Christophe Marsala

Orcid: 0000-0002-4022-9796

According to our database1, Christophe Marsala authored at least 112 papers between 1998 and 2023.

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Bibliography

2023
A general framework for personalising post hoc explanations through user knowledge integration.
Int. J. Approx. Reason., September, 2023

Dynamic Interpretability for Model Comparison via Decision Rules.
CoRR, 2023

Knowledge Integration in XAI with Gödel Integrals.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Achieving Diversity in Counterfactual Explanations: a Review and Discussion.
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

Norms and Discrete Choquet Integrals Induced by Submodular Fuzzy Measures: A Discussion.
Proceedings of the Fuzzy Logic and Technology, and Aggregation Operators, 2023

Splitting Rules for Monotone Fuzzy Decision Trees.
Proceedings of the Fuzzy Logic and Technology, and Aggregation Operators, 2023

Adding Semantics to Fuzzy Similarity Measures Through the d-Choquet Integral.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2023

2022
Interprétabilité des approches de raisonnement interpolatif flou.
Proceedings of the Rencontres francophones sur la Logique Floue et ses Applications, 2022

Génération d'ensembles flous définis par intervalles pour l'apprentissage.
Proceedings of the Rencontres francophones sur la Logique Floue et ses Applications, 2022

Intégration de connaissances dans les méthodes d'explications post-hoc.
Proceedings of the Rencontres francophones sur la Logique Floue et ses Applications, 2022

Attribute Ranking with Bipolar Information.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

Integrating Prior Knowledge in Post-hoc Explanations.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

Harmonic Decomposition to Estimate Periodic Signals using Machine Learning Algorithms: Application to Helicopter Loads.
Proceedings of the International Joint Conference on Neural Networks, 2022

Theoretical and Experimental Study of a Complexity Measure for Analogical Transfer.
Proceedings of the Case-Based Reasoning Research and Development, 2022

Explainable Fuzzy Interpolative Reasoning.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Prediction of the extubation outcome through Electrical Impedance Tomography measurements.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022

2021
Building intuitionistic fuzzy sets in machine learning.
Proceedings of WILF 2021, 2021

2020
Entropy and monotonicity in artificial intelligence.
Int. J. Approx. Reason., 2020

Polar Representation of Bipolar Information: A Case Study to Compare Intuitionistic Entropies.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

2019
A proximal framework for fuzzy subspace clustering.
Fuzzy Sets Syst., 2019

Issues with post-hoc counterfactual explanations: a discussion.
CoRR, 2019

Distress Recognition from Speech Analysis: A Pairwise Association Rules-Based Approach.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Data Driven Detection of Railway Point Machines Failures.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Unjustified Classification Regions and Counterfactual Explanations in Machine Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018
An adapted incremental graded multi-label classification model for recommendation systems.
Prog. Artif. Intell., 2018

Defining Locality for Surrogates in Post-hoc Interpretablity.
CoRR, 2018

Discovering Ordinal Attributes Through Gradual Patterns, Morphological Filters and Rank Discrimination Measures.
Proceedings of the Scalable Uncertainty Management - 12th International Conference, 2018

Mining 3D-Structures: Subparts Extraction and Transfer Learning.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Detecting Potential Local Adversarial Examples for Human-Interpretable Defense.
Proceedings of the ECML PKDD 2018 Workshops, 2018

Towards Better Understanding of Player's Game Experience.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

A 2D-Approach Towards the Detection of Distress Using Fuzzy K-Nearest Neighbor.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

Comparison-Based Inverse Classification for Interpretability in Machine Learning.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

Entropy and Monotonicity.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

Physiological-Based Emotion Detection and Recognition in a Video Game Context.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Apprendre les relations de préférence et de co-occurrence entre les labels en classification multi-labels.
Proceedings of the Extraction et Gestion des Connaissances, 2018

Extraction de connaissances sur les défaillances de compteurs d'essieux.
Proceedings of the Extraction et Gestion des Connaissances, 2018

FPGA-Based Real Time Embedded Hough Transform Architecture for Circles Detection.
Proceedings of the 2018 Conference on Design and Architectures for Signal and Image Processing, 2018

