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Wassila Ouerdane
Wassila Ouerdane. Associate Professor in Computer Science at CentraleSupélec -- Paris_Sacaly University
58
Documents
Researcher identifiers
wassila-ouerdane
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0000-0002-4515-7461
- IdRef : 149480954
Presentation
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>
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Counterfactual Explanations for Workforce Scheduling and Routing Problems12th International Conference on Operations Research and Enterprise Systems, Feb 2023, Lisbon, Portugal. pp.50-61, ⟨10.5220/0011639900003396⟩
Conference papers
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Explication de recommandations issues d’un modèle additif : de la conceptualisation à l’évaluation24ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, ROADEF, Feb 2023, Rennes, France
Conference papers
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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
Conference papers
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Characterizing Fake News: A Conceptual Modeling-based ApproachInternational Conference on Conceptual Modeling, Oct 2022, Hyderabad, India. pp.115-129, ⟨10.1007/978-3-031-17995-2_9⟩
Conference papers
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A Conceptual Characterization of Fake News: A Positioning Paper16th International Conference on Research Challenges in Information Science, May 2022, Barcelone, Spain. pp.662-669, ⟨10.1007/978-3-031-05760-1_41⟩
Conference papers
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Conception de méthodes d'explication des solutions émanant de systèmes d'optimisation, application à la planification d'employés mobiles23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France
Conference papers
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Generation of Textual Explanations in XAI: the Case of Semantic Annotation2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Jul 2021, Luxembourg, Luxembourg. pp.9494589, ⟨10.1109/FUZZ45933.2021.9494589⟩
Conference papers
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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⟩
Conference papers
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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⟩
Conference papers
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Génération d'explications textuelles en XAI : le cas de l'annotation sémantiqueRencontres francophones sur la logique floue et ses applications, Université de la Sorbonne, Oct 2021, Paris, France. pp.179-186
Conference papers
cea-03406887v1
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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
Conference papers
cea-03402616v1
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Learning an MR-sort model from data with latent criteria preference directionIn the 5th workshop from multiple criteria Decision Aid to Preference Learning, Nov 2020, Trento, Italy
Conference papers
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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
Conference papers
hal-03230519v1
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Some insights Towards a Unified Semantic Representation of Explanation for eXplainable Artificial Intelligence (XAI)The 1st workshop on Interactive Natural Language Technology for Explainable Artificial Intelligence (NL4XAI), Oct 2019, Tokyo, Japan. pp.14-19, ⟨10.18653/v1/W19-8404⟩
Conference papers
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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⟩
Conference papers
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A new efficient SAT formulation for learning NCS models: numerical results.In the 4th workshop from multiple criteria Decision aid to Preference Learning (DA2PL'18), Nov 2018, Poznan, Poland
Conference papers
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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
Conference papers
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Ranking with Multiple Points: Efficient Elicitation and Learning ProceduresIn the 4th wokshop from multiple criteria Decision aid to Preference Learning (DA2PL'18), Nov 2018, Poznan, Poland
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Aide à la sélection de stratégies pour apporter des valeurs durables à des pays hôtes en contexte pétrolierCongrès International de Génie Industriel CIGI, May 2017, Compiègne, France
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Assessment of Ssustainable strategies based on DMM approach and value creation19th Dependency and Structure Modelling Conference (DSM), Sep 2017, Helsinki, Finland
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An assistance to identification and estimation of contractual strategy alternatives in oil and gas upstream development projects19th Dependency and Structure Modelling Conference (DSM), Sep 2017, Helsinki, Finland
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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⟩
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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
Conference papers
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A Model for Accountable Ordinal Sorting26th International Joint Conference on Artificial Intelligence (IJCAI-2017), Aug 2017, Melbourne, Australia
Conference papers
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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
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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
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Internet Prospect's flow forecasting for a multi-period optimization model of offer/Demand assignment problem.International Conference on computers and Industrial Engineering (CIE45), Oct 2015, Metz, France
Conference papers
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A Methaheuristic approach for preference Learning in multi criteria ranking based on reference points.In the 2nd wokshop from multiple criteria Decision aid to Preference Learning (DA2PL), Nov 2014, Chatenay Malabry, France
Conference papers
hal-01202159v1
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Preference Elicitation from Inconsistent Pairwise Comparisons for Multi-criteria Ranking with Multiple Reference Points.In proceedings of the 14th International Conference on informatics and Semiotics in Organisations. Web of thingd, People and Information Systems. ICISO 2013, Mar 2013, Stockholm, Sweden
Conference papers
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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
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Multicriteria Modeling and Optimization of a market place of leadsIn 22nd International Conference on Multiple Criteria Decision Making, Jun 2013, Malaga, Spain
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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⟩
Conference papers
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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
Conference papers
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Expertise and decision-aiding in safety and environment domains : what are the risks ?ESREL Annual Conference 2011, Sep 2011, Troyes, France. pp.2317-2323
Conference papers
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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
Conference papers
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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
Conference papers
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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
Conference papers
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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
Conference papers
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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
Book sections
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Multiple criteria decision aiding : a dialectical perspectiveArtificial Intelligence [cs.AI]. Université Paris Dauphine - Paris IX, 2009. English. ⟨NNT : ⟩
Theses
tel-01792308v1
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Generating user-centered contrastive explanations for the Workforce Scheduling and Routing Problem2022
Preprints, Working Papers, ...
hal-03795653v1
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Step-wise Explanations for the Additive Model2021
Preprints, Working Papers, ...
hal-03964933v1
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From Preference Elicitation to Explaining Decisions: a Dialectical PerspectiveArtificial Intelligence [cs.AI]. Université Paris - Saclay, 2022
Habilitation à diriger des recherches
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