CV mathieu Serrurier

Nicolas Hug, Henri Prade, Gilles Richard, Mathieu Serrurier. Analogical proportion-based methods for recommendation - First investigations. Fuzzy Sets and Systems, Elsevier, 2018, 366, pp.110-132. ⟨10.1016/j.fss.2018.11.007⟩. ⟨hal-02397244⟩

Myriam Bounhas, Khaled Mellouli, Henri Prade, Mathieu Serrurier. Possibilistic classifiers for numerical data. Soft Computing, Springer Verlag, 2013, vol. 17 (n° 5), pp. 733-751. ⟨10.1007/s00500-012-0947-9⟩. ⟨hal-01125505⟩

Mathieu Serrurier, Henri Prade. An informational distance for estimating the faithfulness of a possibility distribution, viewed as a family of probability distributions, with respect to data. International Journal of Approximate Reasoning, Elsevier, 2013, vol. 54 (n° 7), pp. 919-933. ⟨10.1016/j.ijar.2013.01.011⟩. ⟨hal-01154256⟩

Myriam Bounhas, Mohammad Ghasemi Hamed, Henri Prade, Mathieu Serrurier, Khaled Mellouli. Naive possibilistic classifiers for imprecise or uncertain numerical data. Fuzzy Sets and Systems, Elsevier, 2013, pp xxxx. ⟨10.1016/j.fss.2013.07.012⟩. ⟨hal-00926435⟩

Mathieu Serrurier, Henri Prade. Improving inductive logic programming by using simulated annealing. Information Sciences, Elsevier, 2008, 178 (6), pp.1423-1441. ⟨10.1016/j.ins.2007.10.015⟩. ⟨hal-03033438⟩

Henri Prade, Mathieu Serrurier. Bipolar version space learning. International Journal of Intelligent Systems, Wiley, 2008, 23 (10), pp.1135-1152. ⟨10.1002/int.20310⟩. ⟨hal-03033444⟩

Leila Amgoud, Mathieu Serrurier. Agents that argue and explain classifications. Autonomous Agents and Multi-Agent Systems, Springer Verlag, 2008, 16 (2), pp.187-209. ⟨10.1007/s10458-007-9025-6⟩. ⟨hal-03033449⟩

Mathieu Serrurier, Henri Prade. Introducing possibilistic logic in ILP for dealing with exceptions. Artificial Intelligence, Elsevier, 2007, 171 (16-17), pp.939-950. ⟨10.1016/j.artint.2007.04.016⟩. ⟨hal-03033452⟩

Mathieu Serrurier, Didier Dubois, Henri Prade, Thomas Sudkamp. Learning fuzzy rules with their implication operators. Data and Knowledge Engineering, Elsevier, 2007, 60 (1), pp.71-89. ⟨10.1016/j.datak.2006.01.007⟩. ⟨hal-03033461⟩

Mathieu Serrurier, Henri Prade. Improving Expressivity of Inductive Logic Programming by Learning Different Kinds of Fuzzy Rules. Soft Computing, Springer Verlag, 2006, 11 (5), pp.459-466. ⟨10.1007/s00500-006-0109-z⟩. ⟨hal-03033455⟩

Mathieu Serrurier, Franck Mamalet, Alberto González-Sanz, Thibaut Boissin, Jean-Michel Loubes, et al.. Achieving robustness in classification using optimal transport with hinge regularization. Conference on Computer Vision and Pattern Recognition, Jun 2021, Virtuel, Canada. ⟨hal-03033400⟩

Eduardo Hugo Sanchez, Mathieu Serrurier, Mathias Ortner. Learning Disentangled Representations via Mutual Information Estimation. 16th European Conference on Computer Vision - ECCV 2020, Aug 2020, online, France. pp.205-221, ⟨10.1007/978-3-030-58542-6_13⟩. ⟨hal-02397803⟩

Nicolas Hug, Henri Prade, Gilles Richard, Mathieu Serrurier. Analogy in recommendation. Numerical vs. ordinal: A discussion. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2016) in IEEE World Congress on Computational Intelligence - WCCI 2016, Jul 2016, Vancouver, Canada. pp. 2220-2226. ⟨hal-01787372⟩

