Yinhai Wang

Long short-term memory neural network for traffic speed prediction using remote microwave sensor data

Xiaolei Ma, Zhimin Tao, Yinhai Wang et al. · Transportation Research Part C Emerging Technologies · 2015 · 2.1K citations

Computing, Computer Science, Electrical Engineering +16

Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting

Zhiyong Cui, Kristian Henrickson, Ruimin Ke et al. · IEEE Transactions on Intelligent Transportation Systems · 2019 · 955 citations

Computing, Computer Science, Data Science +17

Human-like autonomous car-following model with deep reinforcement learning

Meixin Zhu, Xuesong Wang, Yinhai Wang · Transportation Research Part C Emerging Technologies · 2018 · 514 citations

Computing, Autonomous Systems, Computer Science +14

Large-Scale Transportation Network Congestion Evolution Prediction Using Deep Learning Theory

Xiaolei Ma, Haiyang Yu, Yunpeng Wang et al. · PLoS ONE · 2015 · 499 citations · Full text

Computing, Computer Science, Machine Learning +16

Stacked bidirectional and unidirectional LSTM recurrent neural network for forecasting network-wide traffic state with missing values

Zhiyong Cui, Ruimin Ke, Ziyuan Pu et al. · Transportation Research Part C Emerging Technologies · 2020 · 464 citations

Computing, Data Science, Forecasting +13