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Christophe Marsala

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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
Journal articles 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
Journal articles hal-03210198v1
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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⟩
Journal articles hal-02870542v1
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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⟩
Journal articles 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⟩
Journal articles cirad-01577274v1

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⟩
Journal articles hal-01185359v1
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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⟩
Journal articles hal-01198847v1

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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles 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 Amini
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⟩
Journal articles hal-01172416v1

Automatic Video Annotation with Forests of Fuzzy Decision Trees

Marcin Detyniecki , Christophe Marsala
Mathware & soft computing, 2008, 15 (1), pp.61-74
Journal articles 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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles hal-01184255v1

Fuzzy decision trees to help flexible querying.

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

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

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
Conference papers hal-04474752v1

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
Conference papers hal-04572334v1

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

Caroline del Cistia Gallimard , Konstanca Nikolajevic , Frederic Beroul , Julien Denoulet , Bertrand Granado
European Rotorcraft Forum, Sep 2023, Bückeburg, Germany
Conference papers hal-04201718v1

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
Conference papers hal-04173284v1

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⟩
Conference papers 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
Conference papers hal-04257111v1
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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⟩
Conference papers hal-04104661v1

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
Conference papers hal-04280760v1
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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
Conference papers hal-04174815v1

Attribute Ranking with Bipolar Information

Christophe Marsala
Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU'2022), Jul 2022, Milan, Italy
Conference papers hal-03679648v1
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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⟩
Conference papers hal-03728133v1

Explainable Fuzzy Interpolative Reasoning

Christophe Marsala , Bernadette Bouchon-Meunier
IEEE World Congress on Computational Intelligence, Jul 2022, Padova, Italy
Conference papers hal-03679646v1
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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
Conference papers 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
Conference papers hal-03635811v1

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⟩
Conference papers hal-03800837v1

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
Conference papers hal-04020330v1

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
IEEE World Congress on Computational Intelligence, Jul 2022, Padua, Italy
Conference papers hal-03720477v1
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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⟩
Conference papers 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
Conference papers hal-03504183v1
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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
Conference papers hal-02971226v1

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⟩
Conference papers hal-02870532v1

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
Conference papers hal-02275332v1
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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⟩
Conference papers hal-02275308v1
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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
Conference papers hal-02407540v1

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⟩
Conference papers hal-02275348v1
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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⟩
Conference papers hal-02407488v1
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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
Conference papers hal-02407655v1

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
Conference papers hal-01855420v1
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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
Conference papers 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⟩
Conference papers hal-01910366v1

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
Conference papers 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
Conference papers hal-01905924v1

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
Conference papers hal-01905948v1
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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
Conference papers hal-01917965v1
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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
Conference papers hal-01943893v1

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⟩
Conference papers hal-01784787v1

Entropy and Monotonicity

Bernadette Bouchon-Meunier , Christophe Marsala
Information Processing and Management of Uncertainty in Knowledge-Based Systems - IPMU'18, Jun 2018, Cadix, Spain
Conference papers hal-01784820v1

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
Conference papers hal-01914453v1
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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⟩
Conference papers hal-01905982v1
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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⟩
Conference papers lirmm-01893238v1
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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
Conference papers hal-01475683v1

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
Conference papers hal-01555271v1
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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
Conference papers hal-01627024v1
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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
Conference papers hal-01561517v1

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⟩
Conference papers 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⟩
Conference papers cirad-01577277v1
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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
Conference papers hal-01464426v1
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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
Conference papers hal-01564121v1
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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
Conference papers hal-01368249v1
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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⟩
Conference papers hal-01364652v1
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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
Conference papers hal-01439389v1
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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
Conference papers hal-01429068v1
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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
Conference papers hal-01364699v1
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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⟩
Conference papers hal-01413694v1

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
Conference papers hal-01303037v1
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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
Conference papers hal-01340498v1

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
Conference papers hal-01213494v1
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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⟩
Conference papers hal-01303006v1

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
Conference papers hal-01368231v1

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⟩
Conference papers hal-01216515v1

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⟩
Conference papers hal-01219707v1
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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⟩
Conference papers hal-01198855v1

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⟩
Conference papers hal-01216006v1

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
Conference papers hal-01216518v1

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⟩
Conference papers hal-01216007v1
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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⟩
Conference papers hal-01198898v1

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⟩
Conference papers hal-01273252v1

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⟩
Conference papers 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⟩
Conference papers hal-01282319v1
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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⟩
Conference papers hal-00687670v1

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
Conference papers hal-01286230v1

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⟩
Conference papers hal-01286122v1

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⟩
Conference papers hal-01286160v1

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
Conference papers hal-01288639v1

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⟩
Conference papers hal-01292074v1

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
Conference papers hal-01292071v1

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⟩
Conference papers hal-01292078v1

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
Conference papers hal-01294688v1

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
Conférence en Recherche d'Informations et Applications (CORIA'09), May 2009, Toulon, France. pp.83-98
Conference papers hal-01297935v1