Nicolas Hug, Henri Prade, Gilles Richard, Mathieu Serrurier. Analogical Classifiers: A Theoretical Perspective. European Conference on Artificial Intelligence (ECAI 2016), Aug 2016, La Hague, France. pp. 689-697. ⟨hal-01782594⟩

Denis Pallez, Mathieu Serrurier, Célia da Costa Pereira, Giovanni Fusco, Cristina Cao. Social Specialization of Space: Clustering Households on the French Riviera. Genetic and Evolutionary Computation Conference, Jul 2015, Madrid, Spain. ⟨10.1145/2739482.2764665⟩. ⟨hal-01344327⟩

Mathieu Serrurier, Henri Prade. Entropy evaluation based on confidence intervals of frequency estimates : Application to the learning of decision trees. 32nd International Conference on Machine Learning (ICML 2015), Jul 2015, Lille, France. pp. 1576-1584. ⟨hal-01809356⟩

Gwenael Bothorel, Mathieu Serrurier, Christophe Hurter. Visualization of Frequent Itemsets with Nested Circular Layout and Bundling Algorithm. International Symposium on Visual Computing - ISVC 2013, Jul 2013, Rethymnon, Greece. pp.396-405, ⟨10.1007/978-3-642-41939-3_38⟩. ⟨hal-01141434⟩

Mathieu Serrurier, Henri Prade. A scalable learning algorithm for Kernel Probabilistic Classifier. 7th International Conference on Scalable Uncertainty Management (SUM), Sep 2013, Washington, DC, United States. pp. 297-310. ⟨hal-01171944⟩

Mohammad Ghasemi Hamed, David Gianazza, Mathieu Serrurier, Nicolas Durand. Statistical prediction of aircraft trajectory : regression methods vs point-mass model. ATM 2013, 10th USA/Europe Air Traffic Management Research and Development Seminar, Jun 2013, Chicago, United States. pp xxxx. ⟨hal-00911709⟩

Gwenael Bothorel, Mathieu Serrurier, Christophe Hurter. From Visualization to Association Rules : an automatic approach. SCCG 2013, Spring Conference on Computer Graphics, ACM, May 2013, Smolenice, Slovakia. pp 57-64, ⟨10.1145/2508244.2508252⟩. ⟨hal-01078330⟩

Gwenael Bothorel, Mathieu Serrurier, Christophe Hurter. Mining aeronautical data by using visualized driven rules extraction approach. ISIATM 2013, 2nd International Conference on Interdisciplinary Science for Innovative Air Traffic Management, Jul 2013, Toulouse, France. ⟨hal-00867875⟩

Myriam Bounhas, Henri Prade, Mathieu Serrurier, Khaled Mellouli. A Possibilistic Rule-Based Classifier. 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2012), Jul 2012, Catania, Italy. pp.21--31, ⟨10.1007/978-3-642-31709-5_3⟩. ⟨hal-03346981⟩

Mathieu Serrurier, Henri Prade. Classification Based on Possibilistic Likelihood. 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2012), Jul 2012, Catania, Italy. pp.420--429. ⟨hal-03346982⟩

Mohammad Ghasemi Hamed, Mathieu Serrurier, Nicolas Durand. Simultaneous interval regression for K-nearest neighbor. AI 2012, 25th Australasian Joint Conference on Artificial Intelligence, Dec 2012, Sydney, Australia. pp 602-613, ⟨10.1007/978-3-642-35101-3_51⟩. ⟨hal-00938894⟩

Mohammad Ghasemi Hamed, Mathieu Serrurier, Nicolas Durand. Representing uncertainty by possibility distributions encoding confidence bands, tolerance and prediction intervals. SUM 2012, 6th International Conference on Scalable Uncertainty Management, Sep 2012, Marburg, Germany. pp 233-246, ⟨10.1007/978-3-642-33362-0_18⟩. ⟨hal-00938794⟩

Mohammad Ghasemi Hamed, Mathieu Serrurier, Nicolas Durand. Possibilistic KNN regression using tolerance intervals. IPMU 2012, 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jul 2012, Catania, Italy. pp 410-419, ⟨10.1007/978-3-642-31718-7_43⟩. ⟨hal-00938763⟩

