Christophe Marsala

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 57

Top Venues

Publications

Agnès Rico, Marie-Jeanne Lesot, Christophe Marsala
A Maximin Approach to Elicit Gödel Integral in an XAI Context. FUZZ (2024)
Jérémie Pantin, Christophe Marsala
A Robust Autoencoder Ensemble-Based Approach for Anomaly Detection in Text. CoRR (2024)
Christophe Marsala, Davide Petturiti, Barbara Vantaggi
Adding Semantics to Fuzzy Similarity Measures Through the d-Choquet Integral. ECSQARU (2023)
Adam Rida, Marie-Jeanne Lesot, Xavier Renard, Christophe Marsala
Dynamic Interpretability for Model Comparison via Decision Rules. CoRR (2023)
Christophe Marsala, Davide Petturiti
Splitting Rules for Monotone Fuzzy Decision Trees. EUSFLAT/AGOP (2023)
Thibault Laugel, Adulam Jeyasothy, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
Achieving Diversity in Counterfactual Explanations: a Review and Discussion. CoRR (2023)
Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
A general framework for personalising post hoc explanations through user knowledge integration. Int. J. Approx. Reason. 160 (2023)
Agnès Rico, Marie-Jeanne Lesot, Christophe Marsala
Norms and Discrete Choquet Integrals Induced by Submodular Fuzzy Measures: A Discussion. EUSFLAT/AGOP (2023)
Adulam Jeyasothy, Agnès Rico, Marie-Jeanne Lesot, Christophe Marsala, Thibault Laugel
Knowledge Integration in XAI with Gödel Integrals. FUZZ (2023)
Thibault Laugel, Adulam Jeyasothy, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
Achieving Diversity in Counterfactual Explanations: a Review and Discussion. FAccT (2023)
Christophe Marsala
Attribute Ranking with Bipolar Information. IPMU (1) (2022)
Vincent Janiak, Vincent Joussellin, Gwendoline Tallec, Christophe Marsala, Umar Saleem, Martin Dres, Andrea Pinna
Prediction of the extubation outcome through Electrical Impedance Tomography measurements. BioCAS (2022)
Christophe Marsala
Génération d'ensembles flous définis par intervalles pour l'apprentissage. LFA (2022)
Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
Integrating Prior Knowledge in Post-hoc Explanations. CoRR (2022)
Christophe Marsala, Bernadette Bouchon-Meunier
Interprétabilité des approches de raisonnement interpolatif flou. LFA (2022)
Caroline Del Cistia Gallimard, Frederic Beroul, Julien Denoulet, Konstanca Nikolajevic, Andréa Pinna, Bertrand Granado, Christophe Marsala
Harmonic Decomposition to Estimate Periodic Signals using Machine Learning Algorithms: Application to Helicopter Loads. IJCNN (2022)
Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
Intégration de connaissances dans les méthodes d'explications post-hoc. LFA (2022)
Christophe Marsala, Bernadette Bouchon-Meunier
Explainable Fuzzy Interpolative Reasoning. FUZZ-IEEE (2022)
Fadi Badra, Marie-Jeanne Lesot, Aman Barakat, Christophe Marsala
Theoretical and Experimental Study of a Complexity Measure for Analogical Transfer. ICCBR (2022)
Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
Integrating Prior Knowledge in Post-hoc Explanations. IPMU (2) (2022)
Christophe Marsala
Building intuitionistic fuzzy sets in machine learning. WILF (2021)
Christophe Marsala, Bernadette Bouchon-Meunier
Polar Representation of Bipolar Information: A Case Study to Compare Intuitionistic Entropies. IPMU (1) (2020)
Bernadette Bouchon-Meunier, Christophe Marsala
Entropy and monotonicity in artificial intelligence. Int. J. Approx. Reason. 124 (2020)
Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki
The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations. CoRR (2019)
Daniel Machanje, Joseph Onderi Orero, Christophe Marsala
Distress Recognition from Speech Analysis: A Pairwise Association Rules-Based Approach. SSCI (2019)
