Souhila Kaci. Working with Preferences: Less Is More. Springer, 2011 ISBN:978-3-642-17279-3
Revues internationales
Carlo Ieva, Arnaud Gotlieb, Souhila Kaci, Nadjib Lazaar. Discovering Program Topoi via Hierarchical Agglomerative Clustering. IEEE Transactions on reliability, 67(3): 758-770, 2018.
Souhila Kaci, Robert Mercier, Matthias Thimm. Uncertain reasoning at FLAIRS. Journal of Applied Logic, 22, 1-2, 2017.
Jean-François Condotta, Souhila Kaci, Yakoub Salhi. Minimal Consistency Problem of Temporal Qualitative Constraint Networks. Acta Informatica, 53(2), 149-170, 2016.
Christoph Beierle, Cory J. Butz, Souhila Kaci. Uncertain reasoning at FLAIRS. Journal of Applied Logic, 13(4), 555-556, 2015.
Souhila Kaci, Namrata Patel. A postulate-based analysis of comparative preference statements. Journal of Applied Logic, 12(4), 501-521, 2014.
Souhila Kaci, Christophe Labreuche. Valued Preference-based instantiation of Argumentation Frameworks with Varied Strength Defeats. International Journal of Approximate Reasoning, 55(9), 2004-2027, 2014.
Carmel Domshlak, Eyke Hüllermeier, Souhila Kaci, Henri Prade. Preferences in AI: An overview. Artificial Intelligence, 175(7-8), 1037-1052, 2011.
Allel HadjAli, Souhila Kaci, Henri Prade. Database Preferences Queries - A Possibilistic Logic Approach with Symbolic Priorities. International Journal of Annals of Mathematics and Artificial Intelligence, 63(3-4), 357-383, 2011.
Rui da Silva Neves, Souhila Kaci. Combining Totalitarian and Ceteris Paribus Semantics in Database Preference Queries. Logic Journal of the Interest Group in Pure and Applied Logic, 18:464-483, 2010.
Souhila Kaci, Leendert van der Torre. Preference-based argumentation: Arguments supporting multiple values. International Journal of Approximate Reasoning, 48, 730-751, 2008.
Souhila Kaci. Logical Formalisms for Representing Bipolar Preferences. International Journal of Intelligent Systems, 23(9), 985-997, 2008.
Souhila Kaci, Leendert van der Torre. Reasoning with various kinds of preferences: Logic, non-monotonicity and algorithms. Annals of Operations Research, 163(1), 89-114, 2008.
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade. Modeling positive and negative information in possibility theory. International Journal of Intelligent Systems, 23(10), 1094-1118, 2008.
Leila Amgoud, Souhila Kaci. An argumentation framework for merging conflicting knowledge bases. International Journal of Approximate Reasoning, 45(2), 321-340, 2007.
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade. Bipolar possibility theory in preference modeling: Representation, fusion and optimal solutions. International Journal on Information Fusion, 7, 135-150, 2006.
Salem Benferhat, Souhila Kaci, Daniel Le Berre, Mary-Anne Williams. Weakening Conflicting Information for Iterated Revision and Knowledge Integration. Artificial Intelligence, 153, 339-371, 2004.
Salem Benferhat, Souhila Kaci. Logical representation and fusion of prioritized information based on guaranteed possibility measures: Application to the distance-based merging of classical bases. Artificial Intelligence, 148, 291-333, 2003.
Salem Benferhat, Souhila Kaci. Fusion of possibilistic knowledge bases from a postulate point of view. International Journal of Approximate Reasoning, 33, 255-285, 2003.
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade. Possibilistic merging and distance-based fusion of propositional information. International Journal of Annals of Mathematics and Artificial Intelligence, 34(1-3), 217-252, 2002.
Revue nationale
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade. Logique possibiliste et fusion d'informations. Technique et Science Informatique, Hermes - Lavoisier, 22(7-8), 1035-1064, 2003.
