Publications of Jérôme MENGIN
Ismaïl Baaj, Zied Bouraoui, Antoine Cornuéjols, Thierry Denoeux, Sébastien Destercke, Didier Dubois, Marie-Jeanne Lesot, João Marques-Silva, Jérôme Mengin, Henri Prade, Steven Schockaert, Mathieu Serrurier, Olivier Strauss, Christel Vrain
Synergies between machine learning and reasoning – An introduction by the Kay R. Amel group
International Journal of Approximate Reasoning, 2024, 171, pp.109206. ⟨10.1016/j.ijar.2024.109206⟩
Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin
Experimental Evaluation of Three Value Recommendation Methods in Interactive Configuration
Journal of Universal Computer Science, 2020, 26 (3), pp.318-342
Jérôme Lang, Jérôme Mengin, Lirong Xia
Voting on multi-issue domains with conditionally lexicographic preferences
Artificial Intelligence, 2018, 265, pp.18-44. ⟨10.1016/j.artint.2018.05.004⟩
Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin
Recommandation par inférence bayésienne. Application à la configuration de produit
Revue des Sciences et Technologies de l’Information – Série RIA : Revue d’Intelligence Artificielle, 2018, 32 (1), pp.39-74. ⟨10.3166/ria.32.39-74⟩
Claudette Cayrol, Sylvie Doutre, Jérôme Mengin
On Decision Problems Related to the Preferred Semantics for Argumentation Frameworks
In : Journal of Logic and Computation, Oxford University Press, Vol. 13 N. 3, pp. 377-403, 2003.
Embedding Logics in the Local Computation Framework
In : Journal of Applied Non-Classical Logics, Hermès, Vol. 11 N. 3-4, pp. 239-267, December 2001.
Hélène Fargier, Jérôme Mengin, Nicolas Schmidt
Nucleus-Satellites Systems of OMDDs for Reducing the Size of Compiled Forms
28th International Conference on Principles and Practice of Constraint Programming (CP 2022), Jul 2022, Haifa, Israel. pp.23:1 – 23:18, ⟨10.4230/LIPIcs.CP.2022.23⟩
Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin, Bao Ngoc Le Nguyen
The complexity of unsupervised learning of lexicographic preferences
MPREF 2022 – 13th Multidisciplinary Workshop on Advances in Preference Handling, Jul 2022, Vienne, Austria. pp.1-8
A Knowledge Compilation Map for Conditional Preference Statements-based Languages
20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS); SIGAI : ACM’s Special Interest Group on Artificial Intelligence, May 2021, Londres (virtual), United Kingdom. pp.492-500
An incomplete knowledge compilation map for conditional preference statements-based languages
Journées d’Intelligence Artificielle Fondamentale 2020, AFIA : Association Française pour l’Intelligence Artificielle, Jul 2020, Angers, France. pp.1-10
Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin
Learning Lexicographic Preference Trees From Positive Examples
32th AAAI Conference on Artificial Intelligence (AAAI 2018), Feb 2018, New Orleans, United States. pp.2959-2966, ⟨10.1609/aaai.v32i1.11808⟩
Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin
Recommendation for product configuration: an experimental evaluation
18th International Configuration Workshop (CWS 2016) within CP 2016 : 22nd International Conference on Principles and Practice of Constraint Programming, Sep 2016, Toulouse, France. pp. 9-16
Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin
Recommendation using Bayesian inference for product configuration
8èmes Journées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes (JFRB 2016), Jun 2016, Clermont Ferrand, France
Damien Bigot, Jérôme Mengin, Bruno Zanuttini
Learning Probabilistic CP-nets from Observations of Optimal Items
7th Starting AI Researcher Symposium (STAIRS 2014), Aug 2014, Prague, Czech Republic. pp.81-90, ⟨10.3233/978-1-61499-421-3-81⟩
Damien Bigot, Jérôme Mengin, Bruno Zanuttini
Apprentissage de CP-nets probabilistes
Journées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes (JFRB 2014), Jun 2014, Paris, France
Damien Bigot, Hélène Fargier, Jérôme Mengin, Bruno Zanuttini
Probabilistic Conditional Preference Networks (poster)
In : Uncertainty in Artificial Intelligence, Bellevue, Washington, 11/07/13-15/07/13, Association for Uncertainty in Artificial Intelligence, pp. 72-81, July 2013.
