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Year
Evidential random forests
A Hoarau, A Martin, JC Dubois, Y Le Gall
Expert Systems with Applications 230, 120652, 2023
192023
Imperfect labels with belief functions for active learning
A Hoarau, A Martin, JC Dubois, Y Le Gall
International Conference on Belief Functions, 44-53, 2022
102022
Real bird dataset with imprecise and uncertain values
C Thierry, A Hoarau, A Martin, JC Dubois, Y Le Gall
International Conference on Belief Functions, 275-285, 2022
92022
Datasets with rich labels for machine learning
A Hoarau, C Thierry, A Martin, JC Dubois, Y Le Gall
2023 IEEE International Conference on Fuzzy Systems (FUZZ), 1-6, 2023
22023
DEMAU: Decompose, Explore, Model and Analyse Uncertainties
A Hoarau, V Lemaire
arXiv preprint arXiv:2409.08105, 2024
2024
Evidential uncertainty sampling strategies for active learning
A Hoarau, V Lemaire, Y Le Gall, JC Dubois, A Martin
Machine Learning 113 (9), 6453-6474, 2024
2024
A mean distance between elements of same class for rich labels
A Hoarau, C Thierry, JC Dubois, Y Le Gall
International Conference on Belief Functions, 207-215, 2024
2024
Méthode crédibiliste pour l'extraction d'incertitudes sans dépendance aux observations
A Hoarau, V Lemaire, A Martin, JC Dubois, Y Le Gall
EGC 2024-24ème conférence francophone sur l'Extraction et la Gestion des …, 2024
2024
Evidential uncertainties on rich labels for active learning
A Hoarau, V Lemaire, A Martin, JC Dubois, YL Gall
arXiv preprint arXiv:2309.12494, 2023
2023
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