Concepedia

Jinghui Yuan

JY

Statistics

Publications

31

Citations

2.5K

H-Index

25

Active since

2018

Affiliations

University of Central Florida(Current)

Southeast University

Tongji University

Oak Ridge National Laboratory

National Transportation Research Center

Jinghui Yuan is an author at University of Central Florida specializing in engineering, transportation engineering, and safety science.

Top concepts

EngineeringTransportation EngineeringSafety ScienceSystems EngineeringData ScienceTraffic EngineeringComputer SciencePredictive AnalyticsMachine LearningInjury Prevention

Publications per year

2018–2023

31

Publications

31

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

Predicting real-time traffic conflicts using deep learning

Nicolette Formosa, Mohammed Quddus, Stephen Ison et al. · Accident Analysis & Prevention · 2020 · 203 citations · Full text

Intelligent Traffic Management, Engineering, Real-time Traffic Conflicts +6

Crash data augmentation using variational autoencoder

Zubayer Islam, Mohamed Abdel‐Aty, Qing Cai et al. · Accident Analysis & Prevention · 2020 · 196 citations

Data Generation, Data Augmentation, Engineering +5

Utilizing UAV video data for in-depth analysis of drivers’ crash risk at interchange merging areas

Xin Gu, Mohamed Abdel‐Aty, Qiaojun Xiang et al. · Accident Analysis & Prevention · 2018 · 189 citations

Crash Risk, Engineering, Video Analysis +12

Real-time crash prediction on expressways using deep generative models

Qing Cai, Mohamed Abdel‐Aty, Jinghui Yuan et al. · Transportation Research Part C Emerging Technologies · 2020 · 189 citations

Engineering, Machine Learning, Data Science +5

1–5 of 31