Cross-domain transformer spatial-temporal fusion network for traffic flow forecasting

Abstract Accurate traffic forecasting is challenging due to the intricate inter-dependencies of road networks and congestion caused by unexpected accidents. Recent work has focused on dynamically changing traffic characteristics but has paid less attention to the global cross-spatial-temporal domain...

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Bibliographic Details
Main Authors: Yijun Xiong, Kai Xu, Mo Chen, Haifeng Huang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-06586-6
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