An improved deep belief network for traffic prediction considering weather factors

The timely access to accurate traffic data is essential to the development of intelligent traffic systems. However, the existing traffic prediction methods cannot achieve satisfactory results, mainly because of three factors: the structure is too simple to extract deep features; many external factor...

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Bibliographic Details
Main Authors: Xuexin Bao, Dan Jiang, Xuefeng Yang, Hongmei Wang
Format: Article
Language:English
Published: Elsevier 2021-02-01
Series:Alexandria Engineering Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016820304464