Christophe Marsala
Publications
Publications
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Biais de genre encodés et exprimés dans les LLM : étude conjointeExtraction et Gestion des Connaissances (EGC 2026), Jan 2026, Anglet, France |
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Interprétabilité de bases de règles floues : évaluation numérique et empiriqueRencontres francophones sur la Logique Floue et ses Applications (LFA), Nov 2025, Clermont-Ferrand, France. pp.57-64 |
Towards Probabilistic Entropies for Interval Valued Fuzzy SetsConference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2025, Jul 2025, Riga, Latvia. pp.193-204, ⟨10.1007/978-3-031-97225-6_16⟩ |
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Évaluation de prédictions prudentes dans le cas d'observations partielles34èmes Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2025), Nov 2025, Clermont-Ferrand, France |
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Comparaison de quatre modélisations des préférencesRencontres Francophones sur la Logique Floue et ses Applications (LFA), Nov 2025, Clermond-Ferrand, France. pp.41-48 |
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A Robust Autoencoder Ensemble-Based Approach for Anomaly Detection in TextInternational Conference on Knowledge-Based and Intelligent Information & Engineering Systems, Sep 2025, Osaka, Japan. pp.1986-1995, ⟨10.1016/j.procs.2025.09.319⟩ |
Entropies probabilistes pour sous-ensembles flous définis par intervallesRencontres Francophones sur la Logique Floue et ses Applications (LFA), Nov 2025, Clermont-Ferrand, France. pp.157-164 |
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Towards evaluating set-valued predictions with partial observationsIEEE International Conference on Fuzzy Systems (FUZZ 2025), Jul 2025, Reims, France. pp.1-4, ⟨10.1109/FUZZ62266.2025.11152051⟩ |
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Assessing the Interpretability of Fuzzy Rule Bases2025 IEEE International Conference on Fuzzy Systems (FUZZ), Jul 2025, Reims, France. pp.1-6, ⟨10.1109/FUZZ62266.2025.11152209⟩ |
Une approche maximin pour éliciter une intégrale de Gödel appliquée à deux critèresRencontres Francophones sur la Logique Floue et ses Applications, LFA 2024, Nov 2024, Brest, France. pp.243-250 |
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A Maximin Approach to Elicit Gödel Integral in an XAI ContextIEEE World Congress on Computational Intelligence (IEEE WCCI 2024 / Fuzz-IEEE 2024), Jun 2024, Yokohama, Japan |
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Elicitations et relations de préférences par intégrales de GödelRencontres Francophones sur la Logique Floue et ses Applications, LFA 2024, Nov 2024, Brest, France. pp.83-90 |
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User’s Preference Modelling with Gödel IntegralScalable Uncertainty Management; 16th International Conference, SUM 2024, Nov 2024, Palermo, Italy. pp.394-407, ⟨10.1007/978-3-031-76235-2_29⟩ |
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Direct Load Recognition Application to Main Rotor Pitch-Link Load on the H175 Fleet: A New Wavelet ApproachVertical Flight Society, May 2024, Montréal (Québec), Canada |
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Entropic Regularization Schemes for Learning Fuzzy Similarity Measures Based on the d-Choquet IntegralScalable Uncertainty Management; 16th International Conference, SUM 2024, Nov 2024, Palermo, Italy. pp.297-311, ⟨10.1007/978-3-031-76235-2_22⟩ |
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Interpreting Fuzzy Decision Trees with Probability-Possibility Mixtures20th 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 |
Détection d’anomalies textuelles par ensemble d’autoencodeurs robustes24ème conférence francophone sur l'Extraction et la Gestion des Connaissances EGC 2024, Jan 2024, Dijon, France. pp.319-326 |
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Splitting Rules for Monotone Fuzzy Decision TreesEUSFLAT 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⟩ |
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Intégration de connaissances en XAI avec les intégrales de GödelRencontres Francophones sur la Logique Floue et ses Applications (LFA), Nov 2023, Bourges, France |
Norms and Discrete Choquet Integrals Induced by Submodular Fuzzy Measures: a DiscussionEUSFLAT: 13th Conference of the European Society for Fuzzy Logic and Technology, Sep 2023, Palma de Mallorca, Spain |
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Knowledge Integration in XAI with Gödel IntegralsInternational Conference on Fuzzy Systems, Aug 2023, Incheon, South Korea |
Sélection d'attributs pour arbres de décision flous monotonesLFA 2023 - Rencontres francophones sur la Logique Floue et ses Applications, Sabine Fritella; Laurent Bobelin; Cyril de Runz, Nov 2023, Bourges, France. pp.117-124 |
