Association Rules Discovery of Deviant Events in Multivariate Time Series: An Analysis and Implementation of the SAX-ARM Algorithm. - Axel Roques; Anne Zhao (Image Process. Line, 2022)

Personalized Convolutional Dictionary Learning of Physiological Time Series. - Axel Roques; Samuel Gruffaz; Kyurae Kim; Alain Oliviero Durmus; Laurent Oudre (AISTATS, 2025)