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1. Zhang, C., Ma, Y.*, Sayed, T., Guo, Y., & Chen, S. (2025). A cross-sectional safety evaluation approach using generalized extreme value models: A case of right-turn safety treatment. Accident Analysis & Prevention, 211, 107907.
2. Xing, G., Ma, Y.*, Chen, S., Xing, Y., Pang, Q., & Gao, L. (2025). Investigating the self-explaining performance of visual guidance facilities in extra-long spiral tunnels based on drivers’ spatial perception and visual attention distribution. Accident Analysis & Prevention, 217, 108040.
3. Ma, Y.*, Xing, Y., Wu, Y., Chen, S., Qiao, F., Hu, X., & Lu, J. (2025). Analysis of emotions of online car-hailing drivers under different driving conditions and scenarios. Travel Behaviour and Society, 38, 100937.
4. Xing, G., Ma, Y.*, Chen, S., Zhang, J., & Xing, Y. (2025). Invalidation and adaptation of vehicle control under environmental perturbations in spiral tunnels: Effects of alignment radii and perturbation locations. Tunnelling and Underground Space Technology, 162, 106661.
5. Xing, G., Ma, Y.*, Chen, S., Xing, Y., & Zhang, C. (2025). Exploring the impact zone at spiral tunnel entrances and exits: Analyzing the vehicle control process from invalidation to recovery under environmental perturbations. Accident Analysis & Prevention, 217, 108046.
6. Zhang, C., Ma, Y.*, Chen, S., Zhang, J., & Xing, G. (2024). Exploring the occupational fatigue risk of short-haul truck drivers: Effects of sleep pattern, driving task, and time-on-task on driving behavior and eye-motion metrics. Transportation Research Part F: Traffic Psychology and Behaviour, 100, 37–56.
7. Zhang, C., Ma, Y.*, Sayed, T., Guo, Y., Chen, S., & Fu, Y. (2024). Exploring the impact of right-turn safety measures on E-bike-heavy vehicle conflicts at signalized intersections. Accident Analysis & Prevention, 206, 107722.
8. Xing, G., Ma, Y.*, Chen, S., Wang, F., Zhang, J., & Xing, Y. (2024). The effects of radius and longitudinal slope of extra-long freeway spiral tunnels on driving behavior: A practical engineering design case. Tunnelling and Underground Space Technology, 152, 105967.
9. Xing, G., Chen, S., Ma, Y., Zhang, C., Xie, Z., & Zhu, Y. (2024). Understanding distracted driving patterns of ride-hailing drivers from multi-source data: Applying association rule mining. Journal of Transportation Safety & Security, 16(4), 390–420.
10. Wang, F., Ma, Y.*, Xing, G., Chen, S., & Wang, F. (2024). Driving avoidance performance on Sand-Covered roads during sand and dust storms under different visibility conditions. Transportation Research Part F: Traffic Psychology and Behaviour, 105, 306–320.
11. Tang, K., Yang, L., Ma, Y., Guo, T., & He, F. (2024). Context-Aware Attention Encoder-Decoder Network for Connected Heavy-Duty Vehicle Aggressive Driving Identification Under Naturalistic Driving Conditions. IEEE Transactions on Intelligent Transportation Systems, 25(8), 9710–9722.
12. Ma, Y.*, Xing, Y., Wu, Y., & Chen, S. (2024). Influence of emotions on the aggressive driving behavior of online car-hailing drivers based on association rule mining. Ergonomics, 67(10), 1391–1404.
13. Ma, Y.*, Xing, Y., Chen, S., & Wu, Y. (2024). Investigating emotion fluctuations in driving behaviors of online car-hailing drivers using naturalistic driving data. Travel Behaviour and Society, 36, 100819.
14. Wu, Y., Chen, S., Ma, Y.*, Cheng, W., Zhang, F., & Xing, G. (2024). Identification of aggressive driving behavior of online car‐hailing drivers based on association classification. Human Factors and Ergonomics in Manufacturing & Service Industries, 34(2), 118-131.
15. Ma, Y.*, Mo, S., Chen, S., Hu, S., & Zhao, J. (2024). Socioeconomic and travel factors that affect perceptions of visually impaired persons regarding crosswalk tactile paving. Travel Behaviour and Society, 36, 100811.