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Achieving Diversity in Counterfactual Explanations: a Review and DiscussionACM FAccT Conference 2023, Jun 2023, Chicago, Il, United States. ⟨10.1145/3593013.3594122⟩ |
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Adding Semantics to Fuzzy Similarity Measures through the d-Choquet IntegralECSQARU 2023, the 17th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Zied Bouraoui; Said Jabbour; Srdjan Vesic, Sep 2023, Arras, France |
Direct Load Recognition to Estimate the Damper Load on the H175 FleetEuropean Rotorcraft Forum, Sep 2023, Bückeburg, Germany |
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Interprétabilité des approches de raisonnement interpolatif flouRencontres francophones sur la logique floue et ses applications, LFA 2022, Oct 2022, Toulouse, France |
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Theoretical and Experimental Study of a Complexity Measure for Analogical TransferInternational Conference on Case-based Reasoning (ICCBR), Sep 2022, Nancy, France. pp.175-189, ⟨10.1007/978-3-031-14923-8_12⟩ |
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Integrating Prior Knowledge in Post-hoc ExplanationsInformation 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⟩ |
Attribute Ranking with Bipolar InformationInformation Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU'2022), Jul 2022, Milan, Italy |
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Intégration de connaissances dans les méthodes d'explications post-hocRencontres francophones sur la logique floue et ses applications, Oct 2022, Toulouse, France |
Analyse de Données Aberrantes pour le Texte: Taxonomie et Étude ExpérimentaleExtraction et Gestion des Connaissances - EGC'2022, Jan 2022, Blois, France. pp.15-26 |
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Harmonic Decomposition to Estimate Periodic Signals using Machine Learning Algorithms: Application to Helicopter LoadsIEEE World Congress on Computational Intelligence, Jul 2022, Padua, Italy |
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Prediction of the extubation outcome through Electrical Impedance Tomography measurementsIEEE Biomedical Circuits and Systems (BIOCAS), Oct 2022, Tapei, Taiwan |
Explainable Fuzzy Interpolative ReasoningIEEE World Congress on Computational Intelligence, Jul 2022, Padova, Italy |
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Interpretable monotonicities for entropies of intuitionistic fuzzy sets or interval-valued fuzzy sets12th 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⟩ |
Building Intuitionistic Fuzzy Sets in Machine LearningThe 13th International Workshop on Fuzzy Logic and Applications, Dec 2021, Vietri sul Mare, Italy |
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Polar Representation of Bipolar Information: A Case Study to Compare Intuitionistic Entropies18th 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⟩ |
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Interprétabilité des entropies d'ensembles flous intuitionnistes ou définis par intervalles29ème rencontres francophones sur la logique floue et ses applications, Oct 2020, Sète, France. pp.141-147 |
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Distress Recognition from Speech Analysis: A Pairwise Association Rules-Based ApproachIEEE Symposium Series on Computational Intelligence (SSCI) - Computational Intelligence for Engineering Solutions (CIES), Dec 2019, Xiamen, China. ⟨10.1109/SSCI44817.2019.9002972⟩ |
Unjustified Classification Regions and Counterfactual Explanations In Machine LearningMachine Learning and Knowledge Discovery in Databases. ECML PKDD 2019, Sep 2019, Würzburg, Germany. pp.37-54, ⟨10.1007/978-3-030-46147-8_3⟩ |
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Data Driven Detection of Railway Point Machines FailuresIEEE Symposium Series on Computational Intelligence (SSCI) - Computational Intelligence in Vehicles and Transportation Systems (CIVTS), Dec 2019, Xiamen, China. pp.1233-1240 |
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The Dangers of Post-hoc Interpretability: Unjustified Counterfactual ExplanationsTwenty-Eighth International Joint Conference on Artificial Intelligence {IJCAI-19}, Aug 2019, Macao, Macau SAR China. pp.2801-2807, ⟨10.24963/ijcai.2019/388⟩ |
Issues with post-hoc counterfactual explanations: a discussionICML Workshop on Human in the Loop Learning (HILL 2019), Jun 2019, Long Beach, United States |
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Entropies et ensembles flous intuitionnistesRencontres Francophones sur la Logique Floue et ses Applications (LFA'2019), Nov 2019, Alès, France. pp.143-148 |
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FPGA-based Real Time Embedded Hough Transform Architecture for circles detectionDASIP 2018 - Conference on Design and Architectures for Signal and Image Processing, Oct 2018, Porto, Portugal |
