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Hierarchical Dynamic Spatio-Temporal Graph Convolutional Networks with Self-Supervised Learning for Traffic Flow Forecasting

It is crucial for both traffic management organisations and individual commuters to be able to forecast traffic flows accurately. Graph neural networks made great strides in this field owing to their exceptional capacity to capture spatial correlations. However, existing approaches predominantly foc...

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Principais autores: Siwei Wei, Yanan Song, Donghua Liu, Sichen Shen, Rong Gao, Chunzhi Wang
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2024-09-01
coleção:Inventions
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Acesso em linha:https://www.mdpi.com/2411-5134/9/5/102
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