Christophe Marsala

Publications

Article dans une revue (20)

Extending intuitionistic operations, orderings, and entropy measures on generalized fuzzy orthopartitions Stefania Boffa,Davide Ciucci,Christophe Marsala Fuzzy Sets and Systems, 2025, 513, pp.109381. ⟨10.1016/j.fss.2025.109381⟩ Article dans une revue hal-05103242v1
Conference Report on 2025 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2025) Kevin Guelton,Christophe Marsala IEEE Computational Intelligence Magazine, 2025, 20 (4), pp.14-17. ⟨10.1109/MCI.2025.3601685⟩ Article dans une revue hal-05311738v1
A General Framework for Personalising Post Hoc Explanations through User Knowledge Integration Adulam Jeyasothy,Thibault Laugel,Marie-Jeanne Lesot,Christophe Marsala,Marcin Detyniecki International Journal of Approximate Reasoning, 2023, 160, pp.108944. ⟨10.1016/j.ijar.2023.108944⟩ Article dans une revue hal-04337026v1
Recherches en IA explicable dans l’équipe LFI du LIP6 Christophe Marsala,Isabelle Bloch,Marie-Jeanne Lesot,Sabrina Tollari,Jean-Noël Vittaut Bulletin de l'Association Française pour l'Intelligence Artificielle, 2022, 116, pp.9-13 Article dans une revue hal-04013819v1
Lotfi A. Zadeh, the visionary in Explainable Artificial Intelligence Bernadette Bouchon-Meunier,Marie-Jeanne Lesot,Christophe Marsala TWMS J. Pure Applied Math, 2021, 12 (1), pp.5-13 Article dans une revue hal-03210198v1
Entropy and monotonicity in artificial intelligence Bernadette Bouchon-Meunier,Christophe Marsala International Journal of Approximate Reasoning, 2020, 124, pp.111-122. ⟨10.1016/j.ijar.2020.04.008⟩ Article dans une revue hal-02870542v1
A proximal framework for fuzzy subspace clustering Arthur Guillon,Marie-Jeanne Lesot,Christophe Marsala Fuzzy Sets and Systems, 2019, 366, pp.34-45. ⟨10.1016/j.fss.2018.06.006⟩ Article dans une revue hal-01910359v1
An adapted incremental graded multi-label classification model for recommendation systems Khalil Laghmari,Christophe Marsala,Mohammed Ramdani Progress in Artificial Intelligence, 2017, ⟨10.1007/s13748-017-0133-5⟩ Article dans une revue cirad-01577274v1
Fuzzy data mining and management of interpretable and subjective information Christophe Marsala,Bernadette Bouchon-Meunier Fuzzy Sets and Systems, 2015, 281, pp.252-259. ⟨10.1016/j.fss.2015.08.021⟩ Article dans une revue hal-01198847v1
Rank discrimination measures for enforcing monotonicity in decision tree induction Christophe Marsala,Davide Petturiti Information Sciences, 2015, 291, pp.143-171. ⟨10.1016/j.ins.2014.08.045⟩ Article dans une revue hal-01185359v1
Modeling and management of subjective information in a fuzzy setting Bernadette Bouchon-Meunier,Marie-Jeanne Lesot,Christophe Marsala International Journal of General Systems, 2013, 42 (1), pp.3-19. ⟨10.1080/03081079.2012.710435⟩ Article dans une revue hal-01172706v1
Adaptive complex event processing for harmful situation detection Jean-René Coffi,Christophe Marsala,Nicolas Museux Evolving Systems, 2012, 3 (3), pp.167-177. ⟨10.1007/s12530-012-9052-7⟩ Article dans une revue hal-01172708v1
A Real-time Billboard Trademark Recognition Algorithm in Sports Video Jiang Bu,Song-Yang Lao,Liang Bai,Sabrina Tollari,Christophe Marsala Acta Automatica Sinica, 2011, 37 (4), pp.418-426. ⟨10.3724/SP.J.1004.2011.00418⟩ Article dans une revue hal-01172509v1
Exploitation du contenu visuel pour améliorer la recherche textuelle d'images en ligne Sabrina Tollari,Marcin Detyniecki,Ali Fakeri-Tabrizi,Christophe Marsala,Massih-Reza Aminiet al. Document numérique - Revue des sciences et technologies de l'information. Série Document numérique, 2010, 13 (1), pp.187-209. ⟨10.3166/dn.13.1.187-209⟩ Article dans une revue istex hal-01172416v1
Automatic Video Annotation with Forests of Fuzzy Decision Trees Marcin Detyniecki,Christophe Marsala Mathware & soft computing, 2008, 15 (1), pp.61-74 Article dans une revue hal-01170734v1
Patients' perception of asthma severity Alain Lurie,Christophe Marsala,Sarah Hartley,Bernadette Bouchon-Meunier,Daniel Dusser Respiratory Medicine, 2007, 101 (10), pp.2145-2152. ⟨10.1016/j.rmed.2007.05.027⟩ Article dans une revue hal-01172264v1
Compositional rule of inference as an analogical scheme Bernadette Bouchon-Meunier,Radko Mesiar,Christophe Marsala,Maria Rifqi Fuzzy Sets and Systems, 2003, 138 (1), pp.53-65. ⟨10.1016/S0165-0114(02)00567-5⟩ Article dans une revue istex hal-01184931v1
Independence and possibilistic conditioning Bernadette Bouchon-Meunier,Giulianella Coletti,Christophe Marsala Annals of Mathematics and Artificial Intelligence, 2002, 35 (1-4), pp.107-123. ⟨10.1023/A:1014579015954⟩ Article dans une revue istex hal-01184255v1
Fuzzy decision trees to help flexible querying. Christophe Marsala Kybernetika, 2000, 36 (6), pp.689-705 Article dans une revue hal-01184457v1
Twelve numerical, symbolic and hybrid supervised classification methods Olivier Gascuel,Bernadette Bouchon-Meunier,Gilles Caraux,Patrick Gallinari,Alain Guénocheet al. International Journal of Pattern Recognition and Artificial Intelligence, 1998, 12 (5), pp.517-572. ⟨10.1142/S0218001498000336⟩ Article dans une revue hal-01184805v1

Communication dans un congrès (162)

Biais de genre encodés et exprimés dans les LLM : étude conjointe Nour Bouchouchi,Thibault Laugel,Marie-Jeanne Lesot,Christophe Marsala,Xavier Renard Extraction et Gestion des Connaissances (EGC 2026), Jan 2026, Anglet, France Communication dans un congrès hal-05454037v1
Interprétabilité de bases de règles floues : évaluation numérique et empirique Thomas Pontoizeau,Romain Caillière,Marie-Jeanne Lesot,Christophe Marsala,Nicolas Museuxet al. Rencontres francophones sur la Logique Floue et ses Applications (LFA), Nov 2025, Clermont-Ferrand, France. pp.57-64 Communication dans un congrès hal-05366102v1
Towards Probabilistic Entropies for Interval Valued Fuzzy Sets Christophe Marsala,Bernadette Bouchon-Meunier Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2025, Jul 2025, Riga, Latvia. pp.193-204, ⟨10.1007/978-3-031-97225-6_16⟩ Communication dans un congrès hal-05195980v1
Comparaison de quatre modélisations des préférences Olivier Strauss,Agnès Rico,Christophe Marsala,Curtis Martelet Rencontres Francophones sur la Logique Floue et ses Applications (LFA), Nov 2025, Clermond-Ferrand, France. pp.41-48 Communication dans un congrès hal-05366287v1
A Robust Autoencoder Ensemble-Based Approach for Anomaly Detection in Text Jeremie Pantin,Christophe Marsala International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, Sep 2025, Osaka, Japan. pp.1986-1995, ⟨10.1016/j.procs.2025.09.319⟩ Communication dans un congrès hal-05482115v1
Entropies probabilistes pour sous-ensembles flous définis par intervalles Christophe Marsala,Bernadette Bouchon-Meunier Rencontres Francophones sur la Logique Floue et ses Applications (LFA), Nov 2025, Clermont-Ferrand, France. pp.157-164 Communication dans un congrès hal-05366277v1
Towards evaluating set-valued predictions with partial observations Lucie Jacquin,Abdelhak Imoussaten,Sébastien Destercke,Christophe Marsala,Ken Fukuda IEEE International Conference on Fuzzy Systems (FUZZ 2025), Jul 2025, Reims, France. pp.1-4, ⟨10.1109/FUZZ62266.2025.11152051⟩ Communication dans un congrès hal-05261848v1