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Physiological-Based Emotion Detection and Recognition in a Video Game ContextIEEE International Joint Conference on Neural Networks (IJCNN), Jul 2018, Rio, Brazil. pp.194-201 |
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A 2D-Approach Towards the Detection of Distress Using Fuzzy K-Nearest NeighborInformation 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⟩ |
Mining 3D-Structures: Subparts Extraction and Transfer LearningIEEE International Conference on Systems, Man, and Cybernetics (SMC'2018), Oct 2018, Miyazaki, Japan |
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OSACA: Découverte d'attributs symboliques ordinauxLFA: Logique Floue et ses Application, Nov 2018, Arras, France. pp.43-50 |
Entropy and MonotonicityInformation Processing and Management of Uncertainty in Knowledge-Based Systems - IPMU'18, Jun 2018, Cadix, Spain |
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Towards Better Understanding of Player's Game ExperienceACM International Conference on Multimedia Retrieval, Jun 2018, Yokohama, Japan. pp.442-449, ⟨10.1145/3206025.3206072⟩ |
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Detecting Potential Local Adversarial Examples for Human-Interpretable DefenseWorkshop 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 |
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Defining Locality for Surrogates in Post-hoc InterpretablityWorkshop on Human Interpretability for Machine Learning (WHI) - International Conference on Machine Learning (ICML), Jul 2018, Stockholm, Sweden |
Régularisation laplacienne pour le subspace clusteringRencontres Francophones sur la Logique Floue et ses Applications (LFA), Nov 2018, Arras, France. pp.69-76 |
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Extraction de connaissances sur les défaillances de compteurs d'essieux18eme Conférence internationale sur l'extraction et la gestion des connaissances (EGC), Jan 2018, Paris, France. pp.311-316 |
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Discovering Ordinal Attributes Through Gradual Patterns, Morphological Filters and Rank Discrimination MeasuresSUM: Scalable Uncertainty Management, Oct 2018, Milan, Italy. pp.152-163, ⟨10.1007/978-3-030-00461-3_11⟩ |
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Comparison-based Inverse Classification for Interpretability in Machine Learning17th 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⟩ |
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Sélection d'attributs pour la classification d'objets 3D26èmes Rencontres Francophones sur la Logique Floue et ses Applications (LFA'2017), Oct 2017, Amiens, France. pp.83-90 |
Fuzzy Decision Tree and Fuzzy Gradual Decision Tree: Application to Job Satisfaction2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Jul 2017, Napoli, Italy. pp.1-6, ⟨10.1109/FUZZ-IEEE.2017.8015740⟩ |
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A Distributed Recommender System Based on Graded Multi-label ClassificationInternational Conference on Networked Systems, May 2017, Marrakech, Morocco. pp.101-108, ⟨10.1007/978-3-319-59647-1_8⟩ |
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3DRESC-TF : Apprentissage par transfert pour la réutilisation de connaissances en classification d'objets 3DConférence Nationale sur les Applications Pratiques de l’Intelligence Artificielle, Jul 2017, Caen, France |
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Classification multi-labels graduée: Apprendre les relations entre les labels ou limiter la propagation d'erreur ?Extraction et Gestion de Connaissances, Jan 2017, Grenoble, France |
Laplacian Regularization For Fuzzy Subspace ClusteringIEEE International Conference on Fuzzy Systems (FuzzIEEE'17), Jul 2017, Napoli, Italy |
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Droplet Ensemble Learning on Drifting Data StreamsIntelligent Data Analysis, Oct 2017, London, United Kingdom. pp.210-222 |
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Classification d'objets 3D par extraction de sous-parties discriminantes pour l'étude du sous-sol en prospection pétrolièreExtraction et Gestion des Connaissances, Jan 2017, Grenoble, France. pp.225-236 |
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Optimisation proximale pour le subspace clustering flou25e Rencontres francophones sur la Logique Floue et ses Applications, Nov 2016, La Rochelle, France |
Personalized Search in Smart Indoor Environments: Combining a Formal Location Model, User Preferences and Semantic SimilarityIEEE World Congress on Computational Intelligence (WCCI'2016), Jul 2016, Vancouver, Canada. pp.1768-1775 |
