Developing deep learning models for predicting urban bike-sharing usage patterns

Urban traffic systems are facing significant challenges due to the ever-growing number of vehicles on the road, leading to increased congestion and suboptimal traffic flow. Traditional research focusing on individual traffic flows is often insufficient to meet the complex demands of modern urban tra...

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Bibliographic Details

Published in:	Physica A Vol. 652; p. 130016
Main Authors:	Zhao, Xumin, Jin, HongWei, Luo, Yi, Zhang, Zhiqiang, Xie, Guojie, Yang, Chengji, Zheng, Meilian
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 15.10.2024
Subjects:	Behavioral dynamics model Multiuser correlation Neural network algorithm Shared bike Urban traffic flow Neural network algorithm Urban traffic flow Behavioral dynamics model Multiuser correlation Shared bike
ISSN:	0378-4371
Online Access:	Get full text
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