
From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group). CoRR abs/1912.06612 (2019) - 2018
- [j241]Claudette Cayrol, Didier Dubois, Fayçal Touazi:
Possibilistic Reasoning from Partially Ordered Belief Bases with the Sure Thing Principle. FLAP 5(1): 5-40 (2018) - [j240]Didier Dubois, Agnès Rico:
New axiomatisations of discrete quantitative and qualitative possibilistic integrals. Fuzzy Sets Syst. 343: 3-19 (2018) - [j239]Inés Couso, Didier Dubois:
A general framework for maximizing likelihood under incomplete data. Int. J. Approx. Reason. 93: 238-260 (2018) - [j238]Nahla Ben Amor, Didier Dubois, Héla Gouider, Henri Prade:
Possibilistic preference networks. Inf. Sci. 460-461: 401-415 (2018) - [j237]Claudette Cayrol, Didier Dubois, Fayçal Touazi:
Symbolic possibilistic logic: completeness and inference methods. J. Log. Comput. 28(1): 219-244 (2018) - [c267]Didier Dubois, Francis Faux, Henri Prade:
Prejudiced Information Fusion Using Belief Functions. BELIEF 2018: 77-85 - [c266]Quentin Brabant, Miguel Couceiro, Didier Dubois, Henri Prade, Agnès Rico:
Extracting Decision Rules from Qualitative Data via Sugeno Utility Functionals. IPMU (1) 2018: 253-265 - [c265]Didier Dubois, Henri Prade, Agnès Rico:
Fuzzy Extensions of Conceptual Structures of Comparison. IPMU (1) 2018: 710-722 - [c264]Didier Dubois, Hélène Fargier, Agnès Rico:
Sugeno Integrals and the Commutation Problem. MDAI 2018: 48-63 - [c263]Didier Dubois, Henri Prade:
Z-numbers as Generalized Probability Boxes. SMPS 2018: 68-77 - [c262]Romain Guillaume, Didier Dubois:
A Maximum Likelihood Approach to Inference Under Coarse Data Based on Minimax Regret. SMPS 2018: 99-106 - [c261]Didier Dubois, Henri Prade:
A Crash Course on Generalized Possibilistic Logic. SUM 2018: 3-17 - [c260]Didier Dubois, Francis Faux, Henri Prade, Agnès Rico:
Separable Qualitative Capacities. SUM 2018: 124-139 - [c259]Nahla Ben Amor, Didier Dubois, Henri Prade, Syrine Saidi:
Representation of Multiple Agent Preferences - A Short Survey. SUM 2018: 359-367 - 2017
- [j236]Didier Dubois, Henri Prade, Steven Schockaert:
Generalized possibilistic logic: Foundations and applications to qualitative reasoning about uncertainty. Artif. Intell. 252: 139-174 (2017) - [j235]Didier Dubois, Giovanni Fusco, Henri Prade, Andrea G. B. Tettamanzi:
Uncertain logical gates in possibilistic networks: Theory and application to human geography. Int. J. Approx. Reason. 82: 101-118 (2017) - [j234]Didier Dubois, Henri Prade, Agnès Rico:
Graded cubes of opposition and possibility theory with fuzzy events. Int. J. Approx. Reason. 84: 168-185 (2017) - [j233]Zina Ait-Yakoub, Yassine Djouadi, Didier Dubois, Henri Prade:
Asymmetric Composition of Possibilistic Operators in Formal Concept Analysis: Application to the Extraction of Attribute Implications from Incomplete Contexts. Int. J. Intell. Syst. 32(12): 1285-1311 (2017) - [j232]Didier Dubois, Henri Prade, Agnès Rico, Bruno Teheux:
Generalized qualitative Sugeno integrals. Inf. Sci. 415: 429-445 (2017) - [j231]Mohua Banerjee, Didier Dubois, Lluís Godo, Henri Prade:
On the relation between possibilistic logic and modal logics of belief and knowledge. J. Appl. Non Class. Logics 27(3-4): 206-224 (2017) - [j230]Didier Dubois, Emiliano Lorini, Henri Prade:
The Strength of Desires: A Logical Approach. Minds Mach. 27(1): 199-231 (2017) - [c258]Didier Dubois, Henri Prade:
Gradual Numbers and Fuzzy Solutions to Fuzzy Optimization Problems. Soft Computing Based Optimization and Decision Models 2017: 223-229 - [c257]Davide Ciucci, Didier Dubois:
