Christophe Marsala

185
Documents

Publications

Publications

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-04013819 v1

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-03210198 v1
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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-02870542 v1
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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-01910359 v1

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-01577274 v1
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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-01198847 v1

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-01185359 v1

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-01172706 v1

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-01172708 v1

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-01172509 v1

Exploitation du contenu visuel pour améliorer la recherche textuelle d'images en ligne

Sabrina Tollari , Marcin Detyniecki , Ali Fakeri-Tabrizi , Christophe Marsala , Massih-Reza Amini et 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-01172416 v1

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-01170734 v1

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-01172264 v1

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-01184931 v1

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-01184255 v1

Fuzzy decision trees to help flexible querying.

Christophe Marsala
Kybernetika, 2000, 36 (6), pp.689-705
Article dans une revue hal-01184457 v1
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Twelve numerical, symbolic and hybrid supervised classification methods

Olivier Gascuel , Bernadette Bouchon-Meunier , Gilles Caraux , Patrick Gallinari , Alain Guénoche et al.
International Journal of Pattern Recognition and Artificial Intelligence, 1998, 12 (5), pp.517-572. ⟨10.1142/S0218001498000336⟩
Article dans une revue hal-01184805 v1

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-04572334 v1

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 Granado et al.
Vertical Flight Society, May 2024, Montréal (Québec), Canada
Communication dans un congrès hal-04585149 v1
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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-04670046 v1

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-04474752 v1

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-04280760 v1
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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-04174815 v1

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-04173284 v1
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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-04104661 v1
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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-04173012 v1
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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-04257111 v1

Direct Load Recognition to Estimate the Damper Load on the H175 Fleet

Caroline del Cistia Gallimard , Konstanca Nikolajevic , Frederic Beroul , Julien Denoulet , Bertrand Granado et al.
European Rotorcraft Forum, Sep 2023, Bückeburg, Germany
Communication dans un congrès hal-04201718 v1

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-04020330 v1

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-03800837 v1
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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-04008913 v1

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-03635811 v1

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 Pinna et al.
IEEE World Congress on Computational Intelligence, Jul 2022, Padua, Italy
Communication dans un congrès hal-03720477 v1
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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-03728133 v1

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-03679648 v1

Explainable Fuzzy Interpolative Reasoning

Christophe Marsala , Bernadette Bouchon-Meunier
IEEE World Congress on Computational Intelligence, Jul 2022, Padova, Italy
Communication dans un congrès hal-03679646 v1
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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-03283810 v1

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-03504183 v1

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-02870532 v1
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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-02971226 v1
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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-02407488 v1
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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-02407540 v1

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-02275348 v1
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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-02275308 v1

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-02275332 v1
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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-02407655 v1
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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-01943893 v1

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-01784820 v1
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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-01917965 v1

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-01784787 v1

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-01855420 v1

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-01910366 v1
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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-01784795 v1

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-01905948 v1

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-01905924 v1

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-01917976 v1
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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-01893238 v1
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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-01905982 v1

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-01914453 v1

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-01555255 v1

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-01577277 v1
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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-01627024 v1
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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-01561517 v1

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-01555271 v1
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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-01475683 v1
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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-01464426 v1
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Droplet Ensemble Learning on Drifting Data Streams

Pierre-Xavier Loeffel , Albert Bifet , Christophe Marsala , Marcin Detyniecki
Intelligent Data Analysis, Oct 2017, Londres, United Kingdom. pp.210-222
Communication dans un congrès hal-01564121 v1
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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-01413694 v1
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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-01364699 v1

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-01303037 v1
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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-01340498 v1
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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-01368249 v1
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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-01429068 v1
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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-01439389 v1
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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-01364652 v1

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-01368231 v1
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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-01303006 v1

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-01213494 v1

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-01216518 v1

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-01216006 v1
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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-01198855 v1

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-01216515 v1

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-01219707 v1

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-01216007 v1

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-01273252 v1
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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-01198898 v1