Mathieu Serrurier, Henri Prade. Imprecise Regression Based on Possibilistic Likelihood. 5th International Conference on Scalable Uncertainty Management (SUM 2011), Oct 2011, Dayton, OH, United States. pp.447-459, ⟨10.1007/978-3-642-23963-2_35⟩. ⟨hal-03351565⟩

Gwenael Bothorel, Mathieu Serrurier, Christophe Hurter. Utilisation d'outils de Visual Data Mining pour l'exploration d'un ensemble de règles d'association. IHM 2011, 23ème Conférence Francophone sur l'Interaction Homme-Machine, Oct 2011, Nice, France. pp.Article N° 12, ⟨10.1145/2044354.2044369⟩. ⟨hal-01022276⟩

Myriam Bounhas, Henri Prade, Mathieu Serrurier, Khaled Mellouli. Possibilistic Classifiers for Uncertain Numerical Data. 11th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2011), Jun 2011, Belfast, Ireland. pp.434-446, ⟨10.1007/978-3-642-22152-1_37⟩. ⟨hal-03351549⟩

Mathieu Serrurier, Henri Prade. Maximum-likelihood principle for possibility distributions viewed as families of probabilities. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011), Jun 2011, Taipei, Taiwan. pp.2987--2993, ⟨10.1109/FUZZY.2011.6007527⟩. ⟨hal-03351553⟩

Richard Alligier, Mohammad Ghasemi Hamed, David Gianazza, Mathieu Serrurier. Ground-based prediction of aircraft climb : point-mass model vs regression methods. Complex World 2011, 1st Annual Complex World Conference, Jul 2011, Seville, Spain. pp xxxx. ⟨hal-00940961⟩

Mohammad Ghasemi Hamed, Mathieu Serrurier, Nicolas Durand. Building possibility distribution based on confidence intervals of parameters of Gaussian mixtures. SUM 2011, 5th International Conference on Scalable Uncertainty Management, Oct 2011, Dayton, United States. ⟨hal-00934773⟩

Myriam Bounhas, Khaled Mellouli, Henri Prade, Mathieu Serrurier. From Bayesian classifiers to possibilistic classifiers for numerical data. 4th International Conference on Scalable Uncertainty Management (SUM 2010), Sep 2010, Toulouse, France. pp.112-125, ⟨10.1007/978-3-642-15951-0_15⟩. ⟨hal-03349427⟩

Henri Prade, Mathieu Serrurier. Why Imprecise regression: a discussion. 5th International Conference on Soft Methods in Probability and Statistics (SMPS 2010), Sep 2010, Oviedo and Mieres, Asturias, Spain. pp.527-535, ⟨10.1007/978-3-642-14746-3_65⟩. ⟨hal-03349430⟩

Christophe Hurter, Mathieu Serrurier, Roland Alonso, Gilles Tabart, Jean-Luc Vinot. An automatic generation of metro-like maps to display flight routes for air traffic controllers: structure and color optimization. AVI 2010, International Working Conference on Advanced Visual Interfaces, May 2010, Roma, Italy. pp 233-240, ⟨10.1145/1842993.1843034⟩. ⟨hal-01022249⟩

Henri Prade, Agnés Rico, Mathieu Serrurier. Elicitation of Sugeno integrals: A version space learning perpective. 18th International Symposium on Methodologies for Intelligent Systems (ISMIS 2009), Sep 2009, Prague, Czech Republic. pp.392-401, ⟨10.1007/978-3-642-04125-9_42⟩. ⟨hal-03353603⟩

Mathieu Serrurier, Sylvain Neswadba, Jean-Paul Imbert. Increasing Air Traffic Control simulations realism through voice transformation. AudioMostly 2009, Conference on Interaction with Sound, Sep 2009, Glasgow, United Kingdom. ⟨hal-01166944⟩

Mathieu Serrurier, Henri Prade. Making regression imprecise for providing a better representation of precise data. Second workshop of the ERCIM working group on Computing ans Statistics (ERCIM 2009), Oct 2009, Limassol, Cyprus. ⟨hal-03353613⟩

