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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Veröffentlicht in:	Physica A Jg. 652; S. 130016
Hauptverfasser:	Zhao, Xumin, Jin, HongWei, Luo, Yi, Zhang, Zhiqiang, Xie, Guojie, Yang, Chengji, Zheng, Meilian
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 15.10.2024
Schlagworte:	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-Zugang:	Volltext
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