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Wassila Ouerdane
Wassila Ouerdane. Maître de conférences HDR en informatique à CentraleSupélec -- Université Paris-Saclay
54%
Libre accès
26
Documents
Identifiants chercheurs
- wassila-ouerdane
- 0000-0002-4515-7461
- IdRef : 149480954
Présentation
I am an Associate Professor (HDR) in Computer Science at [CentraleSupélec](http://www.centralesupelec.fr/wordpress/), Paris-Saclay University and a member of the [MICS](http://mics.centralesupelec.fr/) (Mathématiques et Informatique pour la Complexité et les Systèmes) Lab, within the Research Group LOGIMICS (LOGIcal approaches for Modelling, data Interpretation and Complex Systems) since February 2019. Previously, I was in the Industrial Engineering Lab at CentraleSupélec (Spet. 2010- January 2019), within the Decision Aid team. I hold a PhD on Computer Science from University of Paris Dauphine in December 2009, on the subject "Multiple Criteria Decision Aiding: a dialectical Perspective". My research activities are across two fields: Artificial Intelligence and Decision Theory. I am interested in questions related to Knowledge Representation and Reasoning within the context of Explainable AI, with aim of using formal tools from AI and Decision theory to both specify agent reasoning (resolving conflicts, explaining decisions, etc.) and facilitate agent interaction (dialogue protocol). I am also interested by applying decision aiding methodologies within real context.
**Research Interests:**
* Explainbale AI
* Knowledge representation and Reasoning
* Decision Aiding
* Preference elicitation and Learning
#### **Web site:** <https://wassilaouerdane.github.io>
I am an Associate Professor (HDR) in Computer Science at [CentraleSupélec](http://www.centralesupelec.fr/wordpress/), Paris-Saclay University and a member of the [MICS](http://mics.centralesupelec.fr/) (Mathématiques et Informatique pour la Complexité et les Systèmes) Lab, within the Research Group LOGIMICS (LOGIcal approaches for Modelling, data Interpretation and Complex Systems) since February 2019. Previously, I was in the Industrial Engineering Lab at CentraleSupélec (Spet. 2010- January 2019), within the Decision Aid team. I hold a PhD on Computer Science from University of Paris Dauphine in December 2009, on the subject "Multiple Criteria Decision Aiding: a dialectical Perspective". My research activities are across two fields: Artificial Intelligence and Decision Theory. I am interested in questions related to Knowledge Representation and Reasoning within the context of Explainable AI, with aim of using formal tools from AI and Decision theory to both specify agent reasoning (resolving conflicts, explaining decisions, etc.) and facilitate agent interaction (dialogue protocol). I am also interested by applying decision aiding methodologies within real context.
**Research Interests:**
* Explainbale AI
* Knowledge representation and Reasoning
* Decision Aiding
* Preference elicitation and Learning
#### **Web site:** <https://wassilaouerdane.github.io>
Domaines de recherche
Publications
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Questionable Stepwise Explanations for a Robust Additive Preference ModelInternational Journal of Approximate Reasoning, 2023, pp.108982. ⟨10.1016/j.ijar.2023.108982⟩
Article dans une revue
hal-04168685v1
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An efficient SAT formulation for learning multiple criteria non-compensatory sorting rules from examplesComputers and Operations Research, 2018, 97, pp.58-71. ⟨10.1016/j.cor.2018.04.019⟩
Article dans une revue
hal-01784941v1
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Foreword to the Special Issue on supporting and explaining decision processes by means of argumentationEURO journal on decision processes, 2018, ⟨10.1007/s40070-018-0088-1⟩
Article dans une revue
hal-01863632v1
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Explaining robust additive utility models by sequences of preference swapsTheory and Decision, 2017, 82 (2), pp.151-183. ⟨10.1007/s11238-016-9560-1⟩
Article dans une revue
hal-01476524v1
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Explication de recommandations issues d’un modèle additif : de la conceptualisation à l’évaluation24e congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2023), ROADEF, Feb 2023, Rennes, France
Communication dans un congrès
hal-04108900v1
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Des explications par étapes pour le modèle additif16èmes Journées d'Intelligence Artificielle Fondamentale (JIAF 2022), Jun 2022, Saint-Etienne, France. pp.35-48
Communication dans un congrès
hal-03825214v1
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Min-max inference for Possibilistic Rule-Based System2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Jul 2021, Luxembourg, Luxembourg. pp.9494506, ⟨10.1109/FUZZ45933.2021.9494506⟩
Communication dans un congrès
hal-03408909v1
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Representation of Explanations of Possibilistic Inference DecisionsECSQARU 2021: European Conference on Symbolic and Quantitative Approaches with Uncertainty, Sep 2021, Prague, Czech Republic. pp.513-527, ⟨10.1007/978-3-030-86772-0_37⟩
