Short‐term traffic flow prediction based on AST‐MTL‐CNN‐GRU

Short‐term traffic flow prediction based on AST‐MTL‐CNN‐GRU

Abstract To address the current objective of short‐term traffic flow prediction on roads, this paper aims to predict not only the future traffic flow on roads, but also the average speed of future roads. Specifically, the authors propose a short‐term traffic flow prediction method based on the Convo...

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Bibliographic Details
Main Authors: Zijing Yang, Cheng Wang
Format: Article
Language:English
Published: Wiley 2023-11-01
Series:IET Intelligent Transport Systems
Subjects:
convolutional neural network
gate recurrent unit
short‐term traffic flow prediction
spatiotemporal separation attention mechanism
Online Access:https://doi.org/10.1049/itr2.12400

Internet

https://doi.org/10.1049/itr2.12400

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