Yong-Mei Ma

FGSNN: a FusionGraphSAGE with neural networks for traffic flow prediction

A novel traffic forecasting framework, FusionGraphSAGE with Neural Networks (FGSNN), which combines a predefined static adjacency matrix based on node distances with a dynamic adaptive graph to better capture evolving traffic relationships and achieves collaborative spatiotemporal feature learning and refined traffic f...