Évaluation de prédictions prudentes dans le cas d'observations partielles Lucie Kunitomo Jacquin,Abdelhak Imoussaten,Sébastien Destercke,Christophe Marsala,Kensuke Fukuda 34èmes Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2025), Nov 2025, Clermont-Ferrand, France Communication dans un congrès hal-05368420v1
Assessing the Interpretability of Fuzzy Rule Bases Thomas Pontoizeau,Romain Caillière,Marie-Jeanne Lesot,Christophe Marsala,Nicolas Museuxet al. 2025 IEEE International Conference on Fuzzy Systems (FUZZ), Jul 2025, Reims, France. pp.1-6, ⟨10.1109/FUZZ62266.2025.11152209⟩ Communication dans un congrès hal-05325150v1
Une approche maximin pour éliciter une intégrale de Gödel appliquée à deux critères Agnès Rico,Marie-Jeanne Lesot,Christophe Marsala Rencontres Francophones sur la Logique Floue et ses Applications, LFA 2024, Nov 2024, Brest, France. pp.243-250 Communication dans un congrès hal-05103264v1
User’s Preference Modelling with Gödel Integral Agnès Rico,Marie-Jeanne Lesot,Christophe Marsala Scalable Uncertainty Management; 16th International Conference, SUM 2024, Nov 2024, Palermo, Italy. pp.394-407, ⟨10.1007/978-3-031-76235-2_29⟩ Communication dans un congrès hal-05103257v1
Elicitations et relations de préférences par intégrales de Gödel Agnès Rico,Marie-Jeanne Lesot,Christophe Marsala Rencontres Francophones sur la Logique Floue et ses Applications, LFA 2024, Nov 2024, Brest, France. pp.83-90 Communication dans un congrès hal-05103262v1
A Maximin Approach to Elicit Gödel Integral in an XAI Context Agnès Rico,Marie-Jeanne Lesot,Christophe Marsala IEEE World Congress on Computational Intelligence (IEEE WCCI 2024 / Fuzz-IEEE 2024), Jun 2024, Yokohama, Japan Communication dans un congrès hal-04572334v1
Direct Load Recognition Application to Main Rotor Pitch-Link Load on the H175 Fleet: A New Wavelet Approach Caroline del Cistia Gallimard,Konstanca Nikolajevic,Frederic Beroul,Julien Denoulet,Bertrand Granadoet al. Vertical Flight Society, May 2024, Montréal (Québec), Canada Communication dans un congrès hal-04585149v1
Entropic Regularization Schemes for Learning Fuzzy Similarity Measures Based on the d-Choquet Integral Christophe Marsala,Davide Petturiti,Barbara Vantaggi Scalable Uncertainty Management; 16th International Conference, SUM 2024, Nov 2024, Palermo, Italy. pp.297-311, ⟨10.1007/978-3-031-76235-2_22⟩ Communication dans un congrès hal-05103249v1
Interpreting Fuzzy Decision Trees with Probability-Possibility Mixtures Didier Dubois,Romain Guillaume,Christophe Marsala,Agnès Rico 20th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2024), Instituto Superior Técnico, University of Lisbon, Jul 2024, Lisbon, Portugal Communication dans un congrès hal-04670046v1
Détection d’anomalies textuelles par ensemble d’autoencodeurs robustes Jérémie Pantin,Christophe Marsala 24ème conférence francophone sur l'Extraction et la Gestion des Connaissances EGC 2024, Jan 2024, Dijon, France. pp.319-326 Communication dans un congrès hal-04474752v1
Knowledge Integration in XAI with Gödel Integrals Adulam Jeyasothy,Agnès Rico,Marie-Jeanne Lesot,Christophe Marsala,Thibault Laugel International Conference on Fuzzy Systems, Aug 2023, Incheon, South Korea Communication dans un congrès hal-04174815v1
Sélection d'attributs pour arbres de décision flous monotones Christophe Marsala,Davide Petturiti LFA 2023 - Rencontres francophones sur la Logique Floue et ses Applications, Sabine Fritella; Laurent Bobelin; Cyril de Runz, Nov 2023, Bourges, France. pp.117-124 Communication dans un congrès hal-04280760v1
Norms and Discrete Choquet Integrals Induced by Submodular Fuzzy Measures: a Discussion Agnès Rico,Marie-Jeanne Lesot,Christophe Marsala EUSFLAT: 13th Conference of the European Society for Fuzzy Logic and Technology, Sep 2023, Palma de Mallorca, Spain Communication dans un congrès hal-04173284v1
Achieving Diversity in Counterfactual Explanations: a Review and Discussion Thibault Laugel,Adulam Jeyasothy,Marie-Jeanne Lesot,Christophe Marsala,Marcin Detyniecki ACM FAccT Conference 2023, Jun 2023, Chicago, Il, United States. ⟨10.1145/3593013.3594122⟩ Communication dans un congrès hal-04104661v1
Intégration de connaissances en XAI avec les intégrales de Gödel Adulam Jeyasothy,Agnès Rico,Marie-Jeanne Lesot,Christophe Marsala,Thibault Laugel Rencontres Francophones sur la Logique Floue et ses Applications (LFA), Nov 2023, Bourges, France Communication dans un congrès hal-04336955v1
Splitting Rules for Monotone Fuzzy Decision Trees Christophe Marsala,Davide Petturiti EUSFLAT 2023: 13th Conference of the European Society for Fuzzy Logic and Technology, Sep 2023, Palma de Mallorca, Spain. pp.161-173, ⟨10.1007/978-3-031-39965-7_14⟩ Communication dans un congrès hal-04173012v1
Adding Semantics to Fuzzy Similarity Measures through the d-Choquet Integral Christophe Marsala,Davide Petturiti,Barbara Vantaggi ECSQARU 2023, the 17th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Zied Bouraoui; Said Jabbour; Srdjan Vesic, Sep 2023, Arras, France Communication dans un congrès hal-04257111v1
Direct Load Recognition to Estimate the Damper Load on the H175 Fleet Caroline del Cistia Gallimard,Konstanca Nikolajevic,Frederic Beroul,Julien Denoulet,Bertrand Granadoet al. European Rotorcraft Forum, Sep 2023, Bückeburg, Germany Communication dans un congrès hal-04201718v1
Interprétabilité des approches de raisonnement interpolatif flou Christophe Marsala,Bernadette Bouchon-Meunier Rencontres francophones sur la logique floue et ses applications, LFA 2022, Oct 2022, Toulouse, France Communication dans un congrès hal-04020330v1
Theoretical and Experimental Study of a Complexity Measure for Analogical Transfer Fadi Badra,Marie-Jeanne Lesot,Aman Barakat,Christophe Marsala International Conference on Case-based Reasoning (ICCBR), Sep 2022, Nancy, France. pp.175-189, ⟨10.1007/978-3-031-14923-8_12⟩ Communication dans un congrès hal-03800837v1
Intégration de connaissances dans les méthodes d'explications post-hoc Adulam Jeyasothy,Thibault Laugel,Marie-Jeanne Lesot,Christophe Marsala,Marcin Detyniecki Rencontres francophones sur la logique floue et ses applications, Oct 2022, Toulouse, France Communication dans un congrès hal-04008913v1
Analyse de Données Aberrantes pour le Texte: Taxonomie et Étude Expérimentale Jérémie Pantin,Christophe Marsala,Marie-Jeanne Lesot Extraction et Gestion des Connaissances - EGC'2022, Jan 2022, Blois, France. pp.15-26 Communication dans un congrès hal-03635811v1
Harmonic Decomposition to Estimate Periodic Signals using Machine Learning Algorithms: Application to Helicopter Loads Caroline del Cistia Gallimard,Frederic Beroul,Julien Denoulet,Konstanca Nikolajevic,Andrea Pinnaet al. IEEE World Congress on Computational Intelligence, Jul 2022, Padua, Italy Communication dans un congrès hal-03720477v1