2017
Entropy Measures and Views of Information.
Proceedings of the Granular, Soft and Fuzzy Approaches for Intelligent Systems, 2017

Inverse Classification for Comparison-based Interpretability in Machine Learning.
CoRR, 2017

A Distributed Recommender System Based on Graded Multi-label Classification.
Proceedings of the Networked Systems - 5th International Conference, 2017

Droplet Ensemble Learning on Drifting Data Streams.
Proceedings of the Advances in Intelligent Data Analysis XVI, 2017

Fuzzy decision tree and fuzzy gradual decision tree: Application to job satisfaction.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Laplacian regularization for fuzzy subspace clustering.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Classification d'objets 3D par extraction aléatoire de sous-parties discriminantes pour l'étude du sous-sol en prospection pétrolière.
Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

Classification multi-labels graduée: Apprendre les relations entre les labels ou limiter la propagation d'erreur ?
Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

3DRESC-TF : Apprentissage par transfert pour la réutilisation de connaissances en classification d'objets 3D.
Proceedings of the 3ème Conférence Nationale sur les Applications Pratiques de l'Intelligence Artificielle, 2017

2016
Graded multi-label classification: Compromise between handling label relations and limiting error propagation.
Proceedings of the 11th International Conference on Intelligent Systems: Theories and Applications, 2016

Proximal Optimization for Fuzzy Subspace Clustering.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Improving the Prediction Cost of Drift Handling Algorithms by Abstaining.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Personalized search in smart indoor environments: Combining a formal location model, user preferences and semantic similarity.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Memory management for data streams subject to concept drift.
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

2015
Fuzzy Modifiers at the Core of Interpretable Fuzzy Systems.
Proceedings of the Fifty Years of Fuzzy Logic and its Applications, 2015

Rank discrimination measures for enforcing monotonicity in decision tree induction.
Inf. Sci., 2015

Fuzzy data mining and management of interpretable and subjective information.
Fuzzy Sets Syst., 2015

A distributed graph based approach for rough classifications considering dominance relations between overlapping classes.
Proceedings of the 10th International Conference on Intelligent Systems: Theories and Applications, 2015

Classification with a reject option under Concept Drift: The Droplets algorithm.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

2013
Modelling and management of subjective information in a fuzzy setting.
Int. J. Gen. Syst., 2013

Ranking with fuzzy decision trees.
Proceedings of the 2013 International Conference on Soft Computing and Pattern Recognition, 2013

Summarizing Fuzzy Decision Forest by subclass discovery.
Proceedings of the FUZZ-IEEE 2013, 2013

Monotone Classification with Decision Trees.
Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 2013

Hierarchical Model for Rank Discrimination Measures.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2013

Fuzzy decision trees for dynamic data.
Proceedings of the 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2013

Matching objects to user's queries in Web of Things' applications.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence for Communication Systems and Networks, 2013

2012
Adaptive complex event processing for harmful situation detection.
Evol. Syst., 2012

Incremental tuning of fuzzy decision trees.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

An Ellipsoidal K-Means for Document Clustering.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Gradual fuzzy decision trees to help medical diagnosis.
Proceedings of the FUZZ-IEEE 2012, 2012

Weather-based solar energy prediction.
Proceedings of the FUZZ-IEEE 2012, 2012

2011
Hybrid Learning System for Adaptive Complex Event Processing.
Proceedings of the Adaptive and Intelligent Systems - Second International Conference, 2011

Double-linear fuzzy interpolation method.
Proceedings of the FUZZ-IEEE 2011, 2011

Interval Logic for Design and Maintenance of Complex Event Processing Systems - (Short Paper).
Proceedings of the Business Process Management Workshops, 2011

2010
Exploitation du contenu visuel pour améliorer la recherche textuelle d'images en ligne.
Document Numérique, 2010

Optimization of a fuzzy decision trees forest with artificial ant based clustering.
Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010

Quality of measures for attribute selection in fuzzy decision trees.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
Goalmouth Detection in Field-Ball Game Video Using Fuzzy Decision Tree.
Proceedings of the Fifth International Conference on Image and Graphics, 2009

A fuzzy decision tree based approach to characterize medical data.
Proceedings of the FUZZ-IEEE 2009, 2009

Fuzzy Analogical Model of Adaptation for Case-Based Reasoning.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

