Shuyan Chen

On-line aggressive driving identification based on in-vehicle kinematic parameters under naturalistic driving conditions

Yongfeng Ma, Kun Tang, Shuyan Chen et al. · Transportation Research Part C Emerging Technologies · 2020 · 65 citations

Engineering, Automotive Engineering, Autonomous Vehicles +7

Citywide Spatial-Temporal Travel Time Estimation Using Big and Sparse Trajectories

Kun Tang, Shuyan Chen, Zhiyuan Liu · IEEE Transactions on Intelligent Transportation Systems · 2018 · 50 citations

Planning, Geoinformatics, Transportation Planning +17

Decision tree learning for freeway automatic incident detection

Shuyan Chen, Wei Wang · Expert Systems with Applications · 2008 · 47 citations

Engineering, Computer Science, Machine Learning +13

Development and emissions performance analysis of local driving cycle for small-sized passenger cars in Nanjing, China

Yang Yang, Tiezhu Li, Hongfei Hu et al. · Atmospheric Pollution Research · 2019 · 47 citations

Public Health, Automotive Engineering, Transportation Planning +13

Real-time driving risk prediction using a self-attention-based bidirectional long short-term memory network based on multi-source data

Zhuopeng Xie, Yongfeng Ma, Ziyu Zhang et al. · Accident Analysis & Prevention · 2024 · 41 citations

Computing, Automotive Engineering, Autonomous Systems +14