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⟩

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⟩

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. 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⟩

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⟩

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⟩

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. 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, 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⟩

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. 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⟩

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⟩

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⟩

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. 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⟩

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. 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. 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⟩

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⟩

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⟩

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⟩

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. 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⟩

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

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⟩

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⟩

Mathieu Serrurier, Franck Mamalet, Alberto González-Sanz, Thibaut Boissin, Jean-Michel Loubes, et al.. Achieving robustness in classification using optimal transport with hinge regularization. 2020. ⟨hal-03033400⟩

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

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⟩