A Novel Transformer-Based Approach for Detecting Anomalies in Event Logs of Process-Aware Information Systems. - Eman Abd El-Aziz; Radwa Fathalla; Yasser Ismail; Mohamed Shaheen (ICCTA, 2023)

Deep reinforcement learning for data-efficient weakly supervised business process anomaly detection. - Eman Abd El-Aziz; Radwa Fathalla; Mohamed Shaheen (J. Big Data, 2023)

Business Process Anomaly Detection and Root Cause Analysis Using BLSTM-VAE With Attention. - Eman Abd El-Aziz; Radwa Fathalla; Yasser Ismail; Mohamed Shaheen (IEEE Access, 2024)