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Ryma Boumazouza
Ryma Boumazouza
AI Research scientist, PhD
在 airbus.com 的电子邮件经过验证
标题
引用次数
引用次数
年份
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
372021
A symbolic approach for counterfactual explanations
R Boumazouza, F Cheikh-Alili, B Mazure, K Tabia
International Conference on Scalable Uncertainty Management, 270-277, 2020
102020
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
32024
Surrogate neural networks local stability for aircraft predictive maintenance
M Ducoffe, G Povéda, A Galametz, R Boumazouza, MC Martin, J Baris, ...
International Conference on Formal Methods for Industrial Critical Systems …, 2024
12024
Verification for Object Detection--IBP IoU
N Cohen, M Ducoffe, R Boumazouza, C Gabreau, C Pagetti, X Pucel, ...
arXiv preprint arXiv:2403.08788, 2024
12024
Symbolic Explanations for Multi-Label Classification
R Boumazouza, F Cheikh-Alili, B Mazure, K Tabia
15th International Conference on Agents and Artificial Intelligence (ICAART …, 2023
12023
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
12022
Trustworthy and Explainable Decision-Making for Workforce allocation
G Povéda, R Boumazouza, A Strahl, M Hall, S Quintana-Amate, N Alvarez, ...
arXiv preprint arXiv:2412.10272, 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
ASTERYX: A model-Agnostic SaT-basEd appRoach for sYmbolic and score-based eXplanations (Preprint version)
R Boumazouza, F Cheikh-Alili, B Mazure, K Tabia
2021
Surrogate Neural Networks Local Stability for Aircraft Predictive Maintenance
R Boumazouza, MC Martin, J Baris, D Daverschot, E O’Higgins
Formal Methods for Industrial Critical Systems, 245, 0
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