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Spatio-temporal causal graph attention network for traffic flow prediction in intelligent transportation systems

Accurately predicting traffic flow on roads is crucial to address urban traffic congestion and save on travel time. However, this is a challenging task due to the strong spatial and temporal correlations of traffic data. Existing traffic flow prediction methods based on graph neural networks and rec...

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Detalles Bibliográficos
Autores principales: Zhao, Wei, Zhang, Shiqi, Wang, Bei, Zhou, Bing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10403226/
https://www.ncbi.nlm.nih.gov/pubmed/37547406
http://dx.doi.org/10.7717/peerj-cs.1484