A Two-Tiered Propositional Framework for Handling Multisource Inconsistent Information. ECSQARU 2017: 398-408 - [c256]Miguel Couceiro, Didier Dubois, Henri Prade, Agnès Rico:
Enhancing the Expressive Power of Sugeno Integrals for Qualitative Data Analysis. EUSFLAT/IWIFSGN (1) 2017: 534-547 - [c255]Didier Dubois, Henri Prade:
A Set-Valued Approach to Multiple Source Evidence. IEA/AIE (2) 2017: 113-118 - [c254]Nahla Ben Amor, Didier Dubois, Héla Gouider, Henri Prade:
Graphical Representations of Multiple Agent Preferences. IEA/AIE (2) 2017: 142-153 - [c253]Romain Guillaume, Inés Couso, Didier Dubois:
Maximum Likelihood with Coarse Data based on Robust Optimisation. ISIPTA 2017: 169-180 - [c252]Inés Couso, Didier Dubois, Eyke Hüllermeier:
Maximum Likelihood Estimation and Coarse Data. SUM 2017: 3-16 - [c251]Nahla Ben Amor, Didier Dubois, Héla Gouider, Henri Prade:
Expressivity of Possibilistic Preference Networks with Constraints. SUM 2017: 163-177 - [c250]Célia da Costa Pereira, Didier Dubois, Henri Prade, Andrea G. B. Tettamanzi:
Handling Topical Metadata Regarding the Validity and Completeness of Multiple-Source Information: A Possibilistic Approach. SUM 2017: 363-376 - [p21]Didier Dubois, Henri Prade, Agnès Rico:
Organizing Families of Aggregation Operators into a Cube of Opposition. Granular, Soft and Fuzzy Approaches for Intelligent Systems 2017: 27-45 - 2016
- [j229]Davide Ciucci, Didier Dubois, Henri Prade:
Structures of opposition induced by relations - The Boolean and the gradual cases. Ann. Math. Artif. Intell. 76(3-4): 351-373 (2016) - [j228]Didier Dubois, Henri Prade, Gilles Richard:
Multiple-valued extensions of analogical proportions. Fuzzy Sets Syst. 292: 193-202 (2016) - [j227]Roger Flage, Didier Dubois, Terje Aven:
Combined analysis of unique and repetitive events in quantitative risk assessment. Int. J. Approx. Reason. 70: 68-78 (2016) - [j226]Didier Dubois, Henri Prade:
Practical Methods for Constructing Possibility Distributions. Int. J. Intell. Syst. 31(3): 215-239 (2016) - [j225]Didier Dubois, Weiru Liu, Jianbing Ma, Henri Prade:
The basic principles of uncertain information fusion. An organised review of merging rules in different representation frameworks. Inf. Fusion 32: 12-39 (2016) - [j224]Didier Dubois, Henri Prade, Agnès Rico:
Residuated variants of Sugeno integrals: Towards new weighting schemes for qualitative aggregation methods. Inf. Sci. 329: 765-781 (2016) - [j223]Miguel Couceiro, Didier Dubois, Henri Prade, Tamás Waldhauser:
Decision-Making with Sugeno Integrals - Bridging the Gap Between Multicriteria Evaluation and Decision Under Uncertainty. Order 33(3): 517-535 (2016) - [c249]Didier Dubois, Henri Prade:
Qualitative and Semi-Quantitative Modeling of Uncertain Knowledge - A Discussion. Computational Models of Rationality 2016: 280-296 - [c248]Zina Ait-Yakoub, Yassine Djouadi, Didier Dubois, Henri Prade:
From a Possibility Theory View of Formal Concept Analysis to the Possibilistic Handling of Incomplete and Uncertain Contexts. FCA4AI@ECAI 2016: 79-88 - [c247]Nahla Ben Amor, Didier Dubois, Héla Gouider, Henri Prade:
Preference Modeling with Possibilistic Networks and Symbolic Weights: A Theoretical Study. ECAI 2016: 1203-1211 - [c246]Didier Dubois, Emiliano Lorini, Henri Prade:
A Possibility Theory-based Approach to Desire Change. DARe@ECAI 2016 - [c245]Inés Couso, Didier Dubois:
Belief Revision and the EM Algorithm. IPMU (2) 2016: 279-290 - [c244]Didier Dubois, Henri Prade, Agnès Rico, Bruno Teheux:
Generalized Sugeno Integrals. IPMU (1) 2016: 363-374 - [c243]Didier Dubois, Agnès Rico:
Axiomatisation of Discrete Fuzzy Integrals with Respect to Possibility and Necessity Measures. MDAI 2016: 94-106 - [c242]Inés Couso, Didier Dubois:
Maximum Likelihood Under Incomplete Information: Toward a Comparison of Criteria. SMPS 2016: 141-148 - [c241]Asma Belhadi, Didier Dubois, Faiza Khellaf-Haned, Henri Prade:
Reasoning with Multiple-Agent Possibilistic Logic. SUM 2016: 67-80 - [c240]Nahla Ben Amor, Didier Dubois, Héla Gouider, Henri Prade:
Graphical Models for Preference Representation: An Overview. SUM 2016: 96-111 - [p20]Didier Dubois, Henri Prade:
The Emergence of Fuzzy Sets: A Historical Perspective. Fuzzy Logic in Its 50th Year 2016: 3-19 - 2015
- [j222]Didier Dubois, Allel Hadjali, Henri Prade, Fayçal Touazi:
Erratum to: Database preference queries - a possibilistic logic approach with symbolic priorities. Ann. Math. Artif. Intell. 73(3-4): 359-363 (2015) - [j221]Masahiro Inuiguchi, Junzo Watada, Didier Dubois:
Preface to special issue on "Fuzzy modeling for optimisation and decision support". Fuzzy Sets Syst. 274: 1-3 (2015) - [j220]Bernard De Baets, Didier Dubois, Eyke Hüllermeier:
Editorial. Fuzzy Sets Syst. 281: 1-3 (2015) - [j219]Didier Dubois, Henri Prade:
The legacy of 50 years of fuzzy sets: A discussion. Fuzzy Sets Syst. 281: 21-31 (2015) - [j218]Weldon A. Lodwick, Didier Dubois:
Interval linear systems as a necessary step in fuzzy linear systems. Fuzzy Sets Syst. 281: 227-251 (2015) - [j217]Davide Ciucci, Didier Dubois, Henri Prade:
Structures of Opposition in Fuzzy Rough Sets. Fundam. Informaticae 142(1-4): 1-19 (2015) - [j216]Didier Dubois, Henri Prade, Agnès Rico:
Representing qualitative capacities as families of possibility measures. Int. J. Approx. Reason. 58: 3-24 (2015) - [j215]Didier Dubois, Henri Prade:
Inconsistency Management from the Standpoint of Possibilistic Logic. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 23(Supplement-1): 15-30 (2015) - [j214]Fayçal Touazi, Claudette Cayrol, Didier Dubois:
Possibilistic reasoning with partially ordered beliefs. J. Appl. Log. 13(4): 770-798 (2015) - [j213]Didier Dubois, Henri Prade, Agnès Rico:
Capacités qualitatives et information incomplète. Rev. d'Intelligence Artif. 29(5): 493-514 (2015) - [j212]Nicolas Drougard, Florent Teichteil-Königsbuch, Jean-Loup Farges, Didier Dubois:
Processus décisionnels de Markov possibilistes à observabilité mixte. Rev. d'Intelligence Artif. 29(6): 629-653 (2015) - [c239]Didier Dubois, Henri Prade:
Gradual Structures of Oppositions. A Passion for Fuzzy Sets 2015: 79-91 - [c238]Didier Dubois, Claude Durrieu, Henri Prade, Agnès Rico, Yannis Ferro:
Extracting Decision Rules from Qualitative Data Using Sugeno Integral: A Case-Study. ECSQARU 2015: 14-24 - [c237]Nahla Ben Amor, Didier Dubois, Héla Gouider, Henri Prade:
Possibilistic Conditional Preference Networks. ECSQARU 2015: 36-46 - [c236]Claudette Cayrol, Didier Dubois, Fayçal Touazi:
Symbolic Possibilistic Logic: Completeness and Inference Methods. ECSQARU 2015: 485-495 - [c235]Inés Couso, Didier Dubois:
A perspective on the extension of stochastic orderings to fuzzy random variables. IFSA-EUSFLAT 2015 - [c234]Didier Dubois, Agnès Rico, Bruno Teheux, Henri Prade:
Characterizing variants of qualitative Sugeno integrals in a totally ordered Heyting algebra. IFSA-EUSFLAT 2015 - [c233]Didier Dubois, Emiliano Lorini, Henri Prade:
Revising Desires - A Possibility Theory Viewpoint. FQAS 2015: 3-13 - [c232]James C. Bezdek, Didier Dubois, Henri Prade:
The posterity of Zadeh's 50-year-old paper. FUZZ-IEEE 2015: 1-9 - [c231]Didier Dubois, Henri Prade:
Formal Concept Analysis from the Standpoint of Possibility Theory. ICFCA 2015: 21-38 - [c230]