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Jinghui Yuan
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Real-time crash risk prediction on arterials based on LSTM-CNN
P Li, M Abdel-Aty, J Yuan
Accident Analysis & Prevention 135, 105371, 2020
2772020
Real-time crash risk prediction using long short-term memory recurrent neural network
J Yuan, M Abdel-Aty, Y Gong, Q Cai
Transportation research record 2673 (4), 314-326, 2019
1622019
Utilizing UAV video data for in-depth analysis of drivers’ crash risk at interchange merging areas
X Gu, M Abdel-Aty, Q Xiang, Q Cai, J Yuan
Accident Analysis & Prevention 123, 159-169, 2019
1552019
Predicting real-time traffic conflicts using deep learning
N Formosa, M Quddus, S Ison, M Abdel-Aty, J Yuan
Accident Analysis & Prevention 136, 105429, 2020
1532020
Real-time crash prediction on expressways using deep generative models
Q Cai, M Abdel-Aty, J Yuan, J Lee, Y Wu
Transportation research part C: emerging technologies 117, 102697, 2020
1332020
Crash data augmentation using variational autoencoder
Z Islam, M Abdel-Aty, Q Cai, J Yuan
Accident Analysis & Prevention 151, 105950, 2021
1252021
Approach-Level Real-Time Crash Risk Analysis for Signalized Intersections
J Yuan, M Abdel-Aty
Accident Analysis and Prevention 119, 274-289, 2018
1252018
Investigating drivers' mandatory lane change behavior on the weaving section of freeway with managed lanes: A driving simulator study
J Yuan, M Abdel-Aty, Q Cai, J Lee
Transportation research part F: traffic psychology and behaviour 62, 11-32, 2019
702019
Analyzing traffic violation behavior at urban intersections: A spatio-temporal kernel density estimation approach using automated enforcement system data
Y Li, M Abdel-Aty, J Yuan, Z Cheng, J Lu
Accident Analysis & Prevention 141, 105509, 2020
672020
Prediction of pedestrian crossing intentions at intersections based on long short-term memory recurrent neural network
S Zhang, M Abdel-Aty, J Yuan, P Li
Transportation research record 2674 (4), 57-65, 2020
672020
Applying a deep learning approach for transportation safety planning by using high-resolution transportation and land use data
Q Cai, M Abdel-Aty, Y Sun, J Lee, J Yuan
Transportation research part A: policy and practice 127, 71-85, 2019
672019
Utilizing bluetooth and adaptive signal control data for real-time safety analysis on urban arterials
J Yuan, M Abdel-Aty, L Wang, J Lee, R Yu, X Wang
Transportation research part C: emerging technologies 97, 114-127, 2018
67*2018
Investigating the safety impact of roadway network features of suburban arterials in Shanghai.
X Wang, J Yuan, GG Schultz, S Fang
Accident Analysis and Prevention 113, 137-148, 2018
612018
In-depth approach for identifying crash causation patterns and its implications for pedestrian crash prevention
L Yue, M Abdel-Aty, Y Wu, O Zheng, J Yuan
Journal of safety research 73, 119-132, 2020
592020
Multi-objective reinforcement learning approach for improving safety at intersections with adaptive traffic signal control
Y Gong, M Abdel-Aty, J Yuan, Q Cai
Accident Analysis & Prevention 144, 105655, 2020
472020
Predicting cycle-level traffic movements at signalized intersections using machine learning models
N Mahmoud, M Abdel-Aty, Q Cai, J Yuan
Transportation research part C: emerging technologies 124, 102930, 2021
442021
Comparison of different models for evaluating vehicle collision risks at upstream diverging area of toll plaza
L Xing, J He, Y Li, Y Wu, J Yuan, X Gu
Accident Analysis & Prevention 135, 105343, 2020
442020
Using bus critical driving events as surrogate safety measures for pedestrian and bicycle crashes based on GPS trajectory data
P Li, M Abdel-Aty, J Yuan
Accident Analysis & Prevention 150, 105924, 2021
402021
Safety impact of weaving distance on freeway facilities with managed lanes using both microscopic traffic and driving simulations
Q Cai, M Saad, M Abdel-Aty, J Yuan, J Lee
Transportation research record 2672 (39), 130-141, 2018
372018
Utilizing attention-based multi-encoder-decoder neural networks for freeway traffic speed prediction
A Abdelraouf, M Abdel-Aty, J Yuan
IEEE Transactions on Intelligent Transportation Systems 23 (8), 11960-11969, 2021
322021
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Artículos 1–20