Spatial relation learning for explainable image classification and annotation in critical applications
Pierrard, Régis, Poli, Jean-Philippe, Hudelot, Céline
Published in Artificial intelligence (01.03.2021)
Published in Artificial intelligence (01.03.2021)
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Journal Article
Generation of Textual Explanations in XAI: the Case of Semantic Annotation
Poli, Jean-Philippe, Ouerdane, Wassila, Pierrard, Regis
Published in 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (11.07.2021)
Published in 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (11.07.2021)
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Conference Proceeding
Topography-based Fuzzy Assessment of Runoff Area with 3D Spatial Relations
Iphar, Clement, Boudet, Laurence, Poli, Jean-Philippe
Published in 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (11.07.2021)
Published in 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (11.07.2021)
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Conference Proceeding
Natural Language Generation of Explanations of Fuzzy Inference Decisions
Baaj, Ismail, Poli, Jean-Philippe
Published in 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (01.06.2019)
Published in 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (01.06.2019)
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Conference Proceeding
Min-max inference for Possibilistic Rule-Based System
Baaj, Ismail, Poli, Jean-Philippe, Ouerdane, Wassila, Maudet, Nicolas
Published in 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (11.07.2021)
Published in 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (11.07.2021)
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Conference Proceeding
Embedded Feature Construction in Fuzzy Decision Tree Induction for High Energy Physics Classification
Cherrier, Noelie, Poli, Jean-Philippe, Defurne, Maxime, Sabatie, Franck
Published in 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (11.10.2020)
Published in 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (11.10.2020)
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Conference Proceeding
Interpretable Machine Learning with Bitonic Generalized Additive Models and Automatic Feature Construction
Cherrier, Noëlie, Mayo, Michael, Poli, Jean-Philippe, Defurne, Maxime, Sabatié, Franck
Published in Discovery Science (15.10.2020)
Published in Discovery Science (15.10.2020)
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Book Chapter
Conference Proceeding
A Multi-Surface Acoustic Wave Sensor Platform for the Detection and Identification of Toxic Gases
Slimani, Mariem, Mer-Calfati, Christine, Poli, Jean-Philippe, Badets, Franck, Friedman, Edwin, Rat, Venceslass, Laroche, Thierry, Saada, Samuel
Published in 2023 IEEE SENSORS (29.10.2023)
Published in 2023 IEEE SENSORS (29.10.2023)
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Conference Proceeding
Design of a Decision Support System for Buried Pipeline Corrosion Assessment
Boudet, Laurence, Poli, Jean-Philippe, Bel, Alicia, Castillon, François, Gaigne, Frédéric, Casula, Olivier
Published in Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications
Published in Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications
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Book Chapter
Towards Monotonous Functions Approximation from Few Data With Gradual Generalized Modus Ponens: Application to Materials Science
Hajri, Hiba, Poli, Jean-Philippe, Boudet, Laurence
Published in 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI) (01.11.2021)
Published in 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI) (01.11.2021)
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Conference Proceeding
Consistent Feature Construction with Constrained Genetic Programming for Experimental Physics
Cherrier, Noelie, Poli, Jean-Philippe, Defurne, Maxime, Sabatie, Franck
Published in 2019 IEEE Congress on Evolutionary Computation (CEC) (01.06.2019)
Published in 2019 IEEE Congress on Evolutionary Computation (CEC) (01.06.2019)
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Conference Proceeding