| Quantifying and comparing the effects of key risk factors on various types of roadway segment crashes with LightGBM and SHAP X Wen, Y Xie, L Wu, L Jiang Accident Analysis & Prevention 159, 106261, 2021 | 129 | 2021 |
| Applications of machine learning methods in traffic crash severity modelling: current status and future directions X Wen, Y Xie, L Jiang, Z Pu, T Ge Transport reviews 41 (6), 855-879, 2021 | 44 | 2021 |
| Characterizing car-following behaviors of human drivers when following automated vehicles using the real-world dataset X Wen, Z Cui, S Jian Accident Analysis & Prevention 172, 106689, 2022 | 36 | 2022 |
| Modeling highly imbalanced crash severity data by ensemble methods and global sensitivity analysis L Jiang, Y Xie, X Wen, T Ren Journal of Transportation Safety & Security 14 (4), 562-584, 2022 | 35 | 2022 |
| Reinforcement Learning based cooperative longitudinal control for reducing traffic oscillations and improving platoon stability L Jiang, Y Xie, NG Evans, X Wen, T Li, D Chen Transportation Research Part C: Emerging Technologies 141, 103744, 2022 | 23 | 2022 |
| On the interpretability of machine learning methods in crash frequency modeling and crash modification factor development X Wen, Y Xie, L Jiang, Y Li, T Ge Accident Analysis & Prevention 168, 106617, 2022 | 22 | 2022 |
| Dampen the Stop-and-Go Traffic with Connected and Automated Vehicles--A Deep Reinforcement Learning Approach L Jiang, Y Xie, X Wen, D Chen, T Li, Evans, Nicholas G. 7th International Conference on Models and Technologies for Intelligent …, 2021 | 19 | 2021 |
| Modeling the effects of autonomous vehicles on human driver car-following behaviors using inverse reinforcement learning X Wen, S Jian, D He IEEE Transactions on Intelligent Transportation Systems, 2023 | 7 | 2023 |
| Challenges in credibly estimating the travel demand effects of mobility services X Wen, A Ranjbari, F Qi, RR Clewlow, D MacKenzie Transport Policy 103, 224-235, 2021 | 6 | 2021 |
| Sharing the road: how human drivers interact with autonomous vehicles on highways C Huang, X Wen, D He, S Jian Proceedings of the Human Factors and Ergonomics Society Annual Meeting 66 (1 …, 2022 | 5 | 2022 |
| Modeling human driver behaviors when following autonomous vehicles: An inverse reinforcement learning approach X Wen, S Jian, D He 2022 IEEE 25th International Conference on Intelligent Transportation …, 2022 | 4 | 2022 |
| Analysis of discretionary lane-changing behaviours of autonomous vehicles based on real-world data X Wen, C Huang, S Jian, D He Transportmetrica A: Transport Science, 1-24, 2023 | 2 | 2023 |
| Cooperative Car-Following and Merging: A Novel Merge Control Strategy Considering Cooperative Adaptive Cruise Control and Courtesy L Jiang, Y Xie, X Wen, GN Evans Transportation Research Board 100th Annual MeetingTransportation Research Board, 2021 | 2 | 2021 |
| A Generative Deep Learning Approach for Crash Severity Modeling with Imbalanced Data J Chen, Z Pu, N Zheng, X Wen, H Ding, X Guo arXiv preprint arXiv:2404.02187, 2024 | | 2024 |
| Exploring Discretionary Lane-changing Behaviors of Autonomous Vehicles Using the Waymo Open Dataset X Wen, C Huang, S Jian, D He 23rd COTA International Conference of Transportation Professionals, 2023 | | 2023 |
| Characteristics of Rear-End Collisions: A Comparison between Automated Driving System-Involved Crashes and Advanced Driving Assistance System-Involved Crashes C Huang, X Wen, D He Transportation Research Record, 03611981231209319, 2023 | | 2023 |
| A Comparative Study of Rear-end Collision between ADS-Controlled Vehicles and ADAS-Controlled Vehicles C Huang, X Wen, D He Transportation Research Board 102nd Annual MeetingTransportation Research Board, 2023 | | 2023 |
| Toward Better Equity and Sustainability: A Machine Learning Approach for Travel Pattern Feature Analysis with Mobility-as-a-Service J Liu, X Wen, S Jian Transportation Research Board 102nd Annual MeetingTransportation Research Board, 2023 | | 2023 |
| A Randomized Encouragement Experiment to Measure the Causal Effects of Shared Mobility Services on Travel Behavior and Car Ownership X Wen, A Ranjbari, Y Ge, M Namazu, D MacKenzie Transportation Research Board 98th Annual MeetingTransportation Research Board, 2019 | | 2019 |
Sisi JianHong Kong University of Science and Technology在 ust.hk 的电子邮件经过验证