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-01273254 v1

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-01282319 v1

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-01286122 v1

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-01286230 v1
Image document

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-00687670 v1

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-01286160 v1

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-01292074 v1

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-01292071 v1

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-01292078 v1

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-01288639 v1

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-01294690 v1

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-01297962 v1

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-01297941 v1

Exploiting Visual Concepts to Improve Text-Based Image Retrieval

Sabrina Tollari , Marcin Detyniecki , Christophe Marsala , Ali Fakeri-Tabrizi , Massih-Reza Amini et 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 istex hal-00402448 v1

Using Visual Concepts and Fast Visual Diversity to Improve Image Retrieval

Sabrina Tollari , Marcin Detyniecki , Ali Fakeri-Tabrizi , Christophe Marsala , Massih-Reza Amini et 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-00424436 v1

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 Amini et al.
Conférence en Recherche d'Informations et Applications (CORIA'09), May 2009, Toulon, France. pp.83-98
Communication dans un congrès hal-01297935 v1

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-01298019 v1

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-01294688 v1

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-01297964 v1

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-01297938 v1

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-01304997 v1

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-01301633 v1

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-01301643 v1

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-01301645 v1

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-01305038 v1

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-01336169 v1

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-01335945 v1

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-01336167 v1

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-01351984 v1

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-01352022 v1

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-01351983 v1

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-01351878 v1

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-01352474 v1

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-01337123 v1

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-01416588 v1

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-01489199 v1

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-01490882 v1

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-01489188 v1

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-01520549 v1

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-01520544 v1

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-01520579 v1

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-01533297 v1

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-01533251 v1

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-01533254 v1

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-01561421 v1

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-01544215 v1

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-01570839 v1

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-01571834 v1

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-01572085 v1

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-01571850 v1

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-01573393 v1

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-01572576 v1

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-01573422 v1

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-01572579 v1

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-01573395 v1

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-01573356 v1

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-01573399 v1

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-01072143 v1

Raisonnement interpolatif à partir de schéma analogique flou

Bernadette Bouchon-Meunier , Jannick Delechamp , Christophe Marsala , Nedra Mellouli , Maria Rifqi et al.
Journées Nationales sur les Modèles de Raisonnements, Mar 1999, Paris, France
Communication dans un congrès hal-01574496 v1

Analogy and Fuzzy Interpolation in the case of Sparse Rules

Bernadette Bouchon-Meunier , Jannick Delechamp , Christophe Marsala , Nedra Mellouli , Maria Rifqi et al.
Second International Conference on Soft and Intelligent Computing, 1999, Budapest, Hungary. pp.132-136
Communication dans un congrès hal-01573985 v1

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-01574385 v1

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-01573970 v1
Image document

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-01570390 v1

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-01574483 v1

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-01622662 v1

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-01622669 v1

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-01622879 v1

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-01617473 v1

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-01617475 v1

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-01622882 v1

Construction d'arbres de décision flous : le système Salammbô

Christophe Marsala
LFA'98, 1998, Rennes, France. pp.171-176
Communication dans un congrès hal-01622670 v1

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-01622677 v1

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-01622665 v1
Image document

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-02182889 v1
Image document

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-01072157 v1

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-01624705 v1

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-01072063 v1

Apprentissage en Environnememt Imparfait

S. Bothorel , Bernadette Bouchon-Meunier , C. Marsala , Maria Rifqi
AFCET, AFCET, Oct 1995, Toulouse, France
Communication dans un congrès hal-01071828 v1
Image document

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-01694012 v1

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-01366568 v1

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-01221751 v1

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-01291862 v1

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-01304987 v1

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-01336441 v1

Conclusion

Bernadette Bouchon-Meunier , Christophe Marsala
Logique floue : principes, aide à la décision, pp.245-247, 2003
Chapitre d'ouvrage hal-01529715 v1

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-01533256 v1

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-01533305 v1

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-01533257 v1

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-01561440 v1

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-01571833 v1

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-01072066 v1

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-01573392 v1

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-01574498 v1

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-01649111 v1

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-01649106 v1