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Keywords

Argumentation Explanation model Project Management MCDA Approche multiacteur Decision aiding process Preference Elicitation Argumentation Schemes Multicriteria Decision Analysis MCDA Aide à la décision Dialogue Games Accountability Argumentation theory Approche multicapitale Multicriteria Decision Aiding Reference Point Knowledge Acquisition and Representation Decision aiding Multiple Criteria Decision Aiding Explanation
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36

Wassila Ouerdane. Lecturer at CentraleSupélec

I am an Assistant Professor (Lecturer, MCF) in Computer Science at  CentraleSupélec, and a member of the MICS (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 March 2019. Previously, I was in the Industrial Engineering Lab at CentraleSupélec (Spet. 2010- February 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 evolved around multi criteria decision aiding and Artificial Intelligence (knowledge representation and reasoning, explainable AI). I investigate several questions among them: constructing arguments (explanations) schemes within a decision aiding process, dealing with the dynamic of decision models within a decision process. I am also interested by applying decision aiding methodologies within real context.

Research Interests: 

  • Multiple Criteria Decision aiding,

  • Decision Support Systems

  • Artificial Intelligence (Knowledge Representation and Reasoning, Argumentation theory, Dialogue games)

Web site: https://wassilaouerdane.github.io

Journal articles7 documents

  • Alexandru Liviu Olteanu, Khaled Belahcene, Vincent Mousseau, Wassila Ouerdane, Antoine Rolland, et al.. Preference elicitation for a ranking method based on multiple reference profiles. 4OR: A Quarterly Journal of Operations Research, Springer Verlag, 2021, ⟨10.1007/s10288-020-00468-5⟩. ⟨hal-03094046⟩
  • Valentina Ferretti, Liu Jinyan, Vincent Mousseau, Wassila Ouerdane. Reference-based ranking procedure for environmental decision making: Insights from an ex-post analysis. Environmental Modelling and Software, Elsevier, 2018, 99, pp.11-24. ⟨hal-01632254⟩
  • Khaled Belahcene, Christophe Labreuche, Nicolas Maudet, Vincent Mousseau, Wassila Ouerdane. An efficient SAT formulation for learning multiple criteria non-compensatory sorting rules from examples. Computers and Operations Research, Elsevier, 2018, 97, pp.58-71. ⟨10.1016/j.cor.2018.04.019⟩. ⟨hal-01784941⟩
  • Anthony Hunter, Nicolas Maudet, Francesca Toni, Wassila Ouerdane. Foreword to the Special Issue on supporting and explaining decision processes by means of argumentation. EURO journal on decision processes, Springer, 2018, ⟨10.1007/s40070-018-0088-1⟩. ⟨hal-01863632⟩
  • Khaled Belahcene, Christophe Labreuche, Nicolas Maudet, Vincent Mousseau, Wassila Ouerdane. Explaining robust additive utility models by sequences of preference swaps. Theory and Decision, Springer Verlag, 2017, 82 (2), pp.151-183. ⟨10.1007/s11238-016-9560-1⟩. ⟨hal-01476524⟩
  • Wassila Ouerdane. Multiple Criteria Decision Aiding: a Dialectical Perspective.. 4OR: A Quarterly Journal of Operations Research, Springer Verlag, 2011, 9 (4), ⟨10.1007/s10288-010-0147-3⟩. ⟨hal-01202232⟩
  • Wassila Ouerdane, Yannis Dimopoulos, Konstantinos Liapis, Pavlos Moraitis. Towards automating Decision Aiding through Argumentation. Journal of Multicriteria Decision Analysis, 2011, ⟨10.1002/mcda.486⟩. ⟨hal-01205142⟩

