ASTERYX: A model-Agnostic SaT-basEd appRoach for sYmbolic and score-based eXplanations R Boumazouza, F Cheikh-Alili, B Mazure, K Tabia Proceedings of the 30th ACM International Conference on Information …, 2021 | 30 | 2021 |
A symbolic approach for counterfactual explanations R Boumazouza, F Cheikh-Alili, B Mazure, K Tabia International Conference on Scalable Uncertainty Management, 270-277, 2020 | 8 | 2020 |
A Model-Agnostic SAT-based Approach for Symbolic Explanation Enumeration R Boumazouza, F Cheikh-Alili, B Mazure, K Tabia arXiv preprint arXiv:2206.11539, 2022 | 2 | 2022 |
Symbolic Explanations for Multi-Label Classification R Boumazouza, F Cheikh-Alili, B Mazure, K Tabia 15th International Conference on Agents and Artificial Intelligence 3, 342-349, 2023 | 1 | 2023 |
Verification for Object Detection–IBP IoU N Cohen, M Ducoffe, R Boumazouza, C Gabreau, C Pagetti, X Pucel, ... | | 2024 |
Surrogate Neural Networks Local Stability for Aircraft Predictive Maintenance M Ducoffe, G Povéda, A Galametz, R Boumazouza, MC Martin, J Baris, ... arXiv preprint arXiv:2401.06821, 2024 | | 2024 |
Robustness Assessment of a Runway Object Classifier for Safe Aircraft Taxiing Y Elboher, R Elsaleh, O Isac, M Ducoffe, A Galametz, G Povéda, ... arXiv preprint arXiv:2402.00035, 2024 | | 2024 |
Guidelines to explain machine learning algorithms F Boisnard, R Boumazouza, M Ducoffe, T Fel, E Glize, L Hervier, V Mussot, ... | | 2023 |
Predictive models & reasoning with explanations R Boumazouza Université d'Artois, 2022 | | 2022 |
Modèles prédictifs & raisonnement avec les explications R Boumazouza Artois, 2022 | | 2022 |