A road network traffic flow data imputation method based on the fusion of spatiotemporal features and adversarial networks

In response to the problem of missing traffic flow data on highways, to solve the problem of insufficient mining of traffic flow characteristics using existing spatiotemporal correlation repair methods, a missing data repair method based on spatiotemporal fusion adversarial network is proposed based...

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Bibliographic Details
Main Authors: Zhang Yaofang, Chen Jian, Fu Zhiyan
Format: Article
Language:English
Published: Taylor & Francis Group 2024-12-01
Series:Systems Science & Control Engineering
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Online Access:https://www.tandfonline.com/doi/10.1080/21642583.2024.2328550
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