URL : http://www.irit.fr/publis/ADRIA/PapersFargier/uai13.pdf – https://oatao.univ-toulouse.fr/12481/
BibTeXJérôme Lang, Jérôme Mengin, Lirong Xia
Aggregating Conditionally Lexicographic Preferences on Multi-issue Domains (regular paper)
In : International Conference on Principles and Practice of Constraint Programming (CP 2012), Québec City, QC, Canada, 08/10/12-12/10/12, Michela Milano (Eds.), Springer, Lecture Notes in Computer Science 7514, pp. 973-987, 2012.
Abstract URL : http://link.springer.com/chapter/10.1007%2F978-3-642-33558-7_69
BibTeXDamien Bigot, Hélène Fargier, Bruno Zanuttini, Jérôme Mengin
Using and Learning GAI-Decompositions for Representing Ordinal Rankings. (regular paper)
In : ECAI’2012 workshop on Preference Learning (PL 2012), Monpellier, 28/08/12, Johannes Fürnkranz, Eyke Hüllermeier (Eds.), TU Darmstadt, pp. 5-10, August 2012.
URL : http://www.ke.tu-darmstadt.de/events/PL-12/papers/01-bigot.pdf
BibTeXNicolas Schmidt, Hélène Fargier, Jérôme Lang, Jérôme Mengin
Issue-by-issue voting: an experimental evaluation (regular paper)
In : Multidisciplinary Workshop onAdvances in Preference Handling (MPREF 2012), Montpellier, 27/08/12, Laboratoire d’Informatique de Paris 6, (on line), August 2012.
URL : http://www.irit.fr/publis/ADRIA/PapersFargier/mpref12.pdf
BibTeXRichard Booth, Yann Chevaleyre, Jérôme Lang, Jérôme Mengin, Chattrakul Sombattheera
Learning conditionally lexicographic preference relations (regular paper)
In : European Conference on Artificial Intelligence (ECAI 2010), Lisbonne, 16/08/10-20/08/10, IOS Press, pp. 269-274, August 2010.
URL : http://www.irit.fr/publis/ADRIA/Boothetal_ecai10.pdf
BibTeXRichard Booth, Yann Chevaleyre, Jérôme Lang, Jérôme Mengin, Chattrakul Sombattheera
Learning various classes of models of lexicographic orderings
In : Workshop on Preferencce Learningat the European Conference on Machine Learning (PL’09), Bled (Slovénie), 11/09/09-11/09/09, Eyke Hüllermeyer, Johannes Fürnkranz (Eds.).
The complexity of learning separable ceteris paribus preferences (regular paper)
In : International Joint Conference on Artificial Intelligence (IJCAI 2009), Pasaden, Californie, 11/07/09-17/07/09, AAAI Press, pp. 848-853, July 2009.
Learning Preference Relations over Combinatorial Domains
In : Workshop on Preference Learning at the European Conference on Machine Learning (PL’08), Antwerpen, 19/09/08-19/09/08, Eyke Hüllermeier, Johannes Fürnkranz (Eds.).
URL : http://www.mathematik.uni-marburg.de/~kebi/ws-ecml-08/4.pdf
BibTeXUniform interpolation by resolution in modal logic
In : European Conference on Logics in Artificial Intelligence (JELIA 2008), Dresden, 29/09/08-01/10/08, Vol. 5293, Steffen Hölldobler, Carsten Lutz, Heinrich Wansing (Eds.), Springer-Verlag, Lecture Notes in Computer Science, pp. 219-231, September 2008.
On sceptical vs. credulous acceptance for abstract argument systems
In : Proc. 10th Int. Workshop on Non-Monotonic Reasoning (NMR’2004), Whistler, Canada, 06/06/04-08/06/04.
URL : http://www.pims.math.ca/science/2004/NMR/papers/paper18.pdf
BibTeXLogical connectives for nonmonotonicity: a choice function-based approach
In : 9th European conference on logics in artificial intelligence(jelia 2004), lisbonne, 27/09/04-30/09/04, Jose Julio Alferes, Joao Leite (Eds.), Springer, Berlin, pp. 452-461, September 2004.
On sceptical versus credulous acceptance for abstract argument systems
In : 9th european conference on logics in artificial intelligence(jelia 2004), lisbonne, 27/09/04-30/09/04, José Julio Alferes, Joao Leite (Eds.), Springer, Berlin, pp. 462-473, September 2004.
