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.
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.
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.
Chen, S., Yao, H., Qiao, F., Ma, Y.*, Wu, Y., & Lu, J. (2023). Vehicles driving behavior recognition based on transfer learning. Expert Systems with Applications, 213, 119254.
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.
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.
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.
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.
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.
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.
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.
Pang, Q., Chen, S., Ma, Y., Qiao, F., & Zhu, Y. (2023). Influence of distracted driving of online car-hailing drivers on overall driving performance. International Journal of Injury Control And Safety Promotion, 1–10.
Ansar, M. S., Ma, Y.*, Chen, S., Tang, K., & Zhang, Z. (2021). Investigating the trip configured causal effect of distracted driving on aggressive driving behavior for e-hailing taxi drivers. Journal of Traffic and Transportation Engineering (English edition), 8(5), 725–734.
Xing, G., Chen, S., Ma, Y., Zhang, C., Xie, Z., & Zhu, Y. (2023). Understanding distracted driving patterns of ride-hailing drivers from multi-source data: Applying association rule mining. Journal of Transportation Safety & Security, 1–31.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Gu, X., Cai, Q., Lee, J., Xiang, Q., Ma, Y., & Xu, X. (2020). Proactive crash risk prediction modeling for merging assistance system at interchange merging areas. Traffic Injury Prevention, 21(3), 234-240.
