Concepedia

Jinghui Yuan

JY

Statistics

Publications

31

Citations

2.6K

H-Index

26

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 traffic safety, road safety, and traffic engineering.

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 · 373 citations

Computing, Computer Science, Data Science +12

Predicting real-time traffic conflicts using deep learning

Nicolette Formosa, Mohammed Quddus, Stephen Ison et al. · Accident Analysis & Prevention · 2020 · 215 citations · Full text

Computing, Transportation Planning, Conflict Analysis +13

Crash data augmentation using variational autoencoder

Zubayer Islam, Mohamed Abdel‐Aty, Qing Cai et al. · Accident Analysis & Prevention · 2020 · 204 citations

Computing, Computer Science, Data Engineering +11

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 · 195 citations

Computing, Computer Science, Data Science +14

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 · 192 citations

Engineering, Aerospace Engineering, Computer Vision +10

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