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Graded multi-label classification: compromise between handling label relations and limiting error propagationSITA 2016 - 11th International Conference on Intelligent Systems: Theories and Applications, Oct 2016, Mohammadia, Morocco. pp.1-6, ⟨10.1109/SITA.2016.7772258⟩ |
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Heat Kernel Signature pour la sélection et la classification d'objets - application aux géo-modèles 3DLa 5ème édition des journées « Big Data Mining and Visualization », Jun 2016, Metz, France |
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Memory management for data streams subject to concept driftEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2016, Bruges, Belgium |
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Improving the Prediction Cost of Drift Handling Algorithms by AbstainingIEEE International Conference on Data Mining (ICDM 2016), Dec 2016, Barcelone, Spain |
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Arbres de décision flous adaptatifs25e rencontres francophones sur la logique floue et ses applications (LFA), Nov 2016, La Rochelle, France |
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Proximal Optimization for Fuzzy Subspace Clustering16th 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⟩ |
Development of a recommendation system for decision support in geosciencesMATHIAS – TOTAL Symposium on Mathematics, Oct 2015, Paris, France |
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A Distributed Graph Based Approach for Rough Classifications Considering Dominance Relations Between Overlapping Classes10th International Conference on Intelligent Systems: Theories and Applications (SITA 2015), Oct 2015, Rabat, Morocco. pp.1-6, ⟨10.1109/SITA.2015.7358388⟩ |
Classification with a reject option under Concept Drift: the Droplets AlgorithmThe IEEE International Conference on Data Science and Advanced Analytics (DSAA'2015), Oct 2015, Paris, France |
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Apprentissage flou en environnement dynamique22e rencontres francophone sur la logique floue et ses applications (LFA 2013), Oct 2013, Reims, France. pp.7 |
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Matching Objects to User's Queries in Web of Things' ApplicationsIEEE Symposium on Computational Intelligence for Communication Systems and Networks, CIComms 2013, Apr 2013, Singapore, Singapore. pp.31-38, ⟨10.1109/CICommS.2013.6582851⟩ |
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Summarizing Fuzzy Decision Forest by subclass discoveryIEEE International Conference on Fuzzy Systems, FUZZIEEE’2013, Jul 2013, Hyderabad, India. pp.1-6, ⟨10.1109/FUZZ-IEEE.2013.6622579⟩ |
Hierarchical Model for Rank Discrimination Measures12th 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⟩ |
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Monotone Classification with Decision TreesThe 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⟩ |
Fuzzy Decision Trees for Dynamic DataIEEE Symposium on Evolving and Adaptive Intelligent Systems - EAIS'2013, Apr 2013, Singapore, Singapore. pp.17-24, ⟨10.1109/EAIS.2013.6604100⟩ |
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Gradual Fuzzy Decision Trees to Help Medical DiagnosisThe Fuzz-IEEE'2012 Conference, Jun 2012, Brisbane, Australia. pp.602-607, ⟨10.1109/FUZZ-IEEE.2012.6251147⟩ |
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An Ellipsoidal K-Means for Document ClusteringIEEE 12th International Conference on Data Mining (ICDM 2012), Dec 2012, Bruxelles, Belgium. pp.221-230, ⟨10.1109/ICDM.2012.126⟩ |
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Weather-Based Solar Energy PredictionThe Fuzz-IEEE'2012 Conference, Jun 2012, Brisbane, Australia. pp.587-593, ⟨10.1109/FUZZ-IEEE.2012.6251145⟩ |
Incremental Tuning of Fuzzy Decision TreesThe 6th International Conference on Soft Computing and Intelligent Systems (SCIS-ISIS), Nov 2012, Kobe, Japan. pp.2061-2064, ⟨10.1109/SCIS-ISIS.2012.6505342⟩ |
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Hybrid Learning System for Adaptive Complex Event ProcessingInternational Conference on Adaptive and Intelligent Systems (ICAIS'11), Sep 2011, Klagenfurt, Austria. pp.260-271, ⟨10.1007/978-3-642-23857-4_27⟩ |
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Characterizing Forest of Fuzzy Decision Trees ErrorsThe 4th International Conference of the ERCIM WG on COMPUTING & STATISTICS (ERCIM'11), Dec 2011, London, United Kingdom |
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Double-linear fuzzy interpolation methodIEEE International Conference on Fuzzy Systems FUZZIEEE'2011, Jun 2011, Taipei, Taiwan. pp.455-462, ⟨10.1109/FUZZY.2011.6007693⟩ |
Interval Logic for Design and Maintenance of Complex Event Processing SystemsThe 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⟩ |
