| Real-time crash risk prediction on arterials based on LSTM-CNN P Li, M Abdel-Aty, J Yuan Accident Analysis & Prevention 135, 105371, 2020 | 307 | 2020 |
| 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 | 176 | 2019 |
| 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 | 166 | 2020 |
| 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 | 163 | 2019 |
| 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 | 149 | 2020 |
| Crash data augmentation using variational autoencoder Z Islam, M Abdel-Aty, Q Cai, J Yuan Accident Analysis & Prevention 151, 105950, 2021 | 142 | 2021 |
| Approach-Level Real-Time Crash Risk Analysis for Signalized Intersections J Yuan, M Abdel-Aty Accident Analysis and Prevention 119, 274-289, 2018 | 134 | 2018 |
| 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 | 75 | 2019 |
| 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 | 71 | 2020 |
| 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 | 71* | 2018 |
| 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 | 69 | 2019 |
| 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 | 68 | 2020 |
| 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 | 62 | 2018 |
| 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 | 61 | 2020 |
| 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 | 50 | 2020 |
| 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 | 47 | 2020 |
| 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 | 46 | 2021 |
| 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 | 45 | 2021 |
| 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 | 40 | 2018 |
| 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 | 39 | 2021 |
M Abdel-AtyUniversity of Central Florida在 ucf.edu 的电子邮件经过验证
