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Shuchao Wang

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Jul 2026

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 flow prediction.

Yanan Chen, Yongmei Ma, Shuchao Wang et al. · 0 citations