Lanczos method for spatio‐temporal graph convolutional networks to forecast expressway flow

Lanczos method for spatio‐temporal graph convolutional networks to forecast expressway flow

Abstract Traffic forecasting has made pronounced progress with the development of graph convolution networks and the use of the topology of road networks. However, existing works face some limitations when it comes to modelling spatial dependencies. For example, pre‐defined graphs rely on global inf...

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Bibliographic Details
Main Authors: Zhumei Gou, Yonggang Shen, Shuifu Chen
Format: Article
Language:English
Published: Wiley 2023-10-01
Series:IET Intelligent Transport Systems
Subjects:
big data
convolutional neural nets
intelligent transportation systems
management and control
network theory (graphs)
spatiotemporal phenomena
Online Access:https://doi.org/10.1049/itr2.12390

Internet

https://doi.org/10.1049/itr2.12390

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