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Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting

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Figure

Figure 1: The spatial-temporal correlation diagram of trafficflow
Fig. 3 presents the overall framework of the ASTGCNConvolutional Networksmodel proposed in this paper
Figure 4: An example of constructing the input of time seriessegments (suppose the size of predicting window is 1 hour,and Th, Td and Tw are twice of Tp.
Figure 6: Performance changes of different methods as theforecasting interval increases.

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