Arthur Guillon, Marie-Jeanne Lesot, Christophe Marsala
A proximal framework for fuzzy subspace clustering. Fuzzy Sets Syst. 366 (2019)
Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
Issues with post-hoc counterfactual explanations: a discussion. CoRR (2019)
Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki
The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations. IJCAI (2019)
Iwo Doboszewski, Simon Fossier, Christophe Marsala
Data Driven Detection of Railway Point Machines Failures. SSCI (2019)
Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki
Unjustified Classification Regions and Counterfactual Explanations in Machine Learning. ECML/PKDD (2) (2019)
Khalil Laghmari, Christophe Marsala, Mohammed Ramdani
An adapted incremental graded multi-label classification model for recommendation systems. Prog. Artif. Intell. 7 (1) (2018)
Iwo Doboszewski, Simon Fossier, Christophe Marsala
Extraction de connaissances sur les défaillances de compteurs d'essieux. EGC (2018)
Daniel Machanje, Joseph Onderi Orero, Christophe Marsala
A 2D-Approach Towards the Detection of Distress Using Fuzzy K-Nearest Neighbor. IPMU (1) (2018)
François Meunier, Christophe Marsala, Laurent Castanie
Mining 3D-Structures: Subparts Extraction and Transfer Learning. SMC (2018)
Xavier Renard, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
Detecting Potential Local Adversarial Examples for Human-Interpretable Defense. Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML (2018)
Khalil Laghmari, Christophe Marsala, Mohammed Ramdani
Apprendre les relations de préférence et de co-occurrence entre les labels en classification multi-labels. EGC (2018)
Wenlu Yang, Maria Rifqi, Christophe Marsala, Andréa Pinna
Towards Better Understanding of Player's Game Experience. ICMR (2018)
Christophe Marsala, Anne Laurent, Marie-Jeanne Lesot, Maria Rifqi, Arnaud Castelltort
Discovering Ordinal Attributes Through Gradual Patterns, Morphological Filters and Rank Discrimination Measures. SUM (2018)
Bernadette Bouchon-Meunier, Christophe Marsala
Entropy and Monotonicity. IPMU (2) (2018)
Xavier Renard, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
Detecting Potential Local Adversarial Examples for Human-Interpretable Defense. CoRR (2018)
Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki
Comparison-Based Inverse Classification for Interpretability in Machine Learning. IPMU (1) (2018)
Orlando Chuquimia, Andréa Pinna, Christophe Marsala, Xavier Dray, Bertrand Granado
FPGA-Based Real Time Embedded Hough Transform Architecture for Circles Detection. DASIP (2018)
Thibault Laugel, Xavier Renard, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
Defining Locality for Surrogates in Post-hoc Interpretablity. CoRR (2018)
Wenlu Yang, Maria Rifqi, Christophe Marsala, Andréa Pinna
Physiological-Based Emotion Detection and Recognition in a Video Game Context. IJCNN (2018)
François Meunier, Christophe Marsala, Laurent Castanie
3DRESC-TF : Apprentissage par transfert pour la réutilisation de connaissances en classification d'objets 3D. APIA (2017)
Pierre-Xavier Loeffel, Albert Bifet, Christophe Marsala, Marcin Detyniecki
Droplet Ensemble Learning on Drifting Data Streams. IDA (2017)
François Meunier, Christophe Marsala, Laurent Castanie, Bruno Conche
Classification d'objets 3D par extraction aléatoire de sous-parties discriminantes pour l'étude du sous-sol en prospection pétrolière. EGC (2017)
Christophe Marsala, Maria Rifqi
Fuzzy decision tree and fuzzy gradual decision tree: Application to job satisfaction. FUZZ-IEEE (2017)
Khalil Laghmari, Christophe Marsala, Mohammed Ramdani
A Distributed Recommender System Based on Graded Multi-label Classification. NETYS (2017)
