Integrating knowledge representation into traffic prediction: a spatial–temporal graph neural network with adaptive fusion features

Abstract Various external factors that interfere with traffic flow, such as weather conditions, traffic accidents, incidents, and Points of Interest (POIs), need to be considered in performing traffic forecasting tasks. However, the current research methods encounter difficulties in effectively inco...

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Bibliographic Details
Main Authors: Yi Zhou, Yihan Liu, Nianwen Ning, Li Wang, Zixing Zhang, Xiaozhi Gao, Ning Lu
Format: Article
Language:English
Published: Springer 2023-12-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-023-01299-7