A Deep Reinforcement Learning Approach for Early Classification of Time Series. - Coralie Martinez; Guillaume Perrin; Emmanuel Ramasso; Michèle Rombaut (EUSIPCO, 2018)

Clinical grade SpO2 prediction through semi-supervised learning. - Gurvan Priem; Coralie Martinez; Quentin Bodinier; Guy Carrault (BIBE, 2020)

Adaptive early classification of temporal sequences using deep reinforcement learning. - Coralie Martinez; Emmanuel Ramasso; Guillaume Perrin; Michèle Rombaut (Knowl. Based Syst., 2020)