A deep learning short-term traffic flow prediction method considering spatial-temporal association

A deep learning short-term traffic flow prediction method considering spatial-temporal association

The short-term traffic flow prediction is too dependent on the time correlation characteristics, which due to the problems that the correlation factors of the spatial correlation characteristics are too complicated and difficult to quantify.In response to this defect, a deep learning short-term traf...

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Bibliographic Details
Main Authors: Yang ZHANG, Yue HU, Dongrong XIN
Format: Article
Language:zho
Published: POSTS&TELECOM PRESS Co., LTD 2021-06-01
Series:智能科学与技术学报
Subjects:
deep learning;intelligent transportation;traffic prediction;long short-term memory neural network;convolu-tional neural network
Online Access:http://www.cjist.com.cn/thesisDetails#10.11959/j.issn.2096-6652.202117
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