Integrating Prior Knowledge in Post-hoc Explanations Adulam Jeyasothy,Thibault Laugel,Marie-Jeanne Lesot,Christophe Marsala,Marcin Detyniecki Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU'2022), Jul 2022, Milan, Italy. pp.707-719, ⟨10.1007/978-3-031-08974-9_56⟩ Communication dans un congrès hal-03728133v1
Attribute Ranking with Bipolar Information Christophe Marsala Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU'2022), Jul 2022, Milan, Italy Communication dans un congrès hal-03679648v1
Prediction of the extubation outcome through Electrical Impedance Tomography measurements Vincent Janiak,Vincent Jousselin,Gwendoline Tallec,Christophe Marsala,Umar Saleemet al. IEEE Biomedical Circuits and Systems (BIOCAS), Oct 2022, Tapei, Taiwan Communication dans un congrès hal-03821945v1
Explainable Fuzzy Interpolative Reasoning Christophe Marsala,Bernadette Bouchon-Meunier IEEE World Congress on Computational Intelligence, Jul 2022, Padova, Italy Communication dans un congrès hal-03679646v1
Interpretable monotonicities for entropies of intuitionistic fuzzy sets or interval-valued fuzzy sets Christophe Marsala,Bernadette Bouchon-Meunier 12th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT'21), Sep 2021, Bratislava, Slovakia. pp.48-54, ⟨10.2991/asum.k.210827.007⟩ Communication dans un congrès hal-03283810v1
Building Intuitionistic Fuzzy Sets in Machine Learning Christophe Marsala The 13th International Workshop on Fuzzy Logic and Applications, Dec 2021, Vietri sul Mare, Italy Communication dans un congrès hal-03504183v1
Polar Representation of Bipolar Information: A Case Study to Compare Intuitionistic Entropies Christophe Marsala,Bernadette Bouchon-Meunier 18th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU'2020), Jun 2020, Lisboa, Portugal. pp.107-116, ⟨10.1007/978-3-030-50146-4_9⟩ Communication dans un congrès hal-02870532v1
Interprétabilité des entropies d'ensembles flous intuitionnistes ou définis par intervalles Christophe Marsala,Bernadette Bouchon-Meunier 29ème rencontres francophones sur la logique floue et ses applications, Oct 2020, Sète, France. pp.141-147 Communication dans un congrès hal-02971226v1
Distress Recognition from Speech Analysis: A Pairwise Association Rules-Based Approach Daniel Isozo Machanje,Joseph Onderi Orero,Christophe Marsala IEEE Symposium Series on Computational Intelligence (SSCI) - Computational Intelligence for Engineering Solutions (CIES), Dec 2019, Xiamen, China. ⟨10.1109/SSCI44817.2019.9002972⟩ Communication dans un congrès hal-02407488v1
Unjustified Classification Regions and Counterfactual Explanations In Machine Learning Thibault Laugel,Marie-Jeanne Lesot,Christophe Marsala,Xavier Renard,Marcin Detyniecki Machine Learning and Knowledge Discovery in Databases. ECML PKDD 2019, Sep 2019, Würzburg, Germany. pp.37-54, ⟨10.1007/978-3-030-46147-8_3⟩ Communication dans un congrès hal-02275348v1
Data Driven Detection of Railway Point Machines Failures Iwo Doboszewski,Simon Fossier,Christophe Marsala IEEE Symposium Series on Computational Intelligence (SSCI) - Computational Intelligence in Vehicles and Transportation Systems (CIVTS), Dec 2019, Xiamen, China. pp.1233-1240 Communication dans un congrès hal-02407540v1
The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations Thibault Laugel,Marie-Jeanne Lesot,Christophe Marsala,Xavier Renard,Marcin Detyniecki Twenty-Eighth International Joint Conference on Artificial Intelligence {IJCAI-19}, Aug 2019, Macao, Macau SAR China. pp.2801-2807, ⟨10.24963/ijcai.2019/388⟩ Communication dans un congrès hal-02275308v1
Issues with post-hoc counterfactual explanations: a discussion Thibault Laugel,Marie-Jeanne Lesot,Christophe Marsala,Marcin Detyniecki ICML Workshop on Human in the Loop Learning (HILL 2019), Jun 2019, Long Beach, United States Communication dans un congrès hal-02275332v1
Entropies et ensembles flous intuitionnistes Christophe Marsala,Bernadette Bouchon-Meunier Rencontres Francophones sur la Logique Floue et ses Applications (LFA'2019), Nov 2019, Alès, France. pp.143-148 Communication dans un congrès hal-02407655v1
FPGA-based Real Time Embedded Hough Transform Architecture for circles detection Orlando Chuquimia,Andrea Pinna,Christophe Marsala,Xavier Dray,Bertrand Granado DASIP 2018 - Conference on Design and Architectures for Signal and Image Processing, Oct 2018, Porto, Portugal Communication dans un congrès hal-01943893v1
Entropy and Monotonicity Bernadette Bouchon-Meunier,Christophe Marsala Information Processing and Management of Uncertainty in Knowledge-Based Systems - IPMU'18, Jun 2018, Cadix, Spain Communication dans un congrès hal-01784820v1
OSACA: Découverte d'attributs symboliques ordinaux Christophe Marsala,Anne Laurent,Marie-Jeanne Lesot,Maria Rifqi,Arnaud Castelltort LFA: Logique Floue et ses Application, Nov 2018, Arras, France. pp.43-50 Communication dans un congrès hal-01917965v1
Towards Better Understanding of Player's Game Experience Wenlu Yang,Maria Rifqi,Christophe Marsala,Andrea Pinna ACM International Conference on Multimedia Retrieval, Jun 2018, Yokohama, Japan. pp.442-449, ⟨10.1145/3206025.3206072⟩ Communication dans un congrès hal-01784787v1
Physiological-Based Emotion Detection and Recognition in a Video Game Context Wenlu Yang,Maria Rifqi,Christophe Marsala,Andrea Pinna IEEE International Joint Conference on Neural Networks (IJCNN), Jul 2018, Rio, Brazil. pp.194-201 Communication dans un congrès hal-01784795v1
A 2D-Approach Towards the Detection of Distress Using Fuzzy K-Nearest Neighbor Daniel Isozo Machanje,Joseph Orero,Christophe Marsala Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations. IPMU 2018, Jun 2018, Cadix, Spain. pp.762-773, ⟨10.1007/978-3-319-91473-2_64⟩ Communication dans un congrès hal-01910366v1
Mining 3D-Structures: Subparts Extraction and Transfer Learning François Meunier,Christophe Marsala,Laurent Castanié IEEE International Conference on Systems, Man, and Cybernetics (SMC'2018), Oct 2018, Miyazaki, Japan Communication dans un congrès hal-01855420v1
Detecting Potential Local Adversarial Examples for Human-Interpretable Defense Xavier Renard,Thibault Laugel,Marie-Jeanne Lesot,Christophe Marsala,Marcin Detyniecki Workshop on Recent Advances in Adversarial Learning (Nemesis) of the European Conference on Machine Learning and Principles of Practice of Knowledge Discovery in Databases (ECML-PKDD), Sep 2018, Dublin, Ireland Communication dans un congrès hal-01905948v1
Régularisation laplacienne pour le subspace clustering Arthur Guillon,Marie-Jeanne Lesot,Christophe Marsala Rencontres Francophones sur la Logique Floue et ses Applications (LFA), Nov 2018, Arras, France. pp.69-76 Communication dans un congrès hal-01917976v1
Defining Locality for Surrogates in Post-hoc Interpretablity Thibault Laugel,Xavier Renard,Marie-Jeanne Lesot,Christophe Marsala,Marcin Detyniecki Workshop on Human Interpretability for Machine Learning (WHI) - International Conference on Machine Learning (ICML), Jul 2018, Stockholm, Sweden Communication dans un congrès hal-01905924v1
Extraction de connaissances sur les défaillances de compteurs d'essieux Iwo Doboszewski,Simon Fossier,Christophe Marsala 18eme Conférence internationale sur l'extraction et la gestion des connaissances (EGC), Jan 2018, Paris, France. pp.311-316 Communication dans un congrès hal-01914453v1
