ILIME: Local and Global Interpretable Model-Agnostic Explainer of Black-Box Decision. - Radwa El Shawi; Youssef Sherif; Mouaz H. Al-Mallah; Sherif Sakr (ADBIS, 2019)

Towards Automated Concept-based Decision TreeExplanations for CNNs. - Radwa El Shawi; Youssef Sherif; Sherif Sakr (EDBT, 2021)

Interpretability in healthcare: A comparative study of local machine learning interpretability techniques. - Radwa El Shawi; Youssef Sherif; Mouaz H. Al-Mallah; Sherif Sakr (Comput. Intell., 2021)