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ORCIDChristophe Gabreau
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2020 – today
- 2024
[j2]Guillaume Vidot
, Christophe Gabreau, Ileana Ober, Iulian Ober:
Qualification of Avionic Software Based on Machine Learning: Challenges and Key Enabling Domains. J. Aerosp. Inf. Syst. 21(5): 367-379 (2024)- [j1]Mélanie Ducoffe, Christophe Gabreau, Ileana Ober, Iulian Ober, Guillaume Vidot:
Certification of avionic software based on machine learning: the case for formal monotony analysis. Int. J. Softw. Tools Technol. Transf. 26(2): 189-205 (2024) - [i4]Noémie Cohen, Mélanie Ducoffe, Ryma Boumazouza, Christophe Gabreau, Claire Pagetti, Xavier Pucel, Audrey Galametz:
Verification for Object Detection - IBP IoU. CoRR abs/2403.08788 (2024) - [i3]Cyril Cappi, Noémie Cohen, Mélanie Ducoffe, Christophe Gabreau, Laurent Gardes, Adrien Gauffriau, Jean-Brice Ginestet, Franck Mamalet, Vincent Mussot, Claire Pagetti, David Vigouroux:
How to design a dataset compliant with an ML-based system ODD? CoRR abs/2406.14027 (2024) - 2022
- [c3]Guillaume Vidot, Mélanie Ducoffe, Christophe Gabreau, Ileana Ober, Iulian Ober:
Formal Monotony Analysis of Neural Networks with Mixed Inputs: An Asset for Certification. FMICS 2022: 15-31 - 2021
- [c2]Christophe Gabreau, Béatrice Pesquet-Popescu, Fateh Kaakai, Baptiste Lefèvre:
Artificial Intelligence for Future Skies: On-going Standardization Activities to Build the Next Certification/Approval Framework for Airborne and Ground Aeronautic Products. AISafety@IJCAI 2021 - [c1]Mathieu Damour, Florence de Grancey, Christophe Gabreau, Adrien Gauffriau, Jean-Brice Ginestet, Alexandre Hervieu, Thomas Huraux, Claire Pagetti, Ludovic Ponsolle, Arthur Clavière:
Towards Certification of a Reduced Footprint ACAS-Xu System: A Hybrid ML-Based Solution. SAFECOMP 2021: 34-48 - [i2]Hervé Delseny, Christophe Gabreau, Adrien Gauffriau, Bernard Beaudouin, Ludovic Ponsolle, Lucian Alecu, Hugues Bonnin, Brice Beltran, Didier Duchel, Jean-Brice Ginestet, Alexandre Hervieu, Ghilaine Martinez, Sylvain Pasquet, Kevin Delmas, Claire Pagetti, Jean-Marc Gabriel, Camille Chapdelaine, Sylvaine Picard, Mathieu Damour, Cyril Cappi, Laurent Gardès, Florence de Grancey, Eric Jenn, Baptiste Lefèvre, Grégory Flandin, Sébastien Gerchinovitz, Franck Mamalet, Alexandre Albore:
White Paper Machine Learning in Certified Systems. CoRR abs/2103.10529 (2021) - [i1]Guillaume Vidot, Christophe Gabreau, Ileana Ober, Iulian Ober:
Certification of embedded systems based on Machine Learning: A survey. CoRR abs/2106.07221 (2021)
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