Claudette Cayrol, Sylvie Doutre, Marie-Christine Lagasquie-Schiex, Jérôme Mengin
Minimal defence: a refinement of the preferred semantics for argumentation frameworks
In : Proc. of the 9th International Workshop on Non-Monotonic Reasoning (NMR’2002), Toulouse, France, 19/04/02-21/04/02.
Claudette Cayrol, Sylvie Doutre, Jérôme Mengin
Dialectical Proof Theories for the Credulous Preferred Semantics of Argumentation Frameworks
In : European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2001), Toulouse, 19/09/01-21/09/01, Springer-Verlag, LNAI 2143, pp. 668-679, September 2001.
Preferred Extensions of Argumentation Frameworks: Query Answering and Computation
In : First International Joint Conference on Automated Reasoning, IJCAR 2001, Siena, Italy, 20/06/01-22/06/01, LNAI 2083 Springer, pp. 272-288, June 2001.
An algorithm that computes the preferred extensions of argumentation frameworks
In : (ECAI’2000) Third International Workshop on Computational Dialectics (CD’2000), Berlin, 20/08/00-25/08/00.
Claudette Cayrol, Marie-Christine Lagasquie-Schiex, Jérôme Mengin
Une approche methodologique de la resolution de conflits (regular paper)
In : Congrès Francophone de Reconnaissance des Formes et Intelligence Artificielle (RFIA 2000), Paris, 01/02/00-03/02/00, AFIA : Association Francaise d’Intelligence Artificielle, February 2000.
URL : http://www.irit.fr/publis/ADRIA/PapersMCL/articleRFIA2000-1.ps.gz
BibTeXLogical Deduction Using the Local Computation Framework
In : European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty, Londres, 05/07/99-09/07/99, Springer, Berlin, pp. 386-396, July 1999.
Yann Chevaleyre, Frédéric Koriche, Jérôme Lang, Jérôme Mengin, Bruno Zanuttini
Learning Ordinal Preferences on Multiattribute Domains: the Case of CP-nets
In : Preference Learning. Eyke Hüllermeyer, Johannes Fürnkranz (Eds.) , Springer, pp. 273-296, 2010.
Didier Dubois, Jérôme Mengin, Henri Prade
Possibilistic uncertainty and fuzzy features in description logic. A preliminary discussion
In : Fuzzy logic and the semantic web. E. Sanchez (Eds.) , Elsevier, pp. 101-113, 2006.
Dietmar Jannach, Jérôme Mengin, Bamshad Mobasher, Andrea Passerini, Paolo Viappiani
Proceedings of the IJCAI 2015 Joint Workshop on Constraints and Preferences for Configuration and Recommendation and Intelligent Techniques for Web Personalization co-located with the 24th International Joint Conference on Artificial Intelligence (IJCAI 2015)
Dietmar Jannach; Jérôme Mengin; Bamshad Mobasher; Andrea Passerini; Paolo Viappiani. IJCAI Joint Workshop on Constraints and Preferences for Configuration and Recommendation and Intelligent Techniques for Web Personalization (CPCR+ITWP 2015), Jul 2015, Buenos Aires, Argentina. 1440, CEUR Workshop Proceedings, 2016
Luis Fariñas del Cerro, Andreas Herzig, Jérôme Mengin
Logics in Artificial Intelligence – 13th European Conference, JELIA 2012, Toulouse, France, 26/09/12 – 28/09/12, Springer-Verlag, LNCS 7519 , September 2012.
Damien Bigot, Hélène Fargier, Jérôme Mengin, Bruno Zanuttini
Probabilistic Conditional Preference Networks (poster)
In : Uncertainty in Artificial Intelligence, Bellevue, Washington, 11/07/13-15/07/13, Association for Uncertainty in Artificial Intelligence, pp. 72-81, July 2013.
URL : http://www.irit.fr/publis/ADRIA/PapersFargier/uai13.pdf – https://oatao.univ-toulouse.fr/12481/
BibTeX
Zied Bouraoui, Antoine Cornuéjols, Thierry Denœux, Sébastien Destercke, Didier Dubois, Romain Guillaume, Joao Marques-Silva, Jérôme Mengin, Henri Prade, Steven Schockaert, Mathieu Serrurier, Christel Vrain
From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group)
2019