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Quality of Measures for Attribute Selection in Fuzzy Decision TreesThe International Conference on Fuzzy Systems, Jul 2010, Barcelona, Spain. pp.1-8, ⟨10.1109/FUZZY.2010.5584283⟩ |
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Real-time Billboard Trademark Detection and Recognition in Sports VideoInternational Conference on Information and Multimedia Technology (ICIMT 2010), Dec 2010, Hong-Kong, China. pp.137-142 |
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Optimization of a Fuzzy Decision Trees Forest with Artificial Ant Based ClusteringThe International Conference of Soft Computing and Pattern Recognition, SOCPAR, Dec 2010, Paris, France. pp.1-5, ⟨10.1109/SOCPAR.2010.5686103⟩ |
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Validation de mesures de sélection d'attributs en apprentissage inductifconférence LFA 2010, Nov 2010, Lannion, France. pp.192-199 |
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An intelligent assistant to support students and to prevent them from dropoutThe First International Conference on Computer Supported Education (CSEDU'09), Mar 2009, Lisboa, Portugal. pp.167-172 |
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Goalmouth Detection in Field-Ball Game Video Using Fuzzy Decision TreeFifth International Conference on Image and Graphics (ICIG'09), Sep 2009, Xi'an, China. pp.917-921, ⟨10.1109/ICIG.2009.103⟩ |
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Utilisation de concepts visuels et de la diversité visuelle pour améliorer la recherche d'imagesConférence en Recherche d'Informations et Applications (CORIA'09), May 2009, Toulon, France. pp.83-98 |
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Exploiting Visual Concepts to Improve Text-Based Image RetrievalEuropean Conference on Information Retrieval (ECIR), Apr 2009, Toulouse, France. pp.701 - 705, ⟨10.1007/978-3-642-00958-7_70⟩ |
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Using Visual Concepts and Fast Visual Diversity to Improve Image Retrieval9th Workshop of the Cross-Language Evaluation Forum (CLEF 2008), Sep 2008, Aarhus, Denmark. pp.577-584, ⟨10.1007/978-3-642-04447-2_71⟩ |
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A Fuzzy Decision Tree Based Approach to Characterize Medical DataThe IEEE International Conference on Fuzzy Systems (Fuzz-IEEE'2009), Aug 2009, Jeju Island, South Korea. pp.1332-1337, ⟨10.1109/FUZZY.2009.5277106⟩ |
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Modèles flous d'adaptation en raisonnement par casconférence LFA 2009, 2009, Annecy, France. pp.167-172 |
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Fuzzy Analogical Model of Adaptation for Case-Based ReasoningIFSA-EUSFLAT 2009, Jul 2009, Lisbon, Portugal. pp.1625-1630 |
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Data Mining with Ensemble of Fuzzy Decision TreesThe Symposium on Computational Intelligence and Data Mining (CIDM'09), Mar 2009, Nashville, United States. pp.348-354, ⟨10.1109/CIDM.2009.4938670⟩ |
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A model to manage learner's motivation: a use-case for an academic schooling intelligent assistant4th European Conference on Technology Enhanced Learning (EC-TEL 09), Sep 2009, Nice, France. pp.633-638, ⟨10.1007/978-3-642-04636-0_60⟩ |
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Computational intelligence at the service of peaceThe IEEE WCCI 2008 Workshop on Applications of Computational Intelligence to Benefit Society, Jun 2008, Hong Kong, Hong Kong SAR China. pp.51-58 |
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Adaptive Acceleration and Shot Stacking for Video Rushes SummarizationThe 2nd ACM TRECVid Video Summarization Workshop (TVS '08), Oct 2008, Vancouver, Canada. pp.109-113, ⟨10.1145/1463563.1463583⟩ |
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High Scale Video Mining with Forests of Fuzzy Decision TreesThe 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⟩ |
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Fuzzy Inductive Learning: Principles and Applications in Data MiningInternational Conference on Intelligent System & Knowledge Engineering, Nov 2008, Xiamen, China. pp.1-4, ⟨10.1109/ISKE.2008.4730885⟩ |
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UPMC-LIP6 at TrecVid'08: Balanced and Unbalanced Forests of Fuzzy Decision Trees for High-Level Feature DetectionTRECVID 2008 workshop participants notebook papers, Nov 2008, Gaithersburg, MD, United States |
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Video rushes summarization by adaptive acceleration and stacking of shotsThe 1st ACM Workshop on Video Summarization - TVS 2007 (part of ACM Multimedia'07), Sep 2007, Augsburg, Germany. pp.65-69, ⟨10.1145/1290031.1290043⟩ |