Comparison-based Inverse Classification for Interpretability in Machine Learning Thibault Laugel,Marie-Jeanne Lesot,Christophe Marsala,Xavier Renard,Marcin Detyniecki 17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2018), Jun 2018, Cadix, Spain. pp.100-111, ⟨10.1007/978-3-319-91473-2_9⟩ Communication dans un congrès hal-01905982v1
Discovering Ordinal Attributes Through Gradual Patterns, Morphological Filters and Rank Discrimination Measures Christophe Marsala,Anne Laurent,Marie-Jeanne Lesot,Maria Rifqi,Arnaud Castelltort SUM: Scalable Uncertainty Management, Oct 2018, Milan, Italy. pp.152-163, ⟨10.1007/978-3-030-00461-3_11⟩ Communication dans un congrès lirmm-01893238v1
Fuzzy Decision Tree and Fuzzy Gradual Decision Tree: Application to Job Satisfaction Christophe Marsala,Maria Rifqi 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Jul 2017, Napoli, Italy. pp.1-6, ⟨10.1109/FUZZ-IEEE.2017.8015740⟩ Communication dans un congrès hal-01555255v1
A Distributed Recommender System Based on Graded Multi-label Classification Khalil Laghmari,Christophe Marsala,Mohammed Ramdani International Conference on Networked Systems, May 2017, Marrakech, Morocco. pp.101-108, ⟨10.1007/978-3-319-59647-1_8⟩ Communication dans un congrès cirad-01577277v1
Sélection d'attributs pour la classification d'objets 3D François Meunier,Christophe Marsala,Cyril de Runz,Laurent Castanié 26èmes Rencontres Francophones sur la Logique Floue et ses Applications (LFA'2017), Oct 2017, Amiens, France. pp.83-90 Communication dans un congrès hal-01627024v1
3DRESC-TF : Apprentissage par transfert pour la réutilisation de connaissances en classification d'objets 3D François Meunier,Christophe Marsala,Laurent Castanié Conférence Nationale sur les Applications Pratiques de l’Intelligence Artificielle, Jul 2017, Caen, France Communication dans un congrès hal-01561517v1
Laplacian Regularization For Fuzzy Subspace Clustering Arthur Guillon,Marie-Jeanne Lesot,Christophe Marsala IEEE International Conference on Fuzzy Systems (FuzzIEEE'17), Jul 2017, Napoli, Italy Communication dans un congrès hal-01555271v1
Classification multi-labels graduée: Apprendre les relations entre les labels ou limiter la propagation d'erreur ? Khalil Laghmari,Christophe Marsala,Mohammed Ramdani Extraction et Gestion de Connaissances, Jan 2017, Grenoble, France Communication dans un congrès hal-01475683v1
Droplet Ensemble Learning on Drifting Data Streams Pierre-Xavier Loeffel,Albert Bifet,Christophe Marsala,Marcin Detyniecki Intelligent Data Analysis, Oct 2017, London, United Kingdom. pp.210-222 Communication dans un congrès hal-01564121v1
Classification d'objets 3D par extraction de sous-parties discriminantes pour l'étude du sous-sol en prospection pétrolière François Meunier,Christophe Marsala,Laurent Castanie,Bruno Conche Extraction et Gestion des Connaissances, Jan 2017, Grenoble, France. pp.225-236 Communication dans un congrès hal-01464426v1
Optimisation proximale pour le subspace clustering flou Arthur Guillon,Marie-Jeanne Lesot,Christophe Marsala 25e Rencontres francophones sur la Logique Floue et ses Applications, Nov 2016, La Rochelle, France Communication dans un congrès hal-01364699v1
Personalized Search in Smart Indoor Environments: Combining a Formal Location Model, User Preferences and Semantic Similarity Wenyi Xu,Christophe Marsala IEEE World Congress on Computational Intelligence (WCCI'2016), Jul 2016, Vancouver, Canada. pp.1768-1775 Communication dans un congrès hal-01303037v1
Graded multi-label classification: compromise between handling label relations and limiting error propagation Khalil Laghmari,Christophe Marsala,Mohammed Ramdani SITA 2016 - 11th International Conference on Intelligent Systems: Theories and Applications, Oct 2016, Mohammadia, Morocco. pp.1-6, ⟨10.1109/SITA.2016.7772258⟩ Communication dans un congrès hal-01413694v1
Memory management for data streams subject to concept drift Pierre-Xavier Loeffel,Christophe Marsala,Marcin Detyniecki European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2016, Bruges, Belgium Communication dans un congrès hal-01340498v1
Heat Kernel Signature pour la sélection et la classification d'objets - application aux géo-modèles 3D François Meunier,Christophe Marsala,Laurent Castanié La 5ème édition des journées « Big Data Mining and Visualization », Jun 2016, Metz, France Communication dans un congrès hal-01368249v1
Improving the Prediction Cost of Drift Handling Algorithms by Abstaining Pierre-Xavier Loeffel,Vincent Lemaire,Christophe Marsala,Marcin Detyniecki IEEE International Conference on Data Mining (ICDM 2016), Dec 2016, Barcelone, Spain Communication dans un congrès hal-01429068v1
Proximal Optimization for Fuzzy Subspace Clustering Arthur Guillon,Marie-Jeanne Lesot,Christophe Marsala,Nikhil R. Pal 16th International Conference on Information processing and Management of Uncertainty (IPMU 2016), Jun 2016, Eindhoven, Netherlands. pp.675-686, ⟨10.1007/978-3-319-40596-4_56⟩ Communication dans un congrès hal-01364652v1
Arbres de décision flous adaptatifs Wenlu Yang,Christophe Marsala,Andrea Pinna,Maria Rifqi,Patrick Garda 25e rencontres francophones sur la logique floue et ses applications (LFA), Nov 2016, La Rochelle, France Communication dans un congrès hal-01439389v1
Development of a recommendation system for decision support in geosciences François Meunier,Christophe Marsala,Laurent Castanie MATHIAS – TOTAL Symposium on Mathematics, Oct 2015, Paris, France Communication dans un congrès hal-01368231v1
A Distributed Graph Based Approach for Rough Classifications Considering Dominance Relations Between Overlapping Classes Khalil Laghmari,Mohammed Ramdani,Christophe Marsala 10th International Conference on Intelligent Systems: Theories and Applications (SITA 2015), Oct 2015, Rabat, Morocco. pp.1-6, ⟨10.1109/SITA.2015.7358388⟩ Communication dans un congrès hal-01303006v1
Classification with a reject option under Concept Drift: the Droplets Algorithm Pierre-Xavier Loeffel,Christophe Marsala,Marcin Detyniecki The IEEE International Conference on Data Science and Advanced Analytics (DSAA'2015), Oct 2015, Paris, France Communication dans un congrès hal-01213494v1
Apprentissage flou en environnement dynamique Christophe Marsala 22e rencontres francophone sur la logique floue et ses applications (LFA 2013), Oct 2013, Reims, France. pp.7 Communication dans un congrès hal-01216518v1
Matching Objects to User's Queries in Web of Things' Applications Wenyi Xu,Christophe Marsala,Christophe Benoit IEEE Symposium on Computational Intelligence for Communication Systems and Networks, CIComms 2013, Apr 2013, Singapore, Singapore. pp.31-38, ⟨10.1109/CICommS.2013.6582851⟩ Communication dans un congrès hal-01216006v1
Summarizing Fuzzy Decision Forest by subclass discovery Christophe Marsala,Maria Rifqi IEEE International Conference on Fuzzy Systems, FUZZIEEE’2013, Jul 2013, Hyderabad, India. pp.1-6, ⟨10.1109/FUZZ-IEEE.2013.6622579⟩ Communication dans un congrès hal-01198855v1
