205 citations · 652 across the 20 of their papers we have counts for
5 papers · 1 filter
Vehicle-group-based Crash Risk Prediction and Interpretation on Highways
Tianheng Zhu, Ling Wang, Yiheng Feng +2
Previous studies in predicting crash risks primarily associated the number or likelihood of crashes on a road segment with traffic parameters or geometric characteristics, usually…
inTformer: A Time-Embedded Attention-Based Transformer for Crash Likelihood Prediction at Intersections Using Connected Vehicle Data
B M Tazbiul Hassan Anik, Zubayer Islam, Mohamed Abdel-Aty
The real-time crash likelihood prediction model is an essential component of the proactive traffic safety management system. Over the years, numerous studies have attempted to cons…
A Novel Temporal Multi-Gate Mixture-of-Experts Approach for Vehicle Trajectory and Driving Intention Prediction
Renteng Yuan, Mohamed Abdel-Aty, Qiaojun Xiang +2
Accurate Vehicle Trajectory Prediction is critical for automated vehicles and advanced driver assistance systems. Vehicle trajectory prediction consists of two essential tasks, i.e…
Lane Change Intention Recognition and Vehicle Status Prediction for Autonomous Vehicles
Renteng Yuan, Mohamed Abdel-Aty, Xin Gu +2
Accurately detecting and predicting lane change (LC)processes of human-driven vehicles can help autonomous vehicles better understand their surrounding environment, recognize poten…
Using Connected Vehicle Trajectory Data to Evaluate the Effects of Speeding
Jorge Ugan, Mohamed Abdel-Aty, Zubayer Islam
Speeding has been and continues to be a major contributing factor to traffic fatalities. Various transportation agencies have proposed speed management strategies to reduce the amo…