Rethinking driving style recognition: A prediction error-based method. - Junjie Hu; Dongsheng Gao; Cheng Hu; Jaeyoung Jay Lee; Hanchu Zhou; Mohamed Abdel-Aty (Adv. Eng. Informatics, 2026)

Harnessing the integrated statistical machine learning for traffic crash injury-severity modeling. - Pengfei Cui; Chenzhu Wang; Mohamed Abdel-Aty; Xiaobao Yang; Xingchen Zhang; Lishan Sun (Reliab. Eng. Syst. Saf., 2026)

An Integrated Causal Inference Framework for Traffic Safety Modeling with Semantic Street-View Visual Features. - Lishan Sun; Yujia Cheng; Pengfei Cui; Lei Han; Mohamed Abdel-Aty; Yunhan Zheng; Xingchen Zhang (CoRR, 2026)

Physics-Informed Teacher-Student Ensemble Learning for Traffic State Estimation with a Varying Speed Limit Scenario. - Archie J. Huang; Dongdong Wang; Shaurya Agarwal; Mohamed Abdel-Aty; Md. Mahmudul Islam; Muhammad Shahbaz (CoRR, 2026)