Hierarchical Model for Rank Discrimination Measures Christophe Marsala,Davide Petturiti 12th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2013, Jul 2013, Utrecht, Netherlands. pp.412-423, ⟨10.1007/978-3-642-39091-3_35⟩ Communication dans un congrès istex hal-01219707v1
Monotone Classification with Decision Trees Christophe Marsala,Davide Petturiti The 8th conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2013, Sep 2013, Milan, Italy. pp.810-817, ⟨10.2991/eusflat.2013.120⟩ Communication dans un congrès hal-01216515v1
Fuzzy Decision Trees for Dynamic Data Christophe Marsala IEEE Symposium on Evolving and Adaptive Intelligent Systems - EAIS'2013, Apr 2013, Singapore, Singapore. pp.17-24, ⟨10.1109/EAIS.2013.6604100⟩ Communication dans un congrès hal-01216007v1
Gradual Fuzzy Decision Trees to Help Medical Diagnosis Christophe Marsala The Fuzz-IEEE'2012 Conference, Jun 2012, Brisbane, Australia. pp.602-607, ⟨10.1109/FUZZ-IEEE.2012.6251147⟩ Communication dans un congrès hal-01273252v1
An Ellipsoidal K-Means for Document Clustering Fabon Dzogang,Christophe Marsala,Marie-Jeanne Lesot,Maria Rifqi IEEE 12th International Conference on Data Mining (ICDM 2012), Dec 2012, Bruxelles, Belgium. pp.221-230, ⟨10.1109/ICDM.2012.126⟩ Communication dans un congrès hal-01198898v1
Weather-Based Solar Energy Prediction Marcin Detyniecki,Christophe Marsala,Ashwati Krishnan,Mel Siegel The Fuzz-IEEE'2012 Conference, Jun 2012, Brisbane, Australia. pp.587-593, ⟨10.1109/FUZZ-IEEE.2012.6251145⟩ Communication dans un congrès hal-01273254v1
Incremental Tuning of Fuzzy Decision Trees Christophe Marsala The 6th International Conference on Soft Computing and Intelligent Systems (SCIS-ISIS), Nov 2012, Kobe, Japan. pp.2061-2064, ⟨10.1109/SCIS-ISIS.2012.6505342⟩ Communication dans un congrès hal-01282319v1
Hybrid Learning System for Adaptive Complex Event Processing Jean-René Coffi,Christophe Marsala,Nicolas Museux International Conference on Adaptive and Intelligent Systems (ICAIS'11), Sep 2011, Klagenfurt, Austria. pp.260-271, ⟨10.1007/978-3-642-23857-4_27⟩ Communication dans un congrès istex hal-01286122v1
Characterizing Forest of Fuzzy Decision Trees Errors Christophe Marsala,Maria Rifqi The 4th International Conference of the ERCIM WG on COMPUTING & STATISTICS (ERCIM'11), Dec 2011, London, United Kingdom Communication dans un congrès hal-01286230v1
Double-linear fuzzy interpolation method Marcin Detyniecki,Christophe Marsala,Maria Rifqi IEEE International Conference on Fuzzy Systems FUZZIEEE'2011, Jun 2011, Taipei, Taiwan. pp.455-462, ⟨10.1109/FUZZY.2011.6007693⟩ Communication dans un congrès hal-00687670v1
Interval Logic for Design and Maintenance of Complex Event Processing Systems Jean-René Coffi,Nicolas Museux,Christophe Marsala The 5th International Workshop on Event-Driven Business Process Management, Aug 2011, Clermond-Ferrand, France. pp.407-413, ⟨10.1007/978-3-642-28108-2_39⟩ Communication dans un congrès hal-01286160v1
Quality of Measures for Attribute Selection in Fuzzy Decision Trees Christophe Marsala,Bernadette Bouchon-Meunier The International Conference on Fuzzy Systems, Jul 2010, Barcelona, Spain. pp.1-8, ⟨10.1109/FUZZY.2010.5584283⟩ Communication dans un congrès hal-01292074v1
Optimization of a Fuzzy Decision Trees Forest with Artificial Ant Based Clustering Nicolas Labroche,Christophe Marsala The International Conference of Soft Computing and Pattern Recognition, SOCPAR, Dec 2010, Paris, France. pp.1-5, ⟨10.1109/SOCPAR.2010.5686103⟩ Communication dans un congrès hal-01292078v1
Validation de mesures de sélection d'attributs en apprentissage inductif Christophe Marsala,Bernadette Bouchon-Meunier conférence LFA 2010, Nov 2010, Lannion, France. pp.192-199 Communication dans un congrès hal-01292071v1
Real-time Billboard Trademark Detection and Recognition in Sports Video Jiang Bu,Song-Yang Lao,Liang Bai,Sabrina Tollari,Christophe Marsala International Conference on Information and Multimedia Technology (ICIMT 2010), Dec 2010, Hong-Kong, China. pp.137-142 Communication dans un congrès hal-01288639v1
A Fuzzy Decision Tree Based Approach to Characterize Medical Data Christophe Marsala The IEEE International Conference on Fuzzy Systems (Fuzz-IEEE'2009), Aug 2009, Jeju Island, South Korea. pp.1332-1337, ⟨10.1109/FUZZY.2009.5277106⟩ Communication dans un congrès hal-01294690v1
Goalmouth Detection in Field-Ball Game Video Using Fuzzy Decision Tree Jiang Bu,Song-Yang Lao,Liang Bai,Sabrina Tollari,Christophe Marsala Fifth International Conference on Image and Graphics (ICIG'09), Sep 2009, Xi'an, China. pp.917-921, ⟨10.1109/ICIG.2009.103⟩ Communication dans un congrès hal-01297941v1
Utilisation de concepts visuels et de la diversité visuelle pour améliorer la recherche d'images Sabrina Tollari,Marcin Detyniecki,Ali Fakeri-Tabrizi,Christophe Marsala,Massih-Reza Aminiet al. Conférence en Recherche d'Informations et Applications (CORIA'09), May 2009, Toulon, France. pp.83-98 Communication dans un congrès hal-01297935v1
An intelligent assistant to support students and to prevent them from dropout Tri Duc Tran,Bernadette Bouchon-Meunier,Christophe Marsala,Georges-Marie Putois The First International Conference on Computer Supported Education (CSEDU'09), Mar 2009, Lisboa, Portugal. pp.167-172 Communication dans un congrès hal-01297962v1
Exploiting Visual Concepts to Improve Text-Based Image Retrieval Sabrina Tollari,Marcin Detyniecki,Christophe Marsala,Ali Fakeri-Tabrizi,Massih-Reza Aminiet al. European Conference on Information Retrieval (ECIR), Apr 2009, Toulouse, France. pp.701 - 705, ⟨10.1007/978-3-642-00958-7_70⟩ Communication dans un congrès hal-00402448v1
Using Visual Concepts and Fast Visual Diversity to Improve Image Retrieval Sabrina Tollari,Marcin Detyniecki,Ali Fakeri-Tabrizi,Christophe Marsala,Massih-Reza Aminiet al. 9th Workshop of the Cross-Language Evaluation Forum (CLEF 2008), Sep 2008, Aarhus, Denmark. pp.577-584, ⟨10.1007/978-3-642-04447-2_71⟩ Communication dans un congrès istex hal-00424436v1
Modèles flous d'adaptation en raisonnement par cas Bernadette Bouchon-Meunier,Christophe Marsala,Maria Rifqi conférence LFA 2009, 2009, Annecy, France. pp.167-172 Communication dans un congrès hal-01298019v1
Fuzzy Analogical Model of Adaptation for Case-Based Reasoning Bernadette Bouchon-Meunier,Christophe Marsala,Maria Rifqi IFSA-EUSFLAT 2009, Jul 2009, Lisbon, Portugal. pp.1625-1630 Communication dans un congrès hal-01294688v1
Data Mining with Ensemble of Fuzzy Decision Trees Christophe Marsala The Symposium on Computational Intelligence and Data Mining (CIDM'09), Mar 2009, Nashville, United States. pp.348-354, ⟨10.1109/CIDM.2009.4938670⟩ Communication dans un congrès hal-01297938v1
A model to manage learner's motivation: a use-case for an academic schooling intelligent assistant Tri Duc Tran,Christophe Marsala,Bernadette Bouchon-Meunier,Georges-Marie Putois 4th European Conference on Technology Enhanced Learning (EC-TEL 09), Sep 2009, Nice, France. pp.633-638, ⟨10.1007/978-3-642-04636-0_60⟩ Communication dans un congrès istex hal-01297964v1
