Jianbei Liu

Developing a time-series speed prediction model using Transformer networks for freeway interchange areas

Ling Wu, Yuanqing Wang, Jianbei Liu et al. · Computers & Electrical Engineering · 2023 · 25 citations

Engineering, Transportation Planning, Forecasting +15

Lane-Changing Behavior Prediction Based on Game Theory and Deep Learning

Shuo Jia, Fei Hui, Cheng Wei et al. · Journal of Advanced Transportation · 2021 · 17 citations · Full text

Computing, Automotive Engineering, Computer Science +16

Optimization of Scanning and Counting Sensor Layout for Full Route Observability with a Bi-Level Programming Model

Donghui Shan, Xiaoduan Sun, Jianbei Liu et al. · Sensors · 2018 · 16 citations · Full text

Engineering, Civil Engineering, Transportation Planning +13

A Bayesian Network Model for Real-time Crash Prediction Based on Selected Variables by Random Forest

Mingxian Wu, Donghui Shan, Zuo Wang et al. · 2019 · 12 citations

Engineering, Decision Sciences, Forecasting +15

Effective lane width for cars considering lateral oscillation characteristics based on high-precision field data

Jianbei Liu, Zhongyin Guo, Donghui Shan et al. · International Journal of Transportation Science and Technology · 2023 · 10 citations · Full text

Engineering, Automotive Engineering, Civil Engineering +13