PKET-GCN: prior knowledge enhanced time-varying graph convolution network for traffic flow prediction

Y Bao, J Liu, Q Shen, Y Cao, W Ding, Q Shi - Information Sciences, 2023 - Elsevier
Due to prediction on the traffic flow is influenced by the real environment and historical data,
the produced traffic graph may include significant uncertainty. The graph convolution …

PKET-GCN: Prior Knowledge Enhanced Time-Varying Graph Convolution Network for Traffic Flow Prediction

Y Bao, J Liu, Q Shen, Y Cao, W Ding, Q Shi - Available at SSRN 4331039 - papers.ssrn.com
Due to the complexity and variability of real-world traffic flow, it is challenging work to
capture the dynamic spatial-temporal correlation effectively. Most existing studies ignore the …

PKET-GCN:: Prior knowledge enhanced time-varying graph convolution network for traffic flow prediction

Y Bao, J Liu, Q Shen, Y Cao, W Ding, Q Shi - 2023 - dl.acm.org
Due to prediction on the traffic flow is influenced by the real environment and historical data,
the produced traffic graph may include significant uncertainty. The graph convolution …