A GAN-Augmented CNN Approach for Automated Roadside Safety Assessment of Rural Roadways. - Ali Hassandokht Mashhadi; Abbas Rashidi; Nikola Markovic (J. Comput. Civ. Eng., 2024)

A Hybrid Framework for Predicting Crash Severity in Construction Work Zones Using Knowledge Distillation and Conditional GANs. - Ali Hassandokht Mashhadi; Abbas Rashidi; Juan C. Medina; Nikola Markovic (J. Comput. Civ. Eng., 2025)

Traffic estimation in work zones using a custom regression model and data augmentation. - Ali Hassandokht Mashhadi; Abbas Rashidi; Masoud Hamedi; Nikola Markovic (Comput. Aided Civ. Infrastructure Eng., 2025)