An Explainable Model for EEG Seizure Detection based on Connectivity Features. - Mohamad Mansour 002; Fouad Khnaisser; Hmayag Partamian (CoRR, 2020)

On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations. - Julia El Zini; Mohamad Mansour 002; Basel Mousi; Mariette Awad (AIAI (2), 2022)

CEnt: An Entropy-based Model-agnostic Explainability Framework to Contrast Classifiers' Decisions. - Julia El Zini; Mohamad Mansour 002; Mariette Awad (CoRR, 2023)