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Publications

Generation of Textual Explanations in XAI: the Case of Semantic Annotation

IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2021
Jean-Philippe POLI, Wassila OUERDANE, Régis PIERRARD
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Topography-based Fuzzy Assessment of Runoff Area with 3D Spatial Relations

IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2021
Clément IPHAR, Laurence BOUDET, Jean-Philippe POLI
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Spatial relation learning for explainable image classification and annotation in critical applications

Artificial Intelligence, 2021
Régis PIERRARD, Jean-Philippe POLI, Céline HUDELOT
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Min-max inference for Possibilistic Rule-Based System

IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2021
Ismaïl BAAJ, Jean-Philippe POLI, Wassila OUERDANE, Nicolas MAUDET
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Embedded Feature Construction in Fuzzy Decision Tree Induction for High Energy Physics Classification

2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2020
Noëlie CHERRIER, Jean-Philippe POLI, Maxime DEFURNE, Franck SABATIÉ
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Explainable Classification and Annotation through Relation Learning and Reasoning

PhD, 2020
Régis PIERRARD
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SIMD-based Exact Parallel Fuzzy Dilation Operator for Fast Computing of Fuzzy Spatial Relations

Proceedings of the 2020 Sixth Workshop on Programming Models for SIMD/Vector Processing, 2020
Régis PIERRARD, Laurent CABARET, Jean-Philippe POLI, Céline HUDELOT
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Situational Assessment of Wildfires: a Fuzzy Spatial Approach

2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI), 2020
Laurence BOUDET, Jean-Philippe POLI, Louis-Pierre BERGÉ, Michel RODRIGUEZ
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Fuzzy Classifiers for Chemical Compound Recognition from SAW Sensors Signals

2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI), 2020
Edwin FRIEDMANN, Jean-Philippe POLI, Olivier HOTEL, Christine MER-CALFATI
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Fuzzy4U: A fuzzy logic system for user interfaces adaptation

International Conference on Research Challenges in Information Science, 2019
Tanguy GIUFFRIDA, Sophie DUPUY-CHESSA, Jean-Philippe POLI, Eric CÉRET
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Some Insights Towards a Unified Semantic Representation of Explanation for eXplainable Artificial Intelligence (XAI)

1st Workshop on Interactive Natural Language Technology for Explainable Artificial Intelligence, 2019
Ismaïl BAAJ, Jean-Philippe POLI, Wassila OUERDANE
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Fuzzy4U : un moteur d’adaptation en logique floue pour l’accessibilité des interfaces utilisateurs

Association Francophone d'Interaction Homme-Machine (AFIHM) Vol. 8(1), 2019
Tanguy GIUFFRIDA, Sophie DUPUY-CHESSA, Jean-Philippe POLI, Eric CÉRET
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Apprentissage de relations floues pour l’annotation sémantique expliquée avec peu de données

Rencontres des Jeunes Chercheurs en Intelligence Artificielle 2019, 2019
Régis PIERRARD, Jean-Philippe POLI, Céline HUDELOT
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A New Approach for Explainable Multiple Organ Annotation with Few Data

IJCAI 2019 Workshop on Explainable Artificial Intelligence (XAI), 2019
Régis PIERRARD, Jean-Philippe POLI, Céline HUDELOT
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Consistent Feature Construction with Constrained Genetic Programming for Experimental Physics

Congress on Evolutionary Computation, 2019
Noëlie CHERRIER, Jean-Philippe POLI, Maxime DEFURNE, Franck SABATIÉ
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Système a base de règles floues pour la reconnaissance de composés chimiques

LFA 2019 - Rencontres Francophones sur la Logique Floue et ses Applications, 2019
Edwin FRIEDMANN, Jean-Philippe POLI
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Natural Language Generation of Explanations of Fuzzy Inference Decisions

IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2019
Ismaïl BAAJ, Jean-Philippe POLI
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Règles spatiales floues et SIG pour l’évaluation d’un risque : le cas des feux de forêt

