Graph convolutional network (GCN) has gained widespread attention in semisupervised classification tasks. Recent studies show that GCN-based methods have achieved decent performance in numerous fields ...

First, perform data preprocessing on the traffic flow data, then use the graph convolutional network to extract the spatial features of spatial topology and use LSTM to extract its temporal features.