Training method of passenger flow volume prediction model and passenger flow volume prediction method

The invention provides a training method of a passenger flow volume prediction model and a passenger flow volume prediction method, and relates to the technical field of passenger flow management, and the training method comprises the steps: obtaining first historical passenger flow volume data in a...

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Hauptverfasser: LI LINSEN, JIANG WEIHAO, LU WANGXING, PU SHILIANG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides a training method of a passenger flow volume prediction model and a passenger flow volume prediction method, and relates to the technical field of passenger flow management, and the training method comprises the steps: obtaining first historical passenger flow volume data in a first period of a target place, and second historical passenger flow volume data in a second period after the first period; extracting a passenger flow feature vector of the first historical passenger flow data; performing wavelet decomposition and reconstruction on the first historical passenger flow volume data according to a preset wavelet algorithm to obtain a reconstructed feature vector; taking the passenger flow volume feature vector and the reconstructed feature vector as training samples, and taking the second historical passenger flow volume data as labels of the training samples to obtain the training samples with the labels; obtaining a training sample set according to the training samples with the lab