LFA 2019 - Rencontres Francophones sur la Logique Floue et ses Applications, 2019
Laurence BOUDET, Jean-Philippe POLI, Louis-Pierre BERGÉ, Michel RODRIGUEZ
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BIM4VET, Towards BIM Training Recommendation for AEC Professionals

Advances in Informatics and Computing in Civil and Construction Engineering, 2018
Annie GUERRIERO, Sylvain KUBICKI, Valérie MAQUIL, Nico MACK, Yassine REZGUI, Haijiang LI, Simon LAMB, Alex BRADLEY, Jean-Philippe POLI
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A Fuzzy Close Algorithm for Mining Fuzzy Association Rules

International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2018
Régis PIERRARD, Jean-Philippe POLI, Céline HUDELOT
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Learning Fuzzy Relations and Properties for Explainable Artificial Intelligence

IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2018
Régis PIERRARD, Jean-Philippe POLI, Céline HUDELOT
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Design of a Decision Support System for Buried Pipeline Corrosion Assessment

International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2018
Laurence BOUDET, Jean-Philippe POLI, Alicia BEL, François CASTILLON, Frédéric GAIGNE, Olivier CASULA
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Fuzzy4U : un système en logique floue pour l’adaptation des interfaces utilisateur

30eme conférence francophone sur l'interaction homme-machine, 2018
Tanguy GIUFFRIDA, Sophie DUPUY-CHESSA, Jean-Philippe POLI, Eric CÉRET
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Material Classification from Imprecise Chemical Composition: Probabilistic vs Possibilistic Approach

IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2018
Arnaud GRIVET SÉBERT, Jean-Philippe POLI
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Fuzzy Rule Learning for Material Classification from Imprecise Data

International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2018
Arnaud GRIVET SÉBERT, Jean-Philippe POLI
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A fuzzy expert system architecture for data and event stream processing

Fuzzy Sets and Systems vol.343, 2018
Jean-Philippe POLI, Laurence BOUDET
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Online Spatio-Temporal Fuzzy Relations

IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2018
Jean-Philippe POLI, Laurence BOUDET, Jean-Marie LE YAOUANC
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Online Fuzzy Temporal Operators for Complex System Monitoring

European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 2017
Jean-Philippe POLI, Laurence BOUDET, Bruno ESPINOSA, Laurence CORNEZ
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Vers la classification de matériaux à partir de compositions chimiques incertaines

26e Rencontres francophones sur la Logique Floue et ses Applications, 2017
Arnaud GRIVET SÉBERT, Jean-Philippe POLI
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Online temporal reasoning for event and data streams processing

IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2016
Jean-Philippe POLI, Laurence BOUDET, David MERCIER
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A modular fuzzy expert system architecture for data and event streams processing

International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016
Jean-Philippe POLI, Laurence BOUDET
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Touch interface for guided authoring of expert systems rules

IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2016
Jean-Philippe POLI, Jean-Paul LAURENT
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Une architecture moderne de système expert flou pour le traitement des flux d'information

LFA 2015 - Rencontres francophones sur la Logique Floue et ses Applications, 2015
Jean-Philippe POLI, Laurence BOUDET
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Touch interface for the knowledge edition in artifice intelligence tools

IHM '15: Proceedings of the 27th Conference on l'Interaction Homme-Machine, 2015
Jean-Philippe POLI, Jean-Paul LAURENT
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Apprentissage automatique de règles floues et interprétabilité : application au classement d'événements sismiques

LFA 2015 - Rencontres francophones sur la Logique Floue et ses Applications, 2015
Laurence CORNEZ, Alberto DONIZETTI
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A fuzzy spatio-temporal-based approach for activity recognition

International Conference on Conceptual Modeling, 2012
Jean-Marie LE YAOUANC, Jean-Philippe POLI
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Interpretability in Fuzzy Systems Optimization: A Topological Approach

Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2012
Ricardo DE ALDAMA, Michaël AUPETIT
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