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Wassila Ouerdane

Wassila Ouerdane. Maître de conférences HDR en informatique à CentraleSupélec -- Université Paris-Saclay
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Identifiants chercheurs

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

"nicolas-maudet"
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Explication de recommandations issues d’un modèle additif : de la conceptualisation à l’évaluation

Manuel Amoussou , Khaled Belahcene , Nicolas Maudet , Vincent Mousseau , Wassila Ouerdane
24e 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 additif

Manuel Amoussou , Khaled Belahcene , Nicolas Maudet , Vincent Mousseau , Wassila Ouerdane
16èmes 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 System

Ismaïl Baaj , Jean-Philippe Poli , Wassila Ouerdane , Nicolas Maudet
2021 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 Decisions

Ismaïl Baaj , Jean-Philippe Poli , Wassila Ouerdane , Nicolas Maudet
ECSQARU 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 possibilistes

Ismaïl Baaj , Jean-Philippe Poli , Wassila Ouerdane , Nicolas Maudet
Rencontres 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 MILP

Manuel Amoussou , Khaled Belahcene , Christophe Labreuche , Nicolas Maudet , Vincent Mousseau
From 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 cancellation

Khaled Belahcene , Christophe Labreuche , Nicolas Maudet , Vincent Mousseau , Wassila Ouerdane
28th 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 Sorting

Khaled Belahcene , Yann Chevaleyre , Nicolas Maudet , Christophe Labreuche , Vincent Mousseau
27th 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

Introducing Causality in Business Rule-Based Decisions

Karim El Mernissi , Pierre Feillet , Nicolas Maudet , Wassila Ouerdane
IEA/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

Une formulation SAT pour l’apprentissage de modèles de classement multicritères non-compensatoires

Khaled Belahcene , Christophe Labreuche , Nicolas Maudet , Vincent Mousseau , Wassila Ouerdane
11e Journées d'Intelligence Artificielle Fondamentale, Jul 2017, Caen, France
Communication dans un congrès hal-01577816v1
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A Model for Accountable Ordinal Sorting

Khaled Belahcene , Christophe Labreuche , Nicolas Maudet , Vincent Mousseau , Wassila Ouerdane
26th International Joint Conference on Artificial Intelligence (IJCAI-2017), Aug 2017, Melbourne, Australia
Communication dans un congrès hal-01523779v1

Accountable classifications without frontiers.

Khaled Belahcene , Christophe Labreuche , Nicolas Maudet , Vincent Mousseau , Wassila Ouerdane
The EURO mini conference from multiple criteria Decision Aiding to Preference Learning (DA2PL'16), Nov 2016, Paderborn, Germany
Communication dans un congrès hal-01956134v1

A dialogue game for recommendation with adaptive preference models

Christophe Labreuche , Nicolas Maudet , Wassila Ouerdane , Simon Parsons
International Conference on Autonomous Agents and Multiagent systems, May 2015, Istanbul, Turkey. pp.959-967
Communication dans un congrès hal-01478761v1

Justified decisions are better than simple ones: explaining preferences using even swap sequences.

Wassila Ouerdane , Christophe Labreuche , Nicolas Maudet , Vincent Mousseau
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.

Christophe Labreuche , Nicolas Maudet , Wassila Ouerdane
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

Minimal and Complete Explanations for Critical Multi-attribute Decisions

Wassila Ouerdane , Nicolas Maudet , Alexis Tsoukias
Proceedings 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

Dealing with the dynamics of proof-standard in argumentation-based decision aiding.

Wassila Ouerdane , Nicolas Maudet , Alexis Tsoukias
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

Dealing with the dynamics of proof-standards in argumentation based decision aiding

Wassila Ouerdane , Nicolas Maudet , Alexis Tsoukias
Proceedings of the 19th European Conference on Artificial Intelligence (ECAI'10), 2010, Lisbon, Portugal
Communication dans un congrès hal-03102741v1

Argument Schemes and Critical Questions for Decision Aiding Process

Wassila Ouerdane , Nicolas Maudet , Alexis Tsoukiàs
Proceedings of the 2nd international conference on Computational Models of Argument (COMMA2008), May 2008, Toulouse, France
Communication dans un congrès hal-01489285v1

Arguing over actions that involve multiple criteria: A critical review

Wassila Ouerdane , Nicolas Maudet , Alexis Tsoukias
In 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

Argumentation Theory and Decision Aiding

Wassila Ouerdane , Nicolas Maudet , Alexis Tsoukias
J. 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