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)

Multimodal Satellite-Field Data Integration for Scalable Crop-Type Mapping With Limited Labels. - Adel Abbas; Claudia Paris; Andrew Nelson 003 (IEEE Trans. Geosci. Remote. Sens., 2025)