Communication dans un congrès
cea-03406884v1
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Inférence min-max pour un système à base de règles possibilistesRencontres francophones sur la logique floue et ses applications, Université de la Sorbonne, Oct 2021, Paris, France. pp.233-240
Communication dans un congrès
cea-03402616v1
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Explaining Robust Additive Decision Models: Generation of Mixed Preference-Swaps by Using MILPFrom Multiple Criteria Decision Aid to Preference Learning (DA2PL 2020), Nov 2020, Trento (virtual), Italy
Communication dans un congrès
hal-03230519v1
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Comparing options with argument schemes powered by cancellation28th International Joint Conference on Artificial Intelligence (IJCAI-19), Aug 2019, Macao, Macau SAR China. pp.1537-1543, ⟨10.24963/ijcai.2019/213⟩
Communication dans un congrès
hal-02133034v1
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Accountable Approval Sorting27th International Joint Conference on Artificial Intelligence and 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018), Jul 2018, Stockholm, Sweden
Communication dans un congrès
hal-01785011v1
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Introducing Causality in Business Rule-Based DecisionsIEA/AIE 2017 - 30th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, Jun 2017, Arras, France. pp.433-439, ⟨10.1007/978-3-319-60042-0_47⟩
Communication dans un congrès
hal-01615522v1
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Une formulation SAT pour l’apprentissage de modèles de classement multicritères non-compensatoires11e Journées d'Intelligence Artificielle Fondamentale, Jul 2017, Caen, France
Communication dans un congrès
hal-01577816v1
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A Model for Accountable Ordinal Sorting26th International Joint Conference on Artificial Intelligence (IJCAI-2017), Aug 2017, Melbourne, Australia
Communication dans un congrès
hal-01523779v1
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Accountable classifications without frontiers.The EURO mini conference from multiple criteria Decision Aiding to Preference Learning (DA2PL'16), Nov 2016, Paderborn, Germany
Communication dans un congrès
hal-01956134v1
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A dialogue game for recommendation with adaptive preference models International Conference on Autonomous Agents and Multiagent systems, May 2015, Istanbul, Turkey. pp.959-967
Communication dans un congrès
hal-01478761v1
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Justified decisions are better than simple ones: explaining preferences using even swap sequences.In 26th European Conference on Operational Research, Jul 2013, Rome, Italy
Communication dans un congrès
hal-01282048v1
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Justifying Dominating Options when Preferential Information is Incomplete.20th European Conference on Artificial Intelligence (ECAI'12), Aug 2012, Montpellier, France. pp.486-491, ⟨10.3233/978-1-61499-098-7-486⟩
Communication dans un congrès
hal-01202162v1
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Minimal and Complete Explanations for Critical Multi-attribute DecisionsProceedings of the 2nd International Conference on Algorithmic Decision Theory (ADT'2011), Oct 2011, Piscataway New Jersey, United States. pp.121-134
Communication dans un congrès
hal-01212436v1
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Dealing with the dynamics of proof-standard in argumentation-based decision aiding.Proceedings of the Fifth European Starting AI Researcher Symposium (STAIRS'10). co-located with ECAI 2010, Aug 2010, Lisbon, Portugal. pp.225-237
Communication dans un congrès
hal-01212440v1
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Dealing with the dynamics of proof-standards in argumentation based decision aidingProceedings of the 19th European Conference on Artificial Intelligence (ECAI'10), 2010, Lisbon, Portugal
Communication dans un congrès
hal-03102741v1
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Argument Schemes and Critical Questions for Decision Aiding ProcessProceedings of the 2nd international conference on Computational Models of Argument (COMMA2008), May 2008, Toulouse, France
Communication dans un congrès
hal-01489285v1
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Arguing over actions that involve multiple criteria: A critical reviewIn Proc. of the 9th European Conf. on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU'2007,, Oct 2007, Hammamet, Tunisia. pp.308--319
Communication dans un congrès
hal-01212348v1
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Argumentation Theory and Decision AidingJ. Figueira, S. Greco, and M. Ehrgott. Trends in Multiple Criteria Decision Analysis, 142 (1), pp.177-208, 2010, International Series in Operations Research and Management Science
Chapitre d'ouvrage
hal-01212363v1
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Step-wise Explanations for the Additive Model2021
Pré-publication, Document de travail
hal-03964933v1
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