Henri Prade, Agnès Rico, Mathieu Serrurier. Elicitation of Sugeno integrals : A version space learning perspective. Proc. 18th Int. Symp. on Methodologies for Intelligent Systems, ISMIS'09, Sep 2009, Prague, Czech Republic, Czech Republic. pp.392-401, ⟨10.1007/978-3-642-04125-9_42⟩. ⟨hal-01437752⟩

Christophe Hurter, Mathieu Serrurier, Gilles Tabart, Jean-Luc Vinot. Génération et placement de couleurs sur une vue de type métro. IHM 2009, 21ème Conférence Francophone sur l'Interaction Homme-Machine, Oct 2009, Grenoble, France. pp 55-58, ⟨10.1145/1629826.1629835⟩. ⟨hal-01022164⟩

Henri Prade, Agnès Rico, Mathieu Serrurier, Éric Raufaste. Elicitating Sugeno Integrals: Methodology and a Case Study. 10th European Conference Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2009), Jul 2009, Verona, Italy. pp.712-723, ⟨10.1007/978-3-642-02906-6_61⟩. ⟨hal-00533477⟩

Mathieu Serrurier, Henri Prade. A general framework for imprecise regression. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2007), Jul 2007, London, United Kingdom. pp.1597--1602, ⟨10.1109/FUZZY.2007.4295605⟩. ⟨hal-03358862⟩

Mathieu Serrurier, Henri Prade. Imprecise regression and regression on fuzzy data A preliminary discussion. 2006 IEEE International Conference on Fuzzy Systems, Jul 2006, Vancouver, Canada. ⟨10.1109/FUZZY.2006.1681908⟩. ⟨hal-03364221⟩

Mathieu Serrurier, Didier Dubois, Henri Prade. Super increasing sequences and learning of default rules. 11th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2006), Jul 2006, Paris, France. ⟨hal-03364213⟩

Henri Prade, Mathieu Serrurier. Version Space Learning for Possibilistic Hypotheses. 17th European Conference on Artificial Intelligence (ECAI 2006), European Coordinating Committee for Artificial Intelligence (ECCAI); Italian Association of Artificial Intelligence, Aug 2006, Riva del Garda, Italy. pp.801-802. ⟨hal-03361589⟩

Mathieu Serrurier, Henri Prade. Gérer les exceptions en programmation logique inductive multiclasse avec la logique possibiliste. 15ème Congrès Francophone de Reconnaissance des Formes et Intelligence Artificielle (RFIA 2006), Jan 2006, Tours, France. pp.(en ligne). ⟨hal-03364211⟩

Mathieu Serrurier, Thomas Sudkamp, Didier Dubois, Henri Prade. Fuzzy inductive logic programming: learning fuzzy rules with their implication. 14th IEEE International Conference on Fuzzy Systems, May 2005, Reno, Nevada, United States. pp.613-618, ⟨10.1109/FUZZY.2005.1452464⟩. ⟨hal-03367394⟩

Mathieu Serrurier, Henri Prade. Possibilistic inductive logic programming. 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2005), Jul 2005, Barcelone, Spain. pp.675-686. ⟨hal-03367398⟩

Henri Prade, Mathieu Serrurier. Getting adaptability or expressivity in inductive logic programming by using fuzzy predicates. IEEE International Conference on Fuzzy Systems 2004, Jul 2004, Budapest, Hungary. pp.73-77, ⟨10.1109/FUZZY.2004.1375691⟩. ⟨hal-03370920⟩

Henri Prade, Gilles Richard, Mathieu Serrurier. Enrichir la programmation logique inductive avec des prédicats flous. 14ème Congrés Francophone AFRIF-AFIA de Reconnaissance des Formes et d'Intelligence Artificielle (RFIA 2004), Association française pour la reconnaissance et l'interprétation des formes; Association française pour l'intelligence artificielle, Jan 2004, Toulouse, France. pp.319-327. ⟨hal-03369700⟩

Mathieu Serrurier, Henri Prade, Gilles Richard. A simulated annealing framework for ILP. 14th International Conference on Inductive Logic Programming (ILP 2004), 2004, Porto, Portugal. pp.288-304, ⟨10.1007/978-3-540-30109-7_22⟩. ⟨hal-03370917⟩

