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Graph convolutional network approach applied to predict hourly bike-sharing demands considering spatial, temporal, and global effects

Solving the supply–demand imbalance is the most crucial issue for stable implementation of a public bike-sharing system. This gap can be reduced by increasing the accuracy of demand prediction by considering spatial and temporal properties of bike demand. However, only a few attempts have been made...

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Detalles Bibliográficos
Autores principales: Kim, Tae San, Lee, Won Kyung, Sohn, So Young
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6746382/
https://www.ncbi.nlm.nih.gov/pubmed/31525227
http://dx.doi.org/10.1371/journal.pone.0220782