Using Naturalistic Vehicle-Based Data to Predict Distraction and Environmental Demand. - Dina Kanaan; Suzan Ayas; Birsen Donmez; Martina Risteska; Joyita Chakraborty (Int. J. Mob. Hum. Comput. Interact., 2019)

Drowsiness Mitigation Through Driver State Monitoring Systems: A Scoping Review. - Suzan Ayas; Birsen Donmez; Xing Tang (Hum. Factors, 2024)

Towards Generalizable Drowsiness Monitoring with Physiological Sensors: A Preliminary Study. - Jiyao Wang; Suzan Ayas; Jiahao Zhang; Xiao Wen; Dengbo He; Birsen Donmez (CoRR, 2025)