Evaluating Explanation Methods of Multivariate Time Series Classification through Causal Lenses. - Etienne Vareille; Adel Abbas; Michele Linardi; Vassilis Christophides (DSAA, 2023)

Towards Explainable AI4EO: An Explainable Deep Learning Approach for Crop Type Mapping using Satellite Images Time Series. - Adel Abbas; Michele Linardi; Etienne Vareille; Vassilis Christophides; Claudia Paris (IGARSS, 2023)

ChronoEpilogi: Scalable Time Series Selection with Multiple Solutions. - Etienne Vareille; Michele Linardi; Ioannis Tsamardinos; Vassilis Christophides (NeurIPS, 2024)