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STSGAN: Spatial-Temporal Global Semantic Graph Attention Convolution Networks for Urban Flow Prediction

Accurate urban traffic flow prediction plays a vital role in Intelligent Transportation System (ITS). The complex long-term and long-range spatiotemporal correlations of traffic flow pose a significant challenge to the prediction task. Most current research methods focus only on spatial correlations...

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Autori principali: Junwei Zhou, Xizhong Qin, Kun Yu, Zhenhong Jia, Yan Du
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI AG 2022-07-01
Serie:ISPRS International Journal of Geo-Information
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Accesso online:https://www.mdpi.com/2220-9964/11/7/381
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