Khalil Laghmari, Christophe Marsala, Mohammed Ramdani
Classification multi-labels graduée: Apprendre les relations entre les labels ou limiter la propagation d'erreur ? EGC (2017)
Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki
Inverse Classification for Comparison-based Interpretability in Machine Learning. CoRR (2017)
Arthur Guillon, Marie-Jeanne Lesot, Christophe Marsala
Laplacian regularization for fuzzy subspace clustering. FUZZ-IEEE (2017)
Pierre-Xavier Loeffel, Vincent Lemaire, Christophe Marsala, Marcin Detyniecki
Improving the Prediction Cost of Drift Handling Algorithms by Abstaining. ICDM Workshops (2016)
Khalil Laghmari, Christophe Marsala, Mohammed Ramdani
Graded multi-label classification: Compromise between handling label relations and limiting error propagation. SITA (2016)
Wenyi Xu, Christophe Marsala
Personalized search in smart indoor environments: Combining a formal location model, user preferences and semantic similarity. FUZZ-IEEE (2016)
Arthur Guillon, Marie-Jeanne Lesot, Christophe Marsala, Nikhil R. Pal
Proximal Optimization for Fuzzy Subspace Clustering. IPMU (1) (2016)
Pierre-Xavier Loeffel, Christophe Marsala, Marcin Detyniecki
Memory management for data streams subject to concept drift. ESANN (2016)
Khalil Laghmari, Mohammed Ramdani, Christophe Marsala
A distributed graph based approach for rough classifications considering dominance relations between overlapping classes. SITA (2015)
Pierre-Xavier Loeffel, Christophe Marsala, Marcin Detyniecki
Classification with a reject option under Concept Drift: The Droplets algorithm. DSAA (2015)
Christophe Marsala, Davide Petturiti
Rank discrimination measures for enforcing monotonicity in decision tree induction. Inf. Sci. 291 (2015)
Christophe Marsala, Bernadette Bouchon-Meunier
Fuzzy data mining and management of interpretable and subjective information. Fuzzy Sets Syst. 281 (2015)
Bernadette Bouchon-Meunier, Marie-Jeanne Lesot, Christophe Marsala
Modelling and management of subjective information in a fuzzy setting. Int. J. Gen. Syst. 42 (1) (2013)
Christophe Marsala, Davide Petturiti
Monotone Classification with Decision Trees. EUSFLAT Conf. (2013)
Wenyi Xu, Christophe Marsala, Benoit Christophe
Matching objects to user's queries in Web of Things' applications. CIComms (2013)
Xuan Tuan Le, Christophe Marsala
Ranking with fuzzy decision trees. SoCPaR (2013)
Christophe Marsala
Fuzzy decision trees for dynamic data. EAIS (2013)
Christophe Marsala, Maria Rifqi
Summarizing Fuzzy Decision Forest by subclass discovery. FUZZ-IEEE (2013)
Christophe Marsala, Davide Petturiti
Hierarchical Model for Rank Discrimination Measures. ECSQARU (2013)
Marcin Detyniecki, Christophe Marsala, Ashwati Krishnan, Mel W. Siegel
Weather-based solar energy prediction. FUZZ-IEEE (2012)
Christophe Marsala
Incremental tuning of fuzzy decision trees. SCIS&ISIS (2012)
Jean-René Coffi, Christophe Marsala, Nicolas Museux
Adaptive complex event processing for harmful situation detection. Evol. Syst. 3 (3) (2012)
Christophe Marsala
Gradual fuzzy decision trees to help medical diagnosis. FUZZ-IEEE (2012)
Fabon Dzogang, Christophe Marsala, Marie-Jeanne Lesot, Maria Rifqi
An Ellipsoidal K-Means for Document Clustering. ICDM (2012)
Jean-René Coffi, Christophe Marsala, Nicolas Museux
Hybrid Learning System for Adaptive Complex Event Processing. ICAIS (2011)
Jean-René Coffi, Nicolas Museux, Christophe Marsala
Interval Logic for Design and Maintenance of Complex Event Processing Systems - (Short Paper). Business Process Management Workshops (1) (2011)
Marcin Detyniecki, Christophe Marsala, Maria Rifqi
Double-linear fuzzy interpolation method. FUZZ-IEEE (2011)