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Forest of Fuzzy Decision Trees and their Application in Video Mining5th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT'07), Sep 2007, Ostrava, Czech Republic. pp.345-352 |
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High-Level Feature Detection with Forests of Fuzzy Decision Trees combined with the RankBoostTRECVID 2007 workshop participants notebook papers, Nov 2007, Gaithersburg, MD, United States |
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Crisis Risk Assessment and Early WarningIPMU 2006, industrial track, Jul 2006, Paris, France. pp.33-36 |
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University of Paris 6 at TRECVID 2006: Forest of Fuzzy Decision Trees for High-Level Feature ExtractionTREC Video Retrieval Evaluation, 2006, Gaithersburg, United States |
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Extension of hierarchical model for fuzzy measures of discriminationIPMU Conference, Jul 2006, Paris, France. pp.1284-1291 |
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Ranking Attributes to Build Fuzzy Decision Trees: a Comparative Study of MeasuresIEEE International Conference on Fuzzy Systems, Jul 2006, Vancouver, Canada. pp.1777-1783, ⟨10.1109/FUZZY.2006.1681946⟩ |
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A general theory of conditional decomposable information measuresInternational Conference IPMU 2006, Jul 2006, Paris, France. pp.97-104 |
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Discrimination-based criteria for the evaluation of classifiers7th International Conference on Flexible Query-Answering Systems, FQAS 2006, Jun 2006, Milan, Italy. pp.552-563, ⟨10.1007/11766254_47⟩ |
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Fuzzy Decision Tree for User Modeling from Human-Computer Interactions5th International Conference on Human System Learning (ICHSL'05), Nov 2005, Marrakech, Morocco. pp.287-302 |
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Country Risk Ratings: A new Methodology to Assess Internal Conflicts risks3rd European Conference on Risk Management, 2005, Antwerp, Belgium |
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From fuzzy questionnaires to fuzzy decision trees: 30 years of research in fuzzy learningBISCSE 2005 workshop, Nov 2005, Berkeley, United States |
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University of Paris 6 at TRECVID 2005: High-Level Feature ExtractionTRECVID 2005 workshop participants notebook papers, Nov 2005, Gaithersburg, MD, United States |
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Selection of attributes for fuzzy decision treesWorkshop on Soft Computing for Information Mining, in the 27th 27th German Conference on Artificial Intelligence, Sep 2004, Ulm, Germany |
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Measures of information for inductive learning10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jul 2004, Perugia, Italy. pp.1495-1502 |
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Comparison of techniques for the construction of decision treesInternational Conference on Intelligent and Adaptive Systems and Software Engineering (IASSE'04), Jul 2004, Nice, France. pp.58-62 |
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Measures of Discrimination for the Construction of Fuzzy Decision TreesFIP'03 - International Conference on Fuzzy Information Processing, Mar 2003, Beijing, China. pp.709-714 |
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Fuzzy Data Mining for VideoEUSFLAT'03 - 3rd Conference of the European Society for Fuzzy Logic and Technology, Sep 2003, Zittau, Germany. pp.73-78 |
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Choice of a method for the construction of fuzzy decision treesFUZZ '03 - 12th IEEE International Conference on Fuzzy Systems, May 2003, St Louis, MO, United States. pp.584-589, ⟨10.1109/FUZZ.2003.1209429⟩ |
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Fuzzy Multimedia Mining Applied to Video News9th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU'02), Jul 2002, Annecy, France. pp.1001-1008 |
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Improving the interpretability of fuzzy models by means of linguistic modifiersFSTA 2002 - International Conference on Fuzzy Sets Theory and Its Applications, 2002, Liptovsky Mikulas, Slovakia |
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Linguistic modifiers and measures of similarity or resemblance9th IFSA World Congress, Jul 2001, Vancouver, Canada. pp.2195-2199, ⟨10.1109/NAFIPS.2001.944410⟩ |
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Interpolative reasoning with multi-variable rules9th IFSA World Congress, Jul 2001, Vancouver, Canada. pp.2476-2481, ⟨10.1109/NAFIPS.2001.944461⟩ |
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A comparative view of interpolation methods between sparse fuzzy rules9th IFSA World Congress (IFSA 2001), Jul 2001, Vancouver, BC, Canada. pp.2499-2504, ⟨10.1109/NAFIPS.2001.943615⟩ |
