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ADST: Forecasting Metro Flow Using Attention-Based Deep Spatial-Temporal Networks with Multi-Task Learning

Passenger flow prediction has drawn increasing attention in the deep learning research field due to its great importance in traffic management and public safety. The major challenge of this essential task lies in multiple spatiotemporal correlations that exhibit complex non-linear correlations. Alth...

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Detalles Bibliográficos
Publicado en:Sensors (Basel)
Main Authors: Jia, Hongwei, Luo, Haiyong, Wang, Hao, Zhao, Fang, Ke, Qixue, Wu, Mingyao, Zhao, Yunyun
Formato: Artigo
Idioma:Inglês
Publicado: MDPI 2020
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7472615/
https://ncbi.nlm.nih.gov/pubmed/32824074
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20164574
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