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2024
[j3]
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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: 123982 (2024)
2022
[j2]
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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: 100311 (2022)
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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: 100342 (2022)
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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: 243-248
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Cong Xiu, Shuguang Zhan, Qiyuan Peng:
MD-STCN: A deep learning-based architecture considering multivariate disturbances for metro passenger flow prediction. ITSC 2022: 3111-3116

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