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Fuzzy Inductive Learning for Multimedia MiningEUSFLAT'2001 - 2nd International Conference in Fuzzy Logic and Technology, Sep 2001, Leicester, United Kingdom. pp.390-393 |
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Uncertainty management in the recognition of a new odorIPMU 2000 - 8th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jul 2000, Madrid, Spain. pp.1924-1927 |
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Construction of fuzzy classes by fuzzy partitioningFlexible Query Answering Systems, Oct 2000, Warsaw, Poland. pp.497-506, ⟨10.1007/978-3-7908-1834-5_46⟩ |
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Coopération entre un système d'extraction de connaissances floues et un système de gestion de bases de données multidimensionnellesRencontres Francophones sur la Logique Floue et ses Applications (LFA'2000), Oct 2000, La Rochelle, France. pp.325-332 |
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Possibilistic conditional eventsIPMU 2000 - 8th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jul 2000, Madrid, Spain. pp.1561-1566 |
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Independence and possibilistic conditioningWorkshop on Partial Knowledge and Uncertainty: independence, conditioning, inference, May 2000, Roma, Italy |
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Interpolative model for fuzzy arithmeticFUZZ IEEE 2000 - 9th IEEE International Conference on Fuzzy Systems, May 2000, San Antonio, United States. pp.633-635, ⟨10.1109/FUZZY.2000.839066⟩ |
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Fuzzy Data Mining from Multidimensional DatabasesInternational Symposium on Computational Intelligence, (ISCI'2000), Aug 2000, Kosice, Slovakia. pp.278-283 |
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Interpolative reasoning based on gradualityFuzz-IEEE 2000 - 9th IEEE International Conference on Fuzzy Systems, May 2000, San Antonio, United States. pp.483-487, ⟨10.1109/FUZZY.2000.838707⟩ |
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Raisonnement interpolatif à partir de schéma analogique flouJournées Nationales sur les Modèles de Raisonnements, Mar 1999, Paris, France |
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Analogy and Fuzzy Interpolation in the case of Sparse RulesSecond International Conference on Soft and Intelligent Computing, 1999, Budapest, Hungary. pp.132-136 |
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Analytical Structure of Hierarchical DiscriminationFUZZ-IEEE'99 Conference, Aug 1999, Seoul, South Korea. pp.1050-1053, ⟨10.1109/FUZZY.1999.793098⟩ |
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Fuzzy deductive reasoning and analogical schemeEUSFLAT-ESTYL Joint Conference, Sep 1999, Palma de Mallorca, Spain. pp.139-142 |
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An adaptable system to construct fuzzy decision trees18th 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⟩ |
Hierarchical Model for Discrimination MeasuresIFSA'99 - 8th International Fuzzy Systems Association World Congress, Aug 1999, Taipei, Taiwan. pp.339-343 |
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Fuzzy Spatial OQL for Fuzzy Knowledge Discovery in Databases, Principles of Data Mining and Knowledge Discovery2nd European Symposium PKDD'98, Sep 1998, Nantes, France. pp.246-254, ⟨10.1007/BFb0094826⟩ |
Analogy and fuzzy deductive reasoningNorth American Fuzzy Information Processing Society, Aug 1998, Pensacola, FL, United States. pp.101-104, ⟨10.1109/NAFIPS.1998.715545⟩ |
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Analogy as a basis of various forms of reasoning7th International Conference on Intelligent Systems, 1998, Fontainebleau, France |
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Construction Methods of Fuzzy Decision TreesJCIS'98, Oct 1998, Durham, North Carolina, United States. pp.17-20 |
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Stability of fuzzy decision trees when classifying evolving observationsThird International FLINS Worshop on Fuzzy Logic and Intelligent Technologies for Nuclear Science and Industry, 1998, Anvers, Belgium |
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Spatial Data Mining with Fuzzy Decision TreesInternational Conference on Data Mining, 1998, Rio de Janeiro, Brazil. pp.235-248 |
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Application of Fuzzy Rule Induction to Data MiningFQAS'98 - 3rd International Conference on Flexible Query Answering Systems, May 1998, Roskilde, Denmark. pp.260-271, ⟨10.1007/BFb0056007⟩ |
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Construction d'arbres de décision flous : le système SalammbôLFA'98, 1998, Rennes, France. pp.171-176 |
