Pei Li

Real-time crash risk prediction on arterials based on LSTM-CNN

Pei Li, Mohamed Abdel‐Aty, Jinghui Yuan · Accident Analysis & Prevention · 2019 · 353 citations

Engineering, Machine Learning, Data Science +5

Prediction of Pedestrian Crossing Intentions at Intersections Based on Long Short-Term Memory Recurrent Neural Network

Shile Zhang, Mohamed Abdel‐Aty, Jinghui Yuan et al. · Transportation Research Record Journal of the Transportation Research Board · 2020 · 76 citations

Traffic Violations, Machine Learning, Engineering +16

Prediction of pedestrian-vehicle conflicts at signalized intersections based on long short-term memory neural network

Shile Zhang, Mohamed Abdel‐Aty, Qing Cai et al. · Accident Analysis & Prevention · 2020 · 65 citations

Intelligent Traffic Management, Engineering, Machine Learning +8

A Deep Learning Approach to Detect Real-Time Vehicle Maneuvers Based on Smartphone Sensors

Pei Li, Mohamed Abdel‐Aty, Qing Cai et al. · IEEE Transactions on Intelligent Transportation Systems · 2020 · 47 citations

Using bus critical driving events as surrogate safety measures for pedestrian and bicycle crashes based on GPS trajectory data

Pei Li, Mohamed Abdel‐Aty, Jinghui Yuan · Accident Analysis & Prevention · 2020 · 44 citations

Engineering, Data Science, Bicycle Crashes +9