Conférences et sélection de workshops
Carlo Ieva, Arnaud Gotlieb, Souhila Kaci, Nadjib Lazaar. Discovering Program Topoi through Clustering. 31th Conference on Artificial Intelligence (AAAI'18).
Souhila Kaci, Leendert van der Torre, Serena Villata. Preference in Abstract Argumentation. 7th International Conference on Computational Models of Argument (COMMA'18).
Nadira Boudjani, Abdelkader Gouaich, Souhila Kaci. CLEAR: Argumentation Frameworks for Constructing and Evaluating Deductive Mathematical Proofs. 7th International Conference on Computational Models of Argument (COMMA'18).
Nadira Boudjani, Abdelkader Gouaich, Souhila Kaci. Debate-based Learning Game for Constructing Mathematical Proofs. 14th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU'17).
Said Jabbour, Souhila Kaci, Lakhdar Sais, Yakoub Salhi. Itemset Mining with Penalties. IEEE International Conference on Tools with Artificial Intelligence (ICTAI'16).
Souhila Kaci, Eric Raufaste. Axiomatic Characterization of Wishes and Constraints: An Empirical Analysis of Human Endorsement. IEEE International Conference on Tools with Artificial Intelligence (ICTAI'15).
Souhila Kaci, Yakoub Salhi. A Constructive Argumentation Framework. 28th Conference on Artificial Intelligence (AAAI'14).
Richard Booth, Dov Gabbay, Souhila Kaci, Tjitze Rienstra, Leendert van der Torre. Abduction and Dialogical Proof in Argumentation and Logic Programming. 21st European Conference on Artificial Intelligence (ECAI'14).
Dimo Brockoff, Youssef Hamadi, Souhila Kaci. Using Comparative Preference Statements in Hypervolume-Based Interactive Multiobjective Optimization. 8th International Conference on Learning and Intelligent OptimizatioN (LION'14).
Souhila Kaci, Namrata Patel, Violaine Prince. From NL Preference Expressions to Comparative Preference Statements: A Preliminary Study in Eliciting Preferences for Customised Decision Support. IEEE International Conference on Tools with Artificial Intelligence (ICTAI'14).
Souhila Kaci, Eric Raufaste. A Psychological Analysis of Preference Semantics in Conditional Logics for Preference Representation. 8th International Conference on Scalable Uncertainty Management (SUM'14).
Richard Booth, Souhila Kaci, Tjitze Rienstra. Property-based Preferences in Abstract Argumentation. 3rd International Conference on Algorithmic Decision Theory (ADT'13).
Jean-François Condotta, Souhila Kaci. Minimal Consistency Problem of Temporal Qualitative Constraint Networks. 20th International Conference on Temporal Representation and Reasoning(TIME'13).
Richard Booth, Souhila Kaci, Tjitze Rienstra, Leendert Van Der Torre. A Logical Theory about Dynamics in Abstract Argumentation. 7th International Conference on Scalable Uncertainty Management(SUM'13).
Souhila Kaci, Christophe Labreuche. Representing synergy among arguments with Choquet integral. 12th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty(ECSQARU'13).
Jean-François Condotta, Souhila Kaci. Compiling Preference Queries in Qualitative Constraint Problems. 26th International Florida Artificial Intelligence Research Society Conference(FLAIRS'13).
Richard Booth, Souhila Kaci, Tjitze Rienstra, Leendert Van Der Torre. Monotonic and non-monotonic inference for argumentation semantics. 26th International Florida Artificial Intelligence Research Society Conference(FLAIRS'13).
Souhila Kaci. Characterization of Positive and Negative Information in Comparative Preference Representation. 20th European Conference on Artificial Intelligence(ECAI'12).
Souhila Kaci. A Postulate-Based Analysis of Comparative Preference Statements. 25th International Florida Artificial Intelligence Research Society Conference(FLAIRS'12).
Richard Booth, Souhila Kaci, Tjitze Rienstra, Leendert Van Der Torre. Conditional Acceptance Functions . 4th International Conference on Computational Models of Argument(COMMA'12).
Souhila Kaci, Christophe Labreuche. Arguing with Valued Preference Relations. 11th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty(ECSQARU'11).