Conference papers26 documents

  • Pegdwendé Minoungou, Vincent Mousseau, Wassila Ouerdane, Paolo Scotton. Learning an MR-sort model from data with latent criteria preference direction. In the 5th workshop from multiple criteria Decision Aid to Preference Learning, Nov 2020, Trento, Italy. ⟨hal-03102714⟩
  • Ismail Baaj, Jean-Philippe Poli, Wassila Ouerdane. 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), 2019, Tokyo, Japan. ⟨hal-03102722⟩
  • Khaled Belahcene, Christophe Labreuche, Nicolas Maudet, Vincent Mousseau, Wassila Ouerdane. Comparing options with argument schemes powered by cancellation. 28th International Joint Conference on Artificial Intelligence (IJCAI-19), Aug 2019, Macao, Macau SAR China. pp.1537-1543, ⟨10.24963/ijcai.2019/213⟩. ⟨hal-02133034⟩
  • Khaled Belahcene, Oumeima Khaled, Vincent Mousseau, Wassila Ouerdane, Ali Tlili. 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. ⟨hal-01956128⟩
  • Khaled Belahcene, Vincent Mousseau, Wassila Ouerdane, Marc Pirlot, Olivier Sobrie. Ranking with Multiple Points: Efficient Elicitation and Learning Procedures. In the 4th wokshop from multiple criteria Decision aid to Preference Learning (DA2PL'18), Nov 2018, Poznan, Poland. ⟨hal-01956130⟩
  • Khaled Belahcene, Yann Chevaleyre, Nicolas Maudet, Christophe Labreuche, Vincent Mousseau, et al.. Accountable Approval Sorting. 27th International Joint Conference on Artificial Intelligence and 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018), Jul 2018, Stockholm, Sweden. ⟨hal-01785011⟩
  • M. Mammeri, Franck Marle, Wassila Ouerdane. An assistance to identification and estimation of contractual strategy alternatives in oil and gas upstream development projects. 19th Dependency and Structure Modelling Conference (DSM), Sep 2017, Helsinki, Finland. ⟨hal-01589585⟩
  • Khaled Belahcene, Christophe Labreuche, Nicolas Maudet, Vincent Mousseau, Wassila Ouerdane. A Model for Accountable Ordinal Sorting. 26th International Joint Conference on Artificial Intelligence (IJCAI-2017), Aug 2017, Melbourne, Australia. ⟨hal-01523779⟩
  • Karim El Mernissi, Pierre Feillet, Nicolas Maudet, Wassila Ouerdane. Introducing Causality in Business Rule-Based Decisions. 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⟩. ⟨hal-01615522⟩
  • Khaled Belahcene, Christophe Labreuche, Nicolas Maudet, Vincent Mousseau, Wassila Ouerdane. Une formulation SAT pour l’apprentissage de modèles de classement multicritères non-compensatoires . 11e Journées d'Intelligence Artificielle Fondamentale, Jul 2017, Caen, France. ⟨hal-01577816⟩
  • Mathieu Dernis, Wassila Ouerdane, Ludovic-Alexandre Vidal, Pascal da Costa, Franck Marle. Assessment of Ssustainable strategies based on DMM approach and value creation. 19th Dependency and Structure Modelling Conference (DSM), Sep 2017, Helsinki, Finland. ⟨hal-01589594⟩
  • Mathieu Dernis, Ludovic-Alexandre Vidal, Franck Marle, Wassila Ouerdane, Pascal da Costa. Aide à la sélection de stratégies pour apporter des valeurs durables à des pays hôtes en contexte pétrolier. Congrès International de Génie Industriel CIGI, May 2017, Compiègne, France. ⟨hal-01559093⟩
  • Khaled Belahcene, Christophe Labreuche, Nicolas Maudet, Vincent Mousseau, Wassila Ouerdane. Accountable classifications without frontiers.. The EURO mini conference from multiple criteria Decision Aiding to Preference Learning (DA2PL'16), Nov 2016, Paderborn, Germany. ⟨hal-01956134⟩
  • Manel Mammar, Vincent Mousseau, Wassila Ouerdane, Alexandre Aubry. 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. ⟨hal-01205141⟩
  • Christophe Labreuche, Nicolas Maudet, Wassila Ouerdane, Simon Parsons. A dialogue game for recommendation with adaptive preference models. International Conference on Autonomous Agents and Multiagent systems, May 2015, Istanbul, Turkey. pp.959-967. ⟨hal-01478761⟩
  • Liu Jinyan, Wassila Ouerdane, Vincent Mousseau. 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. ⟨hal-01202159⟩
  • Liu Jinyan, Vincent Mousseau, Wassila Ouerdane. 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. ⟨hal-01202160⟩
  • Manel Mammar, Wassila Ouerdane, Vincent Mousseau. Multicriteria Modeling and Optimization of a market place of leads. In 22nd International Conference on Multiple Criteria Decision Making, Jun 2013, Malaga, Spain. ⟨hal-01207483⟩
  • Wassila Ouerdane, Christophe Labreuche, Nicolas Maudet, Vincent Mousseau. Justified decisions are better than simple ones: explaining preferences using even swap sequences.. In 26th European Conference on Operational Research, Jul 2013, Rome, Italy. ⟨hal-01282048⟩
  • Christophe Labreuche, Nicolas Maudet, Wassila Ouerdane. 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⟩. ⟨hal-01202162⟩
  • Wassila Ouerdane, Nicolas Maudet, Alexis Tsoukias. Minimal and Complete Explanations for Critical Multi-attribute Decisions. Proceedings of the 2nd International Conference on Algorithmic Decision Theory (ADT'2011), Oct 2011, Piscataway New Jersey, United States. pp.121-134. ⟨hal-01212436⟩
  • Myriam Merad, Wassila Ouerdane, Nicolas Dechy. Expertise and decision-aiding in safety and environment domains : what are the risks ?. ESREL Annual Conference 2011, Sep 2011, Troyes, France. pp.2317-2323. ⟨ineris-00970929⟩
  • Wassila Ouerdane, Nicolas Maudet, Alexis Tsoukias. 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. ⟨hal-01212440⟩
  • Wassila Ouerdane, Nicolas Maudet, Alexis Tsoukias. Dealing with the dynamics of proof-standards in argumentation based decision aiding. Proceedings of the 19th European Conference on Artificial Intelligence (ECAI'10), 2010, Lisbon, Portugal. ⟨hal-03102741⟩
  • Wassila Ouerdane, Nicolas Maudet, Alexis Tsoukiàs. Argument Schemes and Critical Questions for Decision Aiding Process. Proceedings of the 2nd international conference on Computational Models of Argument (COMMA2008), May 2008, Toulouse, France. ⟨hal-01489285⟩
  • Wassila Ouerdane, Nicolas Maudet, Alexis Tsoukias. Arguing over actions that involve multiple criteria: A critical review. 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. ⟨hal-01212348⟩

Book sections1 document

  • Wassila Ouerdane, Nicolas Maudet, Alexis Tsoukias. Argumentation Theory and Decision Aiding. 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. ⟨hal-01212363⟩

Preprints, Working Papers, ...1 document

  • Alexandru Liviu Olteanu, Khaled Belahcene, Vincent Mousseau, Wassila Ouerdane, Antoine Rolland, et al.. Preference Elicitation for a Ranking Method based on Multiple Reference Profiles. 2019. ⟨hal-01862334v2⟩

Theses1 document

  • Wassila Ouerdane. Multiple criteria decision aiding : a dialectical perspective. Artificial Intelligence [cs.AI]. Université Paris Dauphine - Paris IX, 2009. English. ⟨tel-01792308⟩