Bin Ran

A hybrid deep learning based traffic flow prediction method and its understanding

Yuankai Wu, Huachun Tan, Lingqiao Qin et al. · Transportation Research Part C Emerging Technologies · 2018 · 788 citations

Engineering, Civil Engineering, Computer Science +14

Day-ahead traffic flow forecasting based on a deep belief network optimized by the multi-objective particle swarm algorithm

Linchao Li, Lingqiao Qin, Xu Qu et al. · Knowledge-Based Systems · 2019 · 221 citations

Engineering, Data Science, Forecasting +15

Dynamic Driving Risk Potential Field Model Under the Connected and Automated Vehicles Environment and Its Application in Car-Following Modeling

Linheng Li, Jing Gan, Xinkai Ji et al. · IEEE Transactions on Intelligent Transportation Systems · 2020 · 210 citations

Engineering, Automotive Engineering, Autonomous Systems +14

Cooperative Lane Changing Strategies to Improve Traffic Operation and Safety Nearby Freeway Off-Ramps in a Connected and Automated Vehicles Environment

Yuan Zheng, Bin Ran, Xu Qu et al. · IEEE Transactions on Intelligent Transportation Systems · 2019 · 159 citations

Engineering, Automotive Engineering, Autonomous Systems +17

A novel lane-changing model of connected and automated vehicles: Using the safety potential field theory

Linheng Li, Jing Gan, Kun Zhou et al. · Physica A Statistical Mechanics and its Applications · 2020 · 129 citations

Engineering, Automotive Engineering, Autonomous Systems +14