A Model to Manage Learner's Motivation: A Use-Case for an Academic Schooling Intelligent Assistant.
Proceedings of the Learning in the Synergy of Multiple Disciplines, 2009

Exploiting Visual Concepts to Improve Text-Based Image Retrieval.
Proceedings of the Advances in Information Retrieval, 2009

An Intelligent Assistant to Support Students and to Prevent them from Dropout.
Proceedings of the CSEDU 2009 - Proceedings of the First International Conference on Computer Supported Education, Lisboa, Portugal, March 23-26, 2009, 2009

Utilisation de concepts visuels et de la diversité visuelle pour améliorer la recherche d'images.
Proceedings of the COnférence en Recherche d'Infomations et Applications, 2009

Data mining with ensembles of fuzzy decision trees.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2009

High Scale Fuzzy Video Mining.
Proceedings of the Scalable Fuzzy Algorithms for Data Management and Analysis, 2009

2008
High scale video mining with forests of fuzzy decision trees.
Proceedings of the CSTST 2008: Proceedings of the 5th International Conference on Soft Computing as Transdisciplinary Science and Technology, 2008

UPMC-LIP6 at TrecVid'08: Balanced and Unbalanced Forests of Fuzzy Decision Trees for High-Level Feature Detection.
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Adaptive acceleration and shot stacking for video rushes summarization.
Proceedings of the 2nd ACM Workshop on Video Summarization, 2008

Fuzzy inductive learning: Principles and applications in data mining.
Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008

Using Visual Concepts and Fast Visual Diversity to Improve Image Retrieval.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

2007
UHigh-Level Feature Detection with Forests of Fuzzy Decision Trees combined with the RankBoost Algorithm.
Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Video rushes summarization by adaptive acceleration and stacking of shots.
Proceedings of the 1st ACM Workshop on Video Summarization, 2007

Forest of Fuzzy Decision Trees and Their Application in Video Mining.
Proceedings of the New Dimensions in Fuzzy Logic and Related Technologies. Proceedings of the 5th EUSFLAT Conference, 2007

2006
University of Paris 6 at TRECVID 2006: Forest of Fuzzy Decision Trees for High-Level Feature Extraction.
Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Ranking Attributes to Build Fuzzy Decision Trees: a Comparative Study of Measures.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Discrimination-Based Criteria for the Evaluation of Classifiers.
Proceedings of the Flexible Query Answering Systems, 7th International Conference, 2006

2005
University of Paris 6 at TRECVID 2005: High-Level Feature Extraction.
Proceedings of the 2005 TREC Video Retrieval Evaluation, 2005

2004
Comparison of Techniques for the Construction of Decision Trees.
Proceedings of the ISCA 13th International Conference on Intelligent and Adaptive Systems and Software Engineering, 2004

2003
Compositional rule of inference as an analogical scheme.
Fuzzy Sets Syst., 2003

Improvement of the Interpretability of Fuzzy Rule Based Systems: Quantifiers, Similarities and Aggregators.
Proceedings of the Modelling with Words, 2003

Choice of a method for the construction of fuzzy decision trees.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Discovering knowledge for better video indexing based on colors.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Fuzzy data mining for video.
Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, 2003

2002
Independence and Possibilistic Conditioning.
Ann. Math. Artif. Intell., 2002

2001
Fuzzy inductive learning for multimedia mining.
Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, 2001

2000
Fuzzy decision trees to help flexible querying.
Kybernetika, 2000

Interpolative model for fuzzy arithmetic.
Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000

Interpolative reasoning based on graduality.
Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000

Construction of Fuzzy Classes by Fuzzy Partitioning.
Proceedings of the Flexible Query Answering Systems, 2000

1999
Fuzzy deductive reasoning and analogical scheme.
Proceedings of the EUSFLAT-ESTYLF Joint Conference, 1999

1998
Twelve Numerical, Symbolic and Hybrid Supervised Classification Methods.
Int. J. Pattern Recognit. Artif. Intell., 1998

Fuzzy Spatial OQL for Fuzzy Knowledge Discovery in Databases.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1998

Application of Fuzzy Rule Induction to Data Mining.
Proceedings of the Flexible Query Answering Systems, Third International Conference, 1998


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