Souhila Kaci. Refined Preference-based Argumentation Frameworks. 3rd International Conference on Computational Models of Argument(COMMA'10).
Farah Benamara, Souhila Kaci, Gariella Pigozzi. Individual opinions-based judgement aggregation procedures. 7th International Conference on Modeling Decisions for Artificial Intelligence(MDAI'10).
Jean-François Condotta, Souhila Kaci, Pierre Marquis, Nicolas Schwind. A Syntactical Approach to Qualitative Networks Merging. 17th International Conference on Logic for Programming, Artificial Intelligence and Reasoning(LPAR'10).
Jean-François Condotta, Souhila Kaci, Pierre Marquis, Nicolas Schwind. Majority Merging: from Boolean Spaces to Affine Spaces. 19th European Conference on Artificial Intelligence(ECAI'10)
Souhila Kaci, Christophe Labreuche. Preference-based Argumentation Framework with Varied-Preference Intensity. 19th European Conference on Artificial Intelligence(ECAI'10).
Souhila Kaci, Christophe Labreuche. Argumentation framework with fuzzy preference relations. 13th Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems Conference(IPMU'10).
Jean-François Condotta, Souhila Kaci, Pierre Marquis, Nicolas Schwind. Une approche syntaxique pour le problème de la fusion de réseaux de contraintes qualitatives. 6ème Journées Francophones de Programmation par Contraintes(JFPC'10).
Jean-François Condotta, Souhila Kaci, Pierre Marquis, Nicolas Schwind. Merging Qualitative Constraint Networks Defined on Different Qualitative Formalisms. 9th International Conference on Spatial Information Theory(COSIT'09).
Jean-François Condotta, Souhila Kaci, Pierre Marquis, Nicolas Schwind. Merging Qualitative Constraint Networks in a Piecewise Fashion. 21st International Conference on Tools with Artificial Intelligence(ICTAI'09).
Jean-François Condotta, Souhila Kaci, Pierre Marquis, Nicolas Schwind. Fusion de réseaux de contraintes qualitatives par morceaux. 5ème Journées Francophones de Programmation par Contraintes(JFPC'09).
Guido Boella, Souhila Kaci, Leendert van der Torre. Dynamics in Argumentation with Single Extensions: Abstraction Principles and the Grounded Extension. 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty(ECSQARU'09).
Jean-François Condotta, Souhila Kaci, Pierre Marquis, Nicolas Schwind. Merging Qualitative Constraints Networks Using Propositional Logic. 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty(ECSQARU'09).
Guido Boella, Souhila Kaci, Leendert van der Torre. Dynamics in Argumentation with Single Extensions: Attack Refinement and the Grounded Extension. 8th International Joint Conference on Autonomous Agents and Multi- Agent Systems(AAMAS'09).
Souhila Kaci, Henri Prade. Mastering the Processing of Preferences by Using Symbolic Priorities. 18th European Conference on Artificial Intelligence(ECAI'08).
Souhila Kaci, Henri Prade. Constraints associated with Choquet integrals and other aggregation-free ranking devices. 12th Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems Conference(IPMU'08).
Souhila Kaci, Rui da Silva Neves. Specificity Principle in Querying Databases with Preferences. 12th international Workshop on Non-Monotonic Reasoning(NMR'08).
Jean-François Condotta, Souhila Kaci, Nicolas Schwind. A Framework for Merging Qualitative Constraints Networks. 21st International Florida Artificial Intelligence Research Society Conference(FLAIRS'08).
Allel HadjAli, Souhila Kaci, Henri Prade. Database Preferences Queries - A Possibilistic Logic Approach with Symbolic Priorities. Foundations of Information and Knowledge Systems(FoIKS'08).
Souhila Kaci, Leendert van der Torre, Emil Weydert. On the acceptability of incompatible arguments. 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty(ECSQARU'07).
Souhila Kaci, Henri Prade. Relaxing ceteris paribus preferences with partially ordered priorities. 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty(ECSQARU'07).
