Ciyun Lin

Factor Identification and Prediction for Teen Driver Crash Severity Using Machine Learning: A Case Study

Ciyun Lin, Dayong Wu, Hongchao Liu et al. · Applied Sciences · 2020 · 56 citations · Full text

Factor Identification, Machine Learning, Engineering +22

An Automatic Lane Marking Detection Method With Low-Density Roadside LiDAR Data

Ciyun Lin, Yingzhi Guo, Wenjun Li et al. · IEEE Sensors Journal · 2021 · 55 citations

Lane Information, Machine Vision, Image Analysis +11

Passenger Flow Prediction Based on Land Use around Metro Stations: A Case Study

Ciyun Lin, Kang Wang, Dayong Wu et al. · Sustainability · 2020 · 45 citations · Full text

Transport Network Analysis, Engineering, Traffic Flow +18

A Hybrid Short-Term Traffic Flow Prediction Model Based on Singular Spectrum Analysis and Kernel Extreme Learning Machine

Qiang Shang, Ciyun Lin, Zhaosheng Yang et al. · PLoS ONE · 2016 · 41 citations · Full text

Traffic Theory, Engineering, Machine Learning +13

Extending the Detection Range for Low-Channel Roadside LiDAR by Static Background Construction

Hui Liu, Ciyun Lin, Bowen Gong et al. · IEEE Transactions on Geoscience and Remote Sensing · 2022 · 35 citations