TC-GCN: Triple cross-attention and graph convolutional network for traffic forecasting

Lei Wang, Deke Guo, Huaming Wu, Keqiu Li, Wei Yu

Abstract: Highlights•TC-GCN: A framework capturing time/space/feature dimension interrelations.•It addresses spatiotemporal information misalignment in traffic analysis.•Features tailored readout for spatiotemporal and time/feature perspectives.•We introduce time block mechanism for dynamic temporal data preservation.