Technical approach
Pattern recognition, machine learning, deep learning.
Example projects
- Safety Analysis at Intersections Using Vehicle Trajectories
- Safety Application Using Connected Vehicle Trajectories: A Demo
Key publications
- Zhang, E., Masoud, N., Zhang, W., & Malhan, R. K. (2024). System for predicting aggressive driving . US Patent Application 17/006,470, filed October 15, 2024.
- Zhang, E., Masoud, N., Bandegi, M., & Malhan, R. K. (2022). Predicting risky driving in a connected vehicle environment . IEEE Transactions on Intelligent Transportation Systems, 23(10), 17177-17188.
- Jeong, H., Jang, Y., Bowman, P. J., & Masoud, N. (2018). Classification of motor vehicle crash injury severity: A hybrid approach for imbalanced data . Accident Analysis & Prevention, 120, 250-261.