Binary Classification on French Hospital Data: Benchmark of 7 Machine Learning Algorithms. - Hugo De Oliveira; Martin Prodel; Vincent Augusto (SMC, 2018)

An optimization-based process mining approach for explainable classification of timed event logs. - Hugo De Oliveira; Vincent Augusto; Baptiste Jouaneton; Ludovic Lamarsalle; Martin Prodel; Xiaolan Xie (CASE, 2020)

Optimal process mining of timed event logs. - Hugo De Oliveira; Vincent Augusto; Baptiste Jouaneton; Ludovic Lamarsalle; Martin Prodel; Xiaolan Xie (Inf. Sci., 2020)

Automatic and Explainable Labeling of Medical Event Logs With Autoencoding. - Hugo De Oliveira; Vincent Augusto; Baptiste Jouaneton; Ludovic Lamarsalle; Martin Prodel; Xiaolan Xie (IEEE J. Biomed. Health Informatics, 2020)

Deep Reinforcement Learning-Aided Optimization of Multi-Interface Allocation for Short-Packet Communications. - Hugo De Oliveira; Megumi Kaneko; Lila Boukhatem; Ellen Hidemi Fukuda (IEEE Trans. Cogn. Commun. Netw., 2023)

Smart Band Association for Wireless IoT Networks: a Personalized Federated Multi-Agent Deep Reinforcement Learning Approach. - Hugo De Oliveira; Megumi Kaneko; Lila Boukhatem (VTC Fall, 2024)

Federated Multiagent Deep Reinforcement Learning for Intelligent IoT Wireless Communications: Overview and Challenges. - Hugo De Oliveira; Megumi Kaneko; Lila Boukhatem (IEEE Veh. Technol. Mag., 2024)