Mathieu Serrurier, Henri Prade. Les avantages de la discrétisation floue dans l'apprentissage de règles. Conférence sur l'Apprentissage Automatique (CAP 2004), LIRMM: Laboratoire d'informatique, de robotique et de microélectronique de Montpellier, Jun 2004, Montpellier, France. ⟨hal-03369711⟩

Mathieu Serrurier, Henri Prade, Thomas Sudkamp, Didier Dubois, Gilles Richard. Learning first order fuzzy rules with their implication operator. 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2004), Jul 2004, Perugia, Italy. ⟨hal-03370918⟩

Henri Prade, Gilles Richard, Mathieu Serrurier. Learning first order fuzzy logic rules. 10th International Fuzzy Systems Association World Congress (IFSA 2003), Jun 2003, Istanbul, Turkey. pp.702--709, ⟨10.1007/3-540-44967-1_84⟩. ⟨hal-03373369⟩

Henri Prade, Gilles Richard, Mathieu Serrurier. On the induction of different kinds of first-order fuzzy rules. 7th European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU 2003), Jul 2003, Aalborg, Denmark. pp.370-381, ⟨10.1007/978-3-540-45062-7_30⟩. ⟨hal-03373364⟩

Henri Prade, Gilles Richard, Mathieu Serrurier. Enriching relational learning with fuzzy predicates. 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2003), 2003, Cavtat-Dubrovnik, Croatia. pp.399-410, ⟨10.1007/978-3-540-39804-2_36⟩. ⟨hal-03373379⟩

Didier Dubois, Sylvain Lavalley, Henri Prade, Mathieu Serrurier, Thomas Sudkamp. Apprentissage du type de règle floue le plus pertinent. Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2003), Nov 2003, Tours, France. pp.81-88. ⟨hal-03375240⟩

Mathieu Serrurier, Henri Prade, Gilles Richard. Using simulated annealing in ILP. 13th International Conference on Inductive Logic Programming (ILP 2003), Sep 2003, Szeged, Hungary. ⟨hal-03375238⟩

Didier Dubois, Henri Prade, Gilles Richard, Mathieu Serrurier. Stratified induction in possibilistic logic. 9ème Conférence Internationale sur le traitement d'information et gestion d'incertitudes dans les systèmes à base de connaissances (IPMU 2002), Jun 2002, Annecy, France. pp.617-623. ⟨hal-03377606⟩

Mathieu Serrurier, Henri Prade. Coping with exceptions in multiclass ILP problems using possibilistic logic (Poster paper). Nineteenth International Joint Conference on Artificial Intelligence (IJCAI 2005), Jul 2005, Edinburgh, Scotland, United Kingdom. Gallus, IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30-August 5, 2005, pp.1761-1762, 2005. ⟨hal-03367405⟩

Achraf Bennis, Sandrine Mouysset, Mathieu Serrurier. DPWTE: A Deep Learning Approach to Time-to-Event Analysis using a Sparse Weibull Mixture Layer. 2021. ⟨hal-03263989⟩

Jérôme Bolte, Lilian Glaudin, Edouard Pauwels, Mathieu Serrurier. A Hölderian backtracking method for min-max and min-min problems. 2020. ⟨hal-02900875⟩

Achraf Bennis, Sandrine Mouysset, Mathieu Serrurier. Estimation of conditional mixture Weibull distribution with right-censored data using neural network for time-to-event analysis. 2020. ⟨hal-02483979⟩

Eduardo Hugo Sanchez, Mathieu Serrurier, Mathias Ortner. Learning Disentangled Representations of Satellite Image Time Series. 2019. ⟨hal-02046537⟩

Zied Bouraoui, Antoine Cornuéjols, Thierry Denœux, Sébastien Destercke, Didier Dubois, et al.. From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group). 2019. ⟨hal-03253808⟩

Stergos Afantenos, Nicolas Couellan, Aurélien Garivier, Sébastien Gerchinovitz, Jean-Michel Loubes, et al.. Report on CIMI Thematic Trimester: Machine Learning. [Rapport de recherche] IRIT : Institut de Recherche en Informatique de Toulouse. 2016. ⟨hal-03155046⟩