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A Short-Term Hybrid TCN-GRU Prediction Model of Bike-Sharing Demand Based on Travel Characteristics Mining

This paper proposes an accurate short-term prediction model of bike-sharing demand with the hybrid TCN-GRU method. The emergence of shared bicycles has provided people with a low-carbon, green and healthy way of transportation. However, the explosive growth and free-form development of bike-sharing...

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Detalles Bibliográficos
Autores principales: Zhou, Shenghan, Song, Chaofei, Wang, Tianhuai, Pan, Xing, Chang, Wenbing, Yang, Linchao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