397 citations · 988 across the 17 of their papers we have counts for
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eess.SP2019★ 254 cited
Deep-learning Architecture for Short-term Passenger Flow Forecasting in Urban Rail Transit
Jinlei Zhang, Feng Chen, Zhiyong Cui +2
Short-term passenger flow forecasting is an essential component in urban rail transit operation. Emerging deep learning models provide good insight into improving prediction precis…
eess.SP2019★ 59 cited
Road Surface Friction Prediction Using Long Short-Term Memory Neural Network Based on Historical Data
Ziyuan Pu, Shuo Wang, Chenglong Liu +2
Road surface friction significantly impacts traffic safety and mobility. A precise road surface friction prediction model can help to alleviate the influence of inclement road cond…
eess.SP2018★ 3 cited
A Deep Generative Adversarial Architecture for Network-Wide Spatial-Temporal Traffic State Estimation
Yunyi Liang, Zhiyong Cui, Yu Tian +2
This study proposes a deep generative adversarial architecture (GAA) for network-wide spatial-temporal traffic state estimation. The GAA is able to combine traffic flow theory with…