Sabrina Tollari, Marcin Detyniecki, Ali Fakeri-Tabrizi, Christophe Marsala, Massih-Reza Amini, Patrick Gallinari
Exploitation du contenu visuel pour améliorer la recherche textuelle d'images en ligne. Document Numérique 13 (1) (2010)
Nicolas Labroche, Christophe Marsala
Optimization of a fuzzy decision trees forest with artificial ant based clustering. SoCPaR (2010)
Christophe Marsala, Bernadette Bouchon-Meunier
Quality of measures for attribute selection in fuzzy decision trees. FUZZ-IEEE (2010)
Christophe Marsala
A fuzzy decision tree based approach to characterize medical data. FUZZ-IEEE (2009)
Sabrina Tollari, Marcin Detyniecki, Ali Fakeri-Tabrizi, Christophe Marsala, Massih-Reza Amini, Patrick Gallinari
Utilisation de concepts visuels et de la diversité visuelle pour améliorer la recherche d'images. CORIA (2009)
Christophe Marsala
Data mining with ensembles of fuzzy decision trees. CIDM (2009)
Bernadette Bouchon-Meunier, Christophe Marsala, Maria Rifqi
Fuzzy Analogical Model of Adaptation for Case-Based Reasoning. IFSA/EUSFLAT Conf. (2009)
Tri Duc Tran, Christophe Marsala, Bernadette Bouchon-Meunier, Georges-Marie Putois
A Model to Manage Learner's Motivation: A Use-Case for an Academic Schooling Intelligent Assistant. EC-TEL (2009)
Sabrina Tollari, Marcin Detyniecki, Christophe Marsala, Ali Fakeri-Tabrizi, Massih-Reza Amini, Patrick Gallinari
Exploiting Visual Concepts to Improve Text-Based Image Retrieval. ECIR (2009)
Tri Duc Tran, Bernadette Bouchon-Meunier, Christophe Marsala, Georges-Marie Putois
An Intelligent Assistant to Support Students and to Prevent them from Dropout. CSEDU (1) (2009)
Jiang Bu, Songyang Lao, Liang Bai, Sabrina Tollari, Christophe Marsala
Goalmouth Detection in Field-Ball Game Video Using Fuzzy Decision Tree. ICIG (2009)
Christophe Marsala, Marcin Detyniecki
UPMC-LIP6 at TrecVid'08: Balanced and Unbalanced Forests of Fuzzy Decision Trees for High-Level Feature Detection. TRECVID (2008)
Bernadette Bouchon-Meunier, Christophe Marsala
Fuzzy inductive learning: Principles and applications in data mining. ISKE (2008)
Christophe Marsala, Marcin Detyniecki
High scale video mining with forests of fuzzy decision trees. CSTST (2008)
Sabrina Tollari, Marcin Detyniecki, Ali Fakeri-Tabrizi, Christophe Marsala, Massih-Reza Amini, Patrick Gallinari
Using Visual Concepts and Fast Visual Diversity to Improve Image Retrieval. CLEF (2008)
Marcin Detyniecki, Christophe Marsala
Adaptive acceleration and shot stacking for video rushes summarization. TVS (2008)
Marcin Detyniecki, Christophe Marsala
Forest of Fuzzy Decision Trees and Their Application in Video Mining. EUSFLAT Conf. (1) (2007)
Marcin Detyniecki, Christophe Marsala
Video rushes summarization by adaptive acceleration and stacking of shots. TVS (2007)
Christophe Marsala, Marcin Detyniecki, Nicolas Usunier, Massih-Reza Amini
UHigh-Level Feature Detection with Forests of Fuzzy Decision Trees combined with the RankBoost Algorithm. TRECVID (2007)
Christophe Marsala, Bernadette Bouchon-Meunier
Ranking Attributes to Build Fuzzy Decision Trees: a Comparative Study of Measures. FUZZ-IEEE (2006)
Christophe Marsala, Marcin Detyniecki
University of Paris 6 at TRECVID 2006: Forest of Fuzzy Decision Trees for High-Level Feature Extraction. TRECVID (2006)
Thanh Ha Dang, Christophe Marsala, Bernadette Bouchon-Meunier, Alain Boucher
Discrimination-Based Criteria for the Evaluation of Classifiers. FQAS (2006)
Christophe Marsala, Marcin Detyniecki
University of Paris 6 at TRECVID 2005: High-Level Feature Extraction. TRECVID (2005)
Bernadette Bouchon-Meunier, Thanh Ha Dang, Christophe Marsala
Comparison of Techniques for the Construction of Decision Trees. IASSE (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Christophe Marsala