Computational intelligence at the service of peace Thomas Delavallade,Bernadette Bouchon-Meunier,Philippe Capet,Christophe Marsala The IEEE WCCI 2008 Workshop on Applications of Computational Intelligence to Benefit Society, Jun 2008, Hong Kong, Hong Kong SAR China. pp.51-58 Communication dans un congrès hal-01304997v1
Adaptive Acceleration and Shot Stacking for Video Rushes Summarization Marcin Detyniecki,Christophe Marsala The 2nd ACM TRECVid Video Summarization Workshop (TVS '08), Oct 2008, Vancouver, Canada. pp.109-113, ⟨10.1145/1463563.1463583⟩ Communication dans un congrès hal-01301643v1
High Scale Video Mining with Forests of Fuzzy Decision Trees Christophe Marsala,Marcin Detyniecki The 5th international conference on Soft computing as transdisciplinary science and technology (CSTST'08), Oct 2008, Cergy-Pontoise, France. pp.413-418, ⟨10.1145/1456223.1456308⟩ Communication dans un congrès hal-01301645v1
Fuzzy Inductive Learning: Principles and Applications in Data Mining Bernadette Bouchon-Meunier,Christophe Marsala International Conference on Intelligent System & Knowledge Engineering, Nov 2008, Xiamen, China. pp.1-4, ⟨10.1109/ISKE.2008.4730885⟩ Communication dans un congrès hal-01301633v1
UPMC-LIP6 at TrecVid'08: Balanced and Unbalanced Forests of Fuzzy Decision Trees for High-Level Feature Detection Christophe Marsala,Marcin Detyniecki TRECVID 2008 workshop participants notebook papers, Nov 2008, Gaithersburg, MD, United States Communication dans un congrès hal-01305038v1
Video rushes summarization by adaptive acceleration and stacking of shots Marcin Detyniecki,Christophe Marsala The 1st ACM Workshop on Video Summarization - TVS 2007 (part of ACM Multimedia'07), Sep 2007, Augsburg, Germany. pp.65-69, ⟨10.1145/1290031.1290043⟩ Communication dans un congrès hal-01336169v1
Forest of Fuzzy Decision Trees and their Application in Video Mining Marcin Detyniecki,Christophe Marsala 5th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT'07), Sep 2007, Ostrava, Czech Republic. pp.345-352 Communication dans un congrès hal-01335945v1
High-Level Feature Detection with Forests of Fuzzy Decision Trees combined with the RankBoost Christophe Marsala,Marcin Detyniecki,Nicolas Usunier,Massih-Reza Amini TRECVID 2007 workshop participants notebook papers, Nov 2007, Gaithersburg, MD, United States Communication dans un congrès hal-01336167v1
Crisis Risk Assessment and Early Warning Thomas Delavallade,Christophe Marsala,Philippe Capet,Claude Michel IPMU 2006, industrial track, Jul 2006, Paris, France. pp.33-36 Communication dans un congrès hal-01351984v1
University of Paris 6 at TRECVID 2006: Forest of Fuzzy Decision Trees for High-Level Feature Extraction Christophe Marsala,Marcin Detyniecki TREC Video Retrieval Evaluation, 2006, Gaithersburg, United States Communication dans un congrès hal-01352022v1
Extension of hierarchical model for fuzzy measures of discrimination Thanh Ha Dang,Christophe Marsala IPMU Conference, Jul 2006, Paris, France. pp.1284-1291 Communication dans un congrès hal-01351983v1
Ranking Attributes to Build Fuzzy Decision Trees: a Comparative Study of Measures Christophe Marsala,Bernadette Bouchon-Meunier IEEE International Conference on Fuzzy Systems, Jul 2006, Vancouver, Canada. pp.1777-1783, ⟨10.1109/FUZZY.2006.1681946⟩ Communication dans un congrès hal-01352474v1
A general theory of conditional decomposable information measures Bernadette Bouchon-Meunier,Giulianella Coletti,Christophe Marsala International Conference IPMU 2006, Jul 2006, Paris, France. pp.97-104 Communication dans un congrès hal-01351878v1
Discrimination-based criteria for the evaluation of classifiers Thanh Ha Dang,Christophe Marsala,Bernadette Bouchon-Meunier,Alain Boucher 7th International Conference on Flexible Query-Answering Systems, FQAS 2006, Jun 2006, Milan, Italy. pp.552-563, ⟨10.1007/11766254_47⟩ Communication dans un congrès istex hal-01337123v1
Fuzzy Decision Tree for User Modeling from Human-Computer Interactions Marc Damez,Thanh Ha Dang,Christophe Marsala,Bernadette Bouchon-Meunier 5th International Conference on Human System Learning (ICHSL'05), Nov 2005, Marrakech, Morocco. pp.287-302 Communication dans un congrès hal-01416588v1
Country Risk Ratings: A new Methodology to Assess Internal Conflicts risks Thomas Delavallade,Bernadette Bouchon-Meunier,Christophe Marsala,Philippe Capet 3rd European Conference on Risk Management, 2005, Antwerp, Belgium Communication dans un congrès hal-01489199v1
From fuzzy questionnaires to fuzzy decision trees: 30 years of research in fuzzy learning Bernadette Bouchon-Meunier,Christophe Marsala BISCSE 2005 workshop, Nov 2005, Berkeley, United States Communication dans un congrès hal-01489188v1
University of Paris 6 at TRECVID 2005: High-Level Feature Extraction Christophe Marsala,Marcin Detyniecki TRECVID 2005 workshop participants notebook papers, Nov 2005, Gaithersburg, MD, United States Communication dans un congrès hal-01490882v1
Comparison of techniques for the construction of decision trees Bernadette Bouchon-Meunier,Thanh Ha Dang,Christophe Marsala International Conference on Intelligent and Adaptive Systems and Software Engineering (IASSE'04), Jul 2004, Nice, France. pp.58-62 Communication dans un congrès hal-01520544v1
Selection of attributes for fuzzy decision trees Christophe Marsala,Bernadette Bouchon-Meunier Workshop on Soft Computing for Information Mining, in the 27th 27th German Conference on Artificial Intelligence, Sep 2004, Ulm, Germany Communication dans un congrès hal-01520579v1
Measures of information for inductive learning Thanh Ha Dang,Bernadette Bouchon-Meunier,Christophe Marsala 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jul 2004, Perugia, Italy. pp.1495-1502 Communication dans un congrès hal-01520549v1
Measures of Discrimination for the Construction of Fuzzy Decision Trees Bernadette Bouchon-Meunier,Christophe Marsala FIP'03 - International Conference on Fuzzy Information Processing, Mar 2003, Beijing, China. pp.709-714 Communication dans un congrès hal-01533297v1
Fuzzy Data Mining for Video Christophe Marsala,Marcin Detyniecki EUSFLAT'03 - 3rd Conference of the European Society for Fuzzy Logic and Technology, Sep 2003, Zittau, Germany. pp.73-78 Communication dans un congrès hal-01533251v1
Choice of a method for the construction of fuzzy decision trees Christophe Marsala,Bernadette Bouchon-Meunier FUZZ '03 - 12th IEEE International Conference on Fuzzy Systems, May 2003, St Louis, MO, United States. pp.584-589, ⟨10.1109/FUZZ.2003.1209429⟩ Communication dans un congrès hal-01533254v1
Fuzzy Multimedia Mining Applied to Video News Marcin Detyniecki,Christophe Marsala 9th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU'02), Jul 2002, Annecy, France. pp.1001-1008 Communication dans un congrès hal-01561421v1
Improving the interpretability of fuzzy models by means of linguistic modifiers Bernadette Bouchon-Meunier,Christophe Marsala FSTA 2002 - International Conference on Fuzzy Sets Theory and Its Applications, 2002, Liptovsky Mikulas, Slovakia Communication dans un congrès hal-01544215v1