Rawad Abou Assi, Souhila Kaci. A compact representation of preference queries. IEEE International Conference on Fuzzy Systems(FUZZ-IEEE'07).
Romain Gérard, Souhila Kaci, Henri Prade. Ranking alternatives on the basis of generic constraints and examples -- A possibilistic approach. 20th International Joint Conference on Artificial Intelligence(IJCAI'07).
Farah Benamara, Souhila Kaci. Preference Reasoning in Advanced Question Answering Systems. 19th Australian Joint Conference on Artificial Intelligence, LNAI 4304(AI'06).
Romain Gérard, Souhila Kaci, Henri Prade. Ordonner des alternatives sur la base de contraintes génériques et d'exemples: Mise en oeuvre d'une approche qualitative comparée à un modèle par fonction d'agrégation. Actes des Rencontres Francophones sur la Logique Floue et ses Applications(LFA'06).
Didier Dubois, Souhila Kaci, Henri Prade. Approche possibiliste des préférences conditionnelles. Actes des Rencontres Francophones sur la Logique Floue et ses Applications(LFA'06).
Souhila Kaci, Leendert van der Torre, Emil Weydert. Acyclic argumentation: Attack = Conflict+ Preference. 17th European Conference on Artificial Intelligence(ECAI'06).
Didier Dubois, Souhila Kaci, Henri Prade. Approximation of Conditional Preferences Networks "CP-nets" in Possibilistic Logic. IEEE International Conference on Fuzzy Systems(FUZZ-IEEE'06).
Souhila Kaci, Leendert van der Torre. Merging Optimitsic and Pessimistic Preferences. 9th International Conference on Information Fusion(FUSION'06).
Souhila Kaci, Leendert van der Torre. Permissions and Uncontrollable Propositions in DSDL3. 8th International Workshop on Deontic Logic in Computer Science, LNAI 4048(DEON'06).
Richard Booth, Souhila Kaci, Leendert van der Torre. Merging Rules: Preliminary Version. International Workshop on Non-Monotonic Reasoning(NMR'06).
Souhila Kaci, Leendert van der Torre. Preference Reasoning for Argumentation: Non-monotonicity and Algorithms. International Workshop on Non-Monotonic Reasoning(NMR'06).
Farah Benamara, Souhila Kaci. Relaxation de questions bipolaires au sein d'un système question réponse avancé. 15ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et d'Intelligence Artificielle(RFIA'06).
Didier Dubois, Souhila Kaci, Henri Prade. Première comparaison des réseaux de conditionnelles "CP-nets'' et de la logique possibiliste en modélisation des préférences. 15ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et d'Intelligence Artificielle(RFIA'06).
Leila Amgoud, Souhila Kaci. Etude de stratégies de sélection d'offres dans un dialogue de négociation. 15ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et d'Intelligence Artificielle(RFIA'06).
Leila Amgoud, Souhila Kaci. Strategical considerations for negotiating agents. 4th International Joint Conference on Autonomous Agents and Multi- Agent Systems(AAMAS'05).
Leila Amgoud, Souhila Kaci. On the study of negotiation strategies. 4th workshop on Agent Communication, AAMAS'05 workshop AC'2005, Lecture Notes in Artificial Intelligence, Volume 3859, Springer-Verlag, 2005.
Souhila Kaci. Bridging merging prioritized information in possibilistic logic and inconsistency handling methods. 8th International Conference on Information Fusion(FUSION'05).
Leila Amgoud, Souhila Kaci. On the generation of bipolar goals in argumentation-based negotiation. Lecture Notes in Computer Science, Volume 3366, Springer-Verlag, 2005.
Souhila Kaci, Leon van der Torre. Algorithms for a Nonmonotonic Logic of Preferences. 8th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty(ECSQARU'05).
Leila Amgoud, Souhila Kaci. An Argumentation Framework for Merging Conflicting Knowledge Bases: The Prioritized Case. 8th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty(ECSQARU'05).
Didier Dubois, Souhila Kaci, Henri Prade. Expressing Preferences From Generic Rules and Examples -- A Possibilistic Approach Without Aggregation Function. 8th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty(ECSQARU'05).