Exploiting Visual Concepts to Improve Text-Based Image Retrieval

Sabrina Tollari , Marcin Detyniecki , Christophe Marsala , Ali Fakeri-Tabrizi , Massih-Reza Amini
European Conference on Information Retrieval (ECIR), Apr 2009, Toulouse, France. pp.701 - 705, ⟨10.1007/978-3-642-00958-7_70⟩
Conference papers hal-00402448v1

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⟩
Conference papers hal-01297941v1

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
Conference papers hal-01297962v1

Modèles flous d'adaptation en raisonnement par cas

Bernadette Bouchon-Meunier , Christophe Marsala , Maria Rifqi
conférence LFA 2009, 2009, Annecy, France. pp.167-172
Conference papers hal-01298019v1

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⟩
Conference papers hal-01294690v1

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⟩
Conference papers 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⟩
Conference papers hal-01297964v1

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⟩
Conference papers hal-01301645v1

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⟩
Conference papers hal-01301643v1

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⟩
Conference papers hal-01301633v1

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
Conference papers hal-01304997v1

Using Visual Concepts and Fast Visual Diversity to Improve Image Retrieval

Sabrina Tollari , Marcin Detyniecki , Ali Fakeri-Tabrizi , Christophe Marsala , Massih-Reza Amini
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⟩
Conference papers hal-00424436v1

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
Conference papers hal-01305038v1

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
Conference papers hal-01335945v1

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⟩
Conference papers hal-01336169v1

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
Conference papers hal-01336167v1

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⟩
Conference papers hal-01337123v1

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⟩
Conference papers 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
Conference papers hal-01351878v1

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
Conference papers hal-01352022v1

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
Conference papers hal-01351984v1

Extension of hierarchical model for fuzzy measures of discrimination

Thanh Ha Dang , Christophe Marsala
IPMU Conference, Jul 2006, Paris, France. pp.1284-1291
Conference papers hal-01351983v1

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
Conference papers hal-01489199v1

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
Conference papers hal-01416588v1

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
Conference papers 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
Conference papers 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
Conference papers hal-01520544v1

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
Conference papers hal-01520549v1

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
Conference papers hal-01520579v1

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
Conference papers 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⟩
Conference papers hal-01533254v1

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
Conference papers hal-01533297v1

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
Conference papers 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
Conference papers hal-01544215v1

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⟩
Conference papers hal-01572085v1

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⟩
Conference papers 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⟩
Conference papers hal-01571834v1

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
Conference papers hal-01571850v1

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
Conference papers hal-01573395v1

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
Conference papers hal-01573399v1

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⟩
Conference papers hal-01573356v1

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
Conference papers hal-01572579v1

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
Conference papers 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⟩
Conference papers 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
Conference papers hal-01573422v1

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⟩
Conference papers hal-01072143v1

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
Conference papers hal-01574483v1

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
Conference papers hal-01574385v1
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⟩
Conference papers hal-01570390v1

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⟩
Conference papers hal-01573970v1

Analogy and Fuzzy Interpolation in the case of Sparse Rules

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

Raisonnement interpolatif à partir de schéma analogique flou

Bernadette Bouchon-Meunier , Jannick Delechamp , Christophe Marsala , Nedra Mellouli , Maria Rifqi
Journées Nationales sur les Modèles de Raisonnements, Mar 1999, Paris, France
Conference papers hal-01574496v1

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⟩
Conference papers hal-01622882v1

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
Conference papers hal-01622665v1

Construction d'arbres de décision flous : le système Salammbô

Christophe Marsala
LFA'98, 1998, Rennes, France. pp.171-176
Conference papers hal-01622670v1

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⟩
Conference papers hal-01622677v1

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
Conference papers hal-01622879v1

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⟩
Conference papers hal-01622662v1

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
Conference papers hal-01617473v1

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
Conference papers hal-01617475v1

Construction Methods of Fuzzy Decision Trees

Christophe Marsala , Bernadette Bouchon-Meunier
JCIS'98, Oct 1998, Durham, North Carolina, United States. pp.17-20
Conference papers hal-01622669v1
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⟩
Conference papers hal-01072157v1
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
Conference papers hal-02182889v1

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
Conference papers 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
Conference papers hal-01072063v1

Apprentissage en Environnememt Imparfait

S. Bothorel , Bernadette Bouchon-Meunier , C. Marsala , Maria Rifqi
AFCET, AFCET, Oct 1995, Toulouse, France
Conference papers hal-01071828v1
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, inPress
Book sections 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⟩
Book sections 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⟩
Book sections 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⟩
Book sections 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
Book sections 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⟩
Book sections hal-01336441v1

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
Book sections hal-01533305v1

Conclusion

Bernadette Bouchon-Meunier , Christophe Marsala
Logique floue : principes, aide à la décision, pp.245-247, 2003
Book sections 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
Book sections hal-01533256v1

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⟩
Book sections 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⟩
Book sections 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⟩
Book sections 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⟩
Book sections 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⟩
Book sections 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⟩
Book sections 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
Book sections 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⟩
Book sections hal-01649106v1