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Recognition of Odors: a Fuzzy Decision Tree ApproachSeventh International Conference IPMU, Jul 1998, Paris, France. pp.532-539 |
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Several Forms of Fuzzy Analogical Reasoning6th IEEE International Conference on Fuzzy Systems, Fuzz'IEEE'97, Jul 1997, Barcelona, Spain. pp.45--50, ⟨10.1109/FUZZY.1997.616342⟩ |
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Forests of Fuzzy Decision TreesIFSA'97 - Seventh International Fuzzy Systems Association World Congress, Jun 1997, Prague, Czech Republic |
Inductive views of generalizationEUFIT'97 - 5th European Congress on Intelligent Techniques and Soft Computing, Sep 1997, Aachen, Germany. pp.939-941 |
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Comment classer des objets imparfaitement décrits ?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 |
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Apprentissage en Environnememt ImparfaitAFCET, AFCET, Oct 1995, Toulouse, France |
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Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications394, 2021, Studies in Fuzziness and Soft Computing, ⟨10.1007/978-3-030-54341-9⟩ |
Uncertainty and intelligent information systemsWorld Scientific, 2008, 978-981-279-234-1 |
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Traitement de données complexes et commande en logique floueHermès-Lavoisier, 2003, Traité IC2, série Informatique et Systèmes d'Information |
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Logique floue : principes, aide à la décisionHermès-Lavoisier, 2003, Traité IC2, série Informatique et Systèmes d'Information |
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Classification of 3D objects by random extraction of discriminant sub-parts for the study of the sub-soil in oil prospectingAdvances in Knowledge Discovery and Management, In press |
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Entropy measures and views of informationJ. 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⟩ |
Fuzzy modifiers at the core of interpretable fuzzy systemsFifty 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⟩ |
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High Scale Fuzzy Video MiningScalable 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⟩ |
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Towards a General Theory of Conditional Decomposable Information MeasuresUncertainty and intelligent information systems, World Scientific, pp.47-59, 2008 |
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Real world fuzzy logic applications in data mining and information retrievalFuzzy 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⟩ |
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ConclusionLogique floue : principes, aide à la décision, pp.245-247, 2003 |
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Apprentissage et extraction de connaissancesTraitement de données complexes et commande en logique floue, Hermès-Lavoisier, pp.153-198, 2003, Traité IC2, série Informatique et Systèmes d'Information |
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Méthodes de raisonnementLogique floue : principes, aide à la décision, Hermès-Lavoisier, pp.121-147, 2003, Traité IC2, série Informatique et Systèmes d'Information |
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Improvement of the Interpretability of Fuzzy Rule Based Systems: Quantifiers, Similarities and AggregatorsModelling with Words, 2873, Springer, pp.102-123, 2003, Lecture Notes in Artificial Intelligence, ⟨10.1007/978-3-540-39906-3_6⟩ |
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Conditional possibility and necessityTechnologies 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⟩ |
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Fuzzy partitioning methods.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⟩ |
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Analogy as a Basis of Various Forms of Approximate ReasoningB. 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⟩ |
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Fuzzy Decision Trees to Extract Features of Odorous MoleculesUncertainty in Intelligent and Information Systems, World Scientific, pp.235-249, 2000, ⟨10.1142/9789812792563_0019⟩ |
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Learning Fuzzy Decision RulesFuzzy 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⟩ |
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Learning from Imperfect DataFuzzy set methods in information engineering : a guided tour of applications, John Wiley and Sons, 1997 |
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Fuzzy Decision Trees and DatabasesFlexible Query-Answering Systems, Kluwer, pp.277-288, 1997, ⟨10.1007/978-1-4615-6075-3_14⟩ |