16. Ma, Y.*, Mo, S., Chen, S., Xing, G., Tang, K., Zhao, J., & Guo, Z. (2023). Evaluating the effectiveness of accessibility features for roadway users with visual impairment: A case study for Nanjing, China. Transportation Research Part F: Traffic Psychology and Behaviour, 97, 301–313.
17. Ma, Y.*, Wang, F., Chen, S., Xing, G., Xie, Z., & Wang, F. (2023). A dynamic method to predict driving risk on sharp curves using multi-source data. Accident Analysis & Prevention, 191, 107228.
18. Ma, Y.*, Zhang, J., Lu, J., Chen, S., Xing, G., & Feng, R. (2023). Prediction and analysis of likelihood of freeway crash occurrence considering risky driving behavior. Accident Analysis & Prevention, 192, 107244.
19. Ma, Y.*, Xie, Z., Chen, S., Qiao, F., & Li, Z. (2023). Real-time detection of abnormal driving behavior based on long short-term memory network and regression residuals. Transportation Research Part C: Emerging Technologies, 146, 103983.
20. Ma, Y.*, Xie, Z., Li, W., & Chen, S. (2023). Modeling driving styles of online ride-hailing drivers with model identifiability and interpretability. Travel Behaviour and Society, 33, 100645.
21. Chen, S., Yao, H., Qiao, F., Ma, Y.*, Wu, Y., & Lu, J. (2023). Vehicles driving behaviour recognition based on transfer learning. Expert Systems with Applications, 213, 119254.
22. 张晨骁, 马永锋*, 陈淑燕, 周穆雄, & 袁帅. (2023). 基于超效率数据包络分析的重型车驾驶人驾驶安全绩效评价方法. 中国公路学报, 36(9), 326–342.
23. Zhang, C., Ma, Y.*, Khattak, A. J., Chen, S., Xing, G., & Zhang, J. (2023). Driving style identification and its association with risky driving behaviors among truck drivers based on GPS, load condition, and in-vehicle monitoring data. Journal of Transportation Safety & Security, 1–35.
24. 马永锋*, 喻铃华, 陈淑燕, 张晨骁, 张子煜, & 周穆雄. (2022). 自然驾驶状态下重型工程车驾驶人驾驶稳定性分析. 中国公路学报, 35(1), 169–179.
25. Ma, Y.*, Li, W., Tang, K., Zhang, Z., & Chen, S. (2021). Driving style recognition and comparisons among driving tasks based on driver behavior in the online car-hailing industry. Accident Analysis & Prevention, 154, 106096.
26. Ma, Y.*, Gu, X., Zhang, W., Hu, S., Liu, H., Zhao, J., & Chen, S. (2021). Evaluating the effectiveness of crosswalk tactile paving on street-crossing behaviour: A field trial study for people with visual impairment. Accident Analysis & Prevention, 163, 106420.
27. Ma, Y., Zhang, Z., Chen, S., Pan, Y., Hu, S., & Li, Z. (2021). Investigating the impact of spatial-temporal grid size on the microscopic forecasting of the inflow and outflow gap in a free-floating bike-sharing system. Journal of Transport Geography, 96, 103208.
28. Ansar, M. S., Ma, Y.*, Chen, S., Tang, K., & Zhang, Z. (2021). Investigating the trip configured causal effect of distracted driving on aggressive driving behaviour for e-hailing taxi drivers. Journal of Traffic and Transportation Engineering (English edition), 8(5), 725–734.
29. Ma, Y.*, Tang, K., Chen, S., Khattak, A. J., & Pan, Y. (2020). On-line aggressive driving identification based on in-vehicle kinematic parameters under naturalistic driving conditions. Transportation Research Part C: Emerging Technologies, 114, 554–571.
30. Ma, Y.*, Meng, H., Chen, S., Zhao, J., Li, S., & Xiang, Q. (2020). Predicting traffic conflicts for expressway diverging areas using vehicle trajectory data. Journal of Transportation Engineering, Part A: Systems, 146(3), 04020003.
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