Linguistic modifiers and measures of similarity or resemblance Bernadette Bouchon-Meunier,Christophe Marsala 9th IFSA World Congress, Jul 2001, Vancouver, Canada. pp.2195-2199, ⟨10.1109/NAFIPS.2001.944410⟩ Communication dans un congrès hal-01570839v1
Interpolative reasoning with multi-variable rules Christophe Marsala,Bernadette Bouchon-Meunier 9th IFSA World Congress, Jul 2001, Vancouver, Canada. pp.2476-2481, ⟨10.1109/NAFIPS.2001.944461⟩ Communication dans un congrès hal-01571834v1
A comparative view of interpolation methods between sparse fuzzy rules Bernadette Bouchon-Meunier,Didier Dubois,Christophe Marsala,Henri Prade,Laurent Ughetto 9th IFSA World Congress (IFSA 2001), Jul 2001, Vancouver, BC, Canada. pp.2499-2504, ⟨10.1109/NAFIPS.2001.943615⟩ Communication dans un congrès hal-01572085v1
Fuzzy Inductive Learning for Multimedia Mining Marcin Detyniecki,Christophe Marsala EUSFLAT'2001 - 2nd International Conference in Fuzzy Logic and Technology, Sep 2001, Leicester, United Kingdom. pp.390-393 Communication dans un congrès hal-01571850v1
Uncertainty management in the recognition of a new odor Bernadette Bouchon-Meunier,E. Di Crescenzo,Christophe Marsala,Nedra Mellouli,Maria Rifqi IPMU 2000 - 8th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jul 2000, Madrid, Spain. pp.1924-1927 Communication dans un congrès hal-01572576v1
Construction of fuzzy classes by fuzzy partitioning Christophe Marsala,Bernadette Bouchon-Meunier Flexible Query Answering Systems, Oct 2000, Warsaw, Poland. pp.497-506, ⟨10.1007/978-3-7908-1834-5_46⟩ Communication dans un congrès istex hal-01573393v1
Independence and possibilistic conditioning Bernadette Bouchon-Meunier,Giulianella Coletti,Christophe Marsala Workshop on Partial Knowledge and Uncertainty: independence, conditioning, inference, May 2000, Roma, Italy Communication dans un congrès hal-01573422v1
Possibilistic conditional events Bernadette Bouchon-Meunier,Giulianella Coletti,Christophe Marsala IPMU 2000 - 8th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jul 2000, Madrid, Spain. pp.1561-1566 Communication dans un congrès hal-01572579v1
Coopération entre un système d'extraction de connaissances floues et un système de gestion de bases de données multidimensionnelles Anne Laurent,Stéphane Gançarski,Christophe Marsala Rencontres Francophones sur la Logique Floue et ses Applications (LFA'2000), Oct 2000, La Rochelle, France. pp.325-332 Communication dans un congrès hal-01573395v1
Interpolative model for fuzzy arithmetic Arthur Ramer,Bernadette Bouchon-Meunier,Maria Do Carmo Nicoletti,Christophe Marsala,Maria Rifqi FUZZ IEEE 2000 - 9th IEEE International Conference on Fuzzy Systems, May 2000, San Antonio, United States. pp.633-635, ⟨10.1109/FUZZY.2000.839066⟩ Communication dans un congrès hal-01573356v1
Fuzzy Data Mining from Multidimensional Databases Anne Laurent,Bernadette Bouchon-Meunier,Anne Doucet,Stéphane Gançarski,Christophe Marsala International Symposium on Computational Intelligence, (ISCI'2000), Aug 2000, Kosice, Slovakia. pp.278-283 Communication dans un congrès hal-01573399v1
Interpolative reasoning based on graduality Bernadette Bouchon-Meunier,Maria Rifqi,Christophe Marsala Fuzz-IEEE 2000 - 9th IEEE International Conference on Fuzzy Systems, May 2000, San Antonio, United States. pp.483-487, ⟨10.1109/FUZZY.2000.838707⟩ Communication dans un congrès hal-01072143v1
Raisonnement interpolatif à partir de schéma analogique flou Bernadette Bouchon-Meunier,Jannick Delechamp,Christophe Marsala,Nedra Mellouli,Maria Rifqiet al. Journées Nationales sur les Modèles de Raisonnements, Mar 1999, Paris, France Communication dans un congrès hal-01574496v1
Analogy and Fuzzy Interpolation in the case of Sparse Rules Bernadette Bouchon-Meunier,Jannick Delechamp,Christophe Marsala,Nedra Mellouli,Maria Rifqiet al. Second International Conference on Soft and Intelligent Computing, 1999, Budapest, Hungary. pp.132-136 Communication dans un congrès hal-01573985v1
Analytical Structure of Hierarchical Discrimination Arthur Ramer,Bernadette Bouchon-Meunier,Christophe Marsala FUZZ-IEEE'99 Conference, Aug 1999, Seoul, South Korea. pp.1050-1053, ⟨10.1109/FUZZY.1999.793098⟩ Communication dans un congrès hal-01573970v1
An adaptable system to construct fuzzy decision trees Christophe Marsala,Bernadette Bouchon-Meunier 18th International Conference of the North American Fuzzy Information Processing Society, NAFIPS'99, Jun 1999, New York, United States. pp.223-227, ⟨10.1109/NAFIPS.1999.781687⟩ Communication dans un congrès hal-01570390v1
Fuzzy deductive reasoning and analogical scheme Bernadette Bouchon-Meunier,Jannick Delechamp,Christophe Marsala,Radko Mesiar,Maria Rifqi EUSFLAT-ESTYL Joint Conference, Sep 1999, Palma de Mallorca, Spain. pp.139-142 Communication dans un congrès hal-01574385v1
Hierarchical Model for Discrimination Measures Christophe Marsala,Bernadette Bouchon-Meunier,Arthur Ramer IFSA'99 - 8th International Fuzzy Systems Association World Congress, Aug 1999, Taipei, Taiwan. pp.339-343 Communication dans un congrès hal-01574483v1
Fuzzy Spatial OQL for Fuzzy Knowledge Discovery in Databases, Principles of Data Mining and Knowledge Discovery Nara Martini Bigolin,Christophe Marsala 2nd European Symposium PKDD'98, Sep 1998, Nantes, France. pp.246-254, ⟨10.1007/BFb0094826⟩ Communication dans un congrès hal-01622662v1
Construction Methods of Fuzzy Decision Trees Christophe Marsala,Bernadette Bouchon-Meunier JCIS'98, Oct 1998, Durham, North Carolina, United States. pp.17-20 Communication dans un congrès hal-01622669v1
Analogy as a basis of various forms of reasoning Bernadette Bouchon-Meunier,Jannick Delechamp,Christophe Marsala,Maria Rifqi 7th International Conference on Intelligent Systems, 1998, Fontainebleau, France Communication dans un congrès hal-01622879v1
Stability of fuzzy decision trees when classifying evolving observations Christophe Marsala Third International FLINS Worshop on Fuzzy Logic and Intelligent Technologies for Nuclear Science and Industry, 1998, Anvers, Belgium Communication dans un congrès hal-01617475v1
Spatial Data Mining with Fuzzy Decision Trees Christophe Marsala,Nara Martini Bigolin International Conference on Data Mining, 1998, Rio de Janeiro, Brazil. pp.235-248 Communication dans un congrès hal-01617473v1
Analogy and fuzzy deductive reasoning Bernadette Bouchon-Meunier,Christophe Marsala North American Fuzzy Information Processing Society, Aug 1998, Pensacola, FL, United States. pp.101-104, ⟨10.1109/NAFIPS.1998.715545⟩ Communication dans un congrès hal-01622882v1
Application of Fuzzy Rule Induction to Data Mining Christophe Marsala FQAS'98 - 3rd International Conference on Flexible Query Answering Systems, May 1998, Roskilde, Denmark. pp.260-271, ⟨10.1007/BFb0056007⟩ Communication dans un congrès istex hal-01622677v1
Construction d'arbres de décision flous : le système Salammbô Christophe Marsala LFA'98, 1998, Rennes, France. pp.171-176 Communication dans un congrès hal-01622670v1
