Spatial linear transformer and temporal convolution network for traffic flow prediction

Abstract Accurately obtaining accurate information about the future traffic flow of all roads in the transportation network is essential for traffic management and control applications. In order to address the challenges of acquiring dynamic global spatial correlations between transportation links a...

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Bibliographic Details
Main Authors: Zhibo Xing, Mingxia Huang, Wentao Li, Dan Peng
Format: Article
Language:English
Published: Nature Portfolio 2024-02-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-54114-9