Nombre de documents


Wassila Ouerdane. Maître de conférences en informatique à CentraleSupélec

I am an Assistant Professor (Lecturer, MCF) in Computer Science at Central Paris, and a member of the LGI (Laboratoire Génie Industriel) Lab, within the Research Group on Decision Aid for Production / Distribution, since September 2010. I hold a PhD on Computer Science from University of Paris Dauphine in December 2009. 


My main research interests include multiple criteria decision analysis, argumentation theory, Artificial Intelligence and decision aiding process . More precisely, I'm interested on the use of argumentation theory in Decision support and how to provide explanations along with recommended decisions to the decision maker during a decision aiding process. Moreover, I investigate the field of Risk Analysis and Management. The idea is that expertise and decision-aiding are risky activities in safety, security and environment domains. Thus, I try to use some methodologies and tools based on MCDA (Multiple criteria Decision Aiding) and AI to cope with these risks based on real life experience feedbacks.

Research Interests: 


  • Multiple Criteria Decision aiding,
  • Decision aiding process,
  • Artificial Intelligence (knowledge representation, argumentation theory, dialogue games),
  • Explanation models,
  • Decision aiding in project management. 


Web site:

Article dans une revue3 documents

  • 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, Yannis Dimopoulos, Konstantinos Liapis, Pavlos Moraitis. Towards automating Decision Aiding through Argumentation. Journal of Multicriteria Decision Analysis, 2011, <10.1002/mcda.486>. <hal-01205142>
  • 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>

Communication dans un congrès14 documents

  • 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>
  • 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. 2017. <hal-01559093>
  • 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>
  • 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. In 26th European Conference on Operational Research. <hal-01282048>
  • 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>
  • 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. IOS Press, 242, pp.486-491, Frontiers in Artificial Intelligence and Applications. <10.3233/978-1-61499-098-7-486>. <hal-01202162>
  • Myriam Merad, Wassila Ouerdane, Nicolas Dechy. Expertise and decision-aiding in safety and environment domains : what are the risks ?. BERENGUER, C. ; GRALL, A. ; GUEDES SOARES, C. ESREL Annual Conference 2011, Sep 2011, Troyes, France. CRC Press. London, pp.2317-2323, 2012. <ineris-00970929>
  • Wassila Ouerdane, Nicolas Maudet, Alexis Tsoukias. Minimal and Complete Explanations for Critical Multi-attribute Decisions. Ronen I. Brafman, Fred S. Roberts, Alexis Tsoukias. Proceedings of the 2nd International Conference on Algorithmic Decision Theory (ADT'2011), Oct 2011, Piscataway New Jersey, United States. Springer, pp.121-134, Lecture Notes in Computer Science. <hal-01212436>
  • 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. IOS Press, pp.225-237. <hal-01212440>
  • 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>

Chapitre d'ouvrage1 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>