Cong Xiu

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Domain Knowledge

Top Venues

J. Rail Transp. Plan. Manag.

Expert Syst. Appl.

Publications

Shuguang Zhan, Yi Cai, Cong Xiu, Dajie Zuo, Dian Wang, Sze Chun Wong
Parallel framework of a multi-graph convolutional network and gated recurrent unit for spatial-temporal metro passenger flow prediction. Expert Syst. Appl. 251 (2024)
Cong Xiu, Yichen Sun, Qiyuan Peng
Modelling traffic as multi-graph signals: Using domain knowledge to enhance the network-level passenger flow prediction in metro systems. J. Rail Transp. Plan. Manag. 24 (2022)
Cong Xiu, Shuguang Zhan, Qiyuan Peng
MD-STCN: A deep learning-based architecture considering multivariate disturbances for metro passenger flow prediction. ITSC (2022)
Cong Xiu, Yichen Sun, Qiyuan Peng, Cheng Chen, Xunquan Yu
Learn traffic as a signal: Using ensemble empirical mode decomposition to enhance short-term passenger flow prediction in metro systems. J. Rail Transp. Plan. Manag. 22 (2022)
Zhanru Liu, Cong Xiu, Yichen Sun, Bin Shuai
Ensemble Empirical Mode Decomposition-Based Gated Recurrent Unit Model for Short-Term Metro Passenger Flow Prediction. ICITE (2022)