Souhila Kaci, Leon Van der Torre. Non-monotonic Reasoning With Various Kinds of Preferences. IJCAI'05 Multidiscipllinary Workshop on Advances in Preference Handling(MPREF'05).
Didier Dubois, Souhila Kaci, Henri Prade. CP-nets and possibilistic logic: Two approaches to preference modeling Steps towards a comparison. IJCAI'05 Multidiscipllinary Workshop on Advances in Preference Handling(MPREF'05).
Leila Amgoud, Souhila Kaci. Approche basée sur l'argumentation pour le raisonnement sur les buts. 3èmes Journées Francophones Modèles Formels de l'Interaction(MFI'05).
Didier Dubois, Souhila Kaci, Henri Prade. Bipolarity in reasoning and decision -- An introduction. The case of the possibility theory framework. 10th Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems Conference(IPMU'04).
Leila Amgoud, Souhila Kaci. On the generation of bipolar goals in argumentation-based negotiation. International Workshop on Argumentation in Multi-Agent Systems(ArgMAS'04).
Souhila Kaci, Henri Prade. Bipolar goals. A possibilistic logic characterization of preferred choices. Workshop on local computation for logics and uncertainty, in conjunction with ECAI'04.
Didier Dubois, Souhila Kaci, Henri Prade. Ordinal and absolute representations of positive information in possibilistic logic. International Workshop on Non-Monotonic Reasoning(NMR'04).
Didier Dubois, Souhila Kaci, Henri Prade. Représenter des préférences dans le cadre possibiliste. Actes des Rencontres Francophones sur la Logique Floue et ses Applications(LFA'04).
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade. Possibilistic logic: A theoretical framework for multiple source information fusion. Soft Computing in Measurement and Information Acquisition. L. Reznik, V. Kreinovich (Eds.), Springer-Verlag, 127, 68-89, 2003.
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade. Représentation bipolaire et modification de préférences en logique possibiliste. 13ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et d'Intelligence Artificielle(RFIA'02).
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade. Bipolar representation and fusion of preferences in the possibilistic logic framework. 8th International Conference on Principles of Knowledge Representation and Reasoning(KR'02).
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade. Possibilistic logic representation of preferences: relatin prioritized goals and satisfaction levels expressions. 16th European Conference on Artificial Intelligence(ECAI'02).
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade. Bipolar possibilistic representations. 18th Conference on Uncertainty in Artificial Intelligence(UAI'02).
Salem Benferhat, Souhila Kaci. Fusion of possibilistic knowledge bases from a postulate point of view. 15th International Florida Artificial Intelligence Research Society Conference(FLAIRS'02).
Salem Benferhat, Souhila Kaci, Daniel Le Berre, Mary-Anne Williams. Weakening Conflicting Information for Iterated Revision and Knowledge Integration. 17th International Joint Conference on Artificial Intelligence(IJCAI'01).
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade. Graphical readings of possibilistic logic bases. In Proceedings of Seventeenth Conference on Uncertainty in Artificial Intelligence(UAI'01).
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade. Bridging logical, comparative and graphical possibilistic representation frameworks. 6th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty(ECSQARU'01).
Salem Benferhat, Souhila Kaci. A possibilistic logic handling of strong preferences. 19th International Fuzzy Systems Association(IFSA'01).
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade. Encoding information fusion in possibilistic logic : A logical Framework for rational syntactic merging. 14th European Conference on Artificial Intelligence(ECAI'00).
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade. A principled Analysis of merging operations in possibilistic logic.
16th Conference on Uncertainty in Artificial Intelligence(UAI'00).
Salem Benferhat, Souhila Kaci. A new algorithm for fusing possibilistic knowledge bases. 18th Information Processing and Management of Uncertainty in Knowledge-Based Systems Conference(IPMU'00).
Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade. Codage de la fusion classique d'informations en logique possibiliste. Actes des Rencontres Francophones sur la Logique Floue et ses Applications(LFA'00).