Recognition of Odors: a Fuzzy Decision Tree Approach Christophe Marsala,Mohammed Ramdani,Mustapha Tollabi,Driss Zakarya Seventh International Conference IPMU, Jul 1998, Paris, France. pp.532-539 Communication dans un congrès hal-01622665v1
Forests of Fuzzy Decision Trees Christophe Marsala,Bernadette Bouchon-Meunier IFSA'97 - Seventh International Fuzzy Systems Association World Congress, Jun 1997, Prague, Czech Republic Communication dans un congrès hal-02182889v1
Several Forms of Fuzzy Analogical Reasoning Bernadette Bouchon-Meunier,Jannick Delechamp,Christophe Marsala,Maria Rifqi 6th IEEE International Conference on Fuzzy Systems, Fuzz'IEEE'97, Jul 1997, Barcelona, Spain. pp.45--50, ⟨10.1109/FUZZY.1997.616342⟩ Communication dans un congrès hal-01072157v1
Inductive views of generalization Christophe Marsala,Maria Rifqi EUFIT'97 - 5th European Congress on Intelligent Techniques and Soft Computing, Sep 1997, Aachen, Germany. pp.939-941 Communication dans un congrès hal-01624705v1
Comment classer des objets imparfaitement décrits ? Bernadette Bouchon-Meunier,C. Marsala,Maria Rifqi XXV$^\mbox ème$ colloque international de l'ARAE (Association Rhodanienne pour l'Avancement de l'Econométrie) sur les Structures économiques, l'économétrie et l'informatique, ARAE, May 1996, Lyon, France Communication dans un congrès hal-01072063v1
Apprentissage en Environnememt Imparfait S. Bothorel,Bernadette Bouchon-Meunier,C. Marsala,Maria Rifqi AFCET, AFCET, Oct 1995, Toulouse, France Communication dans un congrès hal-01071828v1

Ouvrages (4)

Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications Marie-Jeanne Lesot,Christophe Marsala 394, 2021, Studies in Fuzziness and Soft Computing, ⟨10.1007/978-3-030-54341-9⟩ Ouvrages hal-02999321v1
Uncertainty and intelligent information systems Bernadette Bouchon-Meunier,Christophe Marsala,Maria Rifqi,Ronald R. Yager World Scientific, 2008, 978-981-279-234-1 Ouvrages hal-01301639v1
Traitement de données complexes et commande en logique floue Bernadette Bouchon-Meunier,Christophe Marsala Hermès-Lavoisier, 2003, Traité IC2, série Informatique et Systèmes d'Information Ouvrages hal-01533301v1
Logique floue : principes, aide à la décision Bernadette Bouchon-Meunier,Christophe Marsala Hermès-Lavoisier, 2003, Traité IC2, série Informatique et Systèmes d'Information Ouvrages hal-01533303v1

Chapitre d'ouvrage (17)

Classification of 3D objects by random extraction of discriminant sub-parts for the study of the sub-soil in oil prospecting François Meunier,Christophe Marsala,Laurent Castanie Advances in Knowledge Discovery and Management, In press Chapitre d'ouvrage hal-01694012v1
Entropy measures and views of information Bernadette Bouchon-Meunier,Christophe Marsala J. Kacprzyk, D. Filev, G. Beliakov. Granular, Soft and Fuzzy Approaches for Intelligent Systems, 344, Springer, 2016, Studies in Fuzziness and Soft Computing, 978-3-319-40314-4. ⟨10.1007/978-3-319-40314-4⟩ Chapitre d'ouvrage hal-01366568v1
Fuzzy modifiers at the core of interpretable fuzzy systems Bernadette Bouchon-Meunier,Christophe Marsala Fifty Years of Fuzzy Logic and its Applications, 326, Springer, pp.51-63, 2015, Studies in Fuzziness and Soft Computing, ⟨10.1007/978-3-319-19683-1_4⟩ Chapitre d'ouvrage hal-01221751v1
High Scale Fuzzy Video Mining Christophe Marsala,Marcin Detyniecki Scalable Fuzzy Algorithms for Data Management and Analysis: Methods and Design, IGI Global, pp.365-378, 2010, 9781605668581. ⟨10.4018/978-1-60566-858-1.ch015⟩ Chapitre d'ouvrage hal-01291862v1
Towards a General Theory of Conditional Decomposable Information Measures Bernadette Bouchon-Meunier,Giulianella Coletti,Christophe Marsala Uncertainty and intelligent information systems, World Scientific, pp.47-59, 2008 Chapitre d'ouvrage hal-01304987v1
Real world fuzzy logic applications in data mining and information retrieval Bernadette Bouchon-Meunier,Marcin Detyniecki,Marie-Jeanne Lesot,Christophe Marsala,Maria Rifqi Fuzzy Logic - A Spectrum of Theoretical and Practical Issues, 215, Springer, pp.219-247, 2007, Studies in Fuzziness and Soft Computing, 978-3540712572. ⟨10.1007/978-3-540-71258-9_11⟩ Chapitre d'ouvrage istex hal-01336441v1
Conclusion Bernadette Bouchon-Meunier,Christophe Marsala Logique floue : principes, aide à la décision, pp.245-247, 2003 Chapitre d'ouvrage hal-01529715v1
Apprentissage et extraction de connaissances Christophe Marsala,Bernadette Bouchon-Meunier Traitement de données complexes et commande en logique floue, Hermès-Lavoisier, pp.153-198, 2003, Traité IC2, série Informatique et Systèmes d'Information Chapitre d'ouvrage hal-01533256v1
Méthodes de raisonnement Bernadette Bouchon-Meunier,Christophe Marsala Logique floue : principes, aide à la décision, Hermès-Lavoisier, pp.121-147, 2003, Traité IC2, série Informatique et Systèmes d'Information Chapitre d'ouvrage hal-01533305v1
Improvement of the Interpretability of Fuzzy Rule Based Systems: Quantifiers, Similarities and Aggregators Anne Laurent,Christophe Marsala,Bernadette Bouchon-Meunier Modelling with Words, 2873, Springer, pp.102-123, 2003, Lecture Notes in Artificial Intelligence, ⟨10.1007/978-3-540-39906-3_6⟩ Chapitre d'ouvrage istex hal-01533257v1
Conditional possibility and necessity Bernadette Bouchon-Meunier,Giulianella Coletti,Christophe Marsala Technologies for constructing intelligent systems 2, 90, Physica Verlag, pp.59-71, 2002, Studies in Fuzziness and Soft Computing, ⟨10.1007/978-3-7908-1796-6_5⟩ Chapitre d'ouvrage istex hal-01561440v1
Fuzzy partitioning methods. Christophe Marsala Granular Computing: an Emerging Paradigm, 70, Springer-Verlag, pp.163-186, 2001, Studies in Fuzziness and Soft Computing, ⟨10.1007/978-3-7908-1823-9_8⟩ Chapitre d'ouvrage istex hal-01571833v1
Analogy as a Basis of Various Forms of Approximate Reasoning Bernadette Bouchon-Meunier,Jannick Delechamp,Christophe Marsala,Maria Rifqi B. Bouchon-Meunier and R.R. Yager and L.A. Zadeh. Uncertainty in Intelligent and Information Systems, 20, World scientific publishing, pp.70--79, 2000, Advances in Fuzzy Systems - Applications and Theory, ⟨10.1142/9789812792563_0006⟩ Chapitre d'ouvrage hal-01072066v1
Fuzzy Decision Trees to Extract Features of Odorous Molecules Christophe Marsala,Mohammed Ramdani,Driss Zakarya,Mustapha Tollabi Uncertainty in Intelligent and Information Systems, World Scientific, pp.235-249, 2000, ⟨10.1142/9789812792563_0019⟩ Chapitre d'ouvrage hal-01573392v1
Learning Fuzzy Decision Rules Bernadette Bouchon-Meunier,Christophe Marsala Fuzzy sets in approximate reasoning and information systems, 5, Springer, pp.279-304, 1999, The Handbooks of Fuzzy Sets Series, ⟨10.1007/978-1-4615-5243-7_5⟩ Chapitre d'ouvrage istex hal-01574498v1
Learning from Imperfect Data Bernadette Bouchon-Meunier,Christophe Marsala,Mohammed Ramdani Fuzzy set methods in information engineering : a guided tour of applications, John Wiley and Sons, 1997 Chapitre d'ouvrage hal-01649111v1
Fuzzy Decision Trees and Databases Bernadette Bouchon-Meunier,Christophe Marsala Flexible Query-Answering Systems, Kluwer, pp.277-288, 1997, ⟨10.1007/978-1-4615-6075-3_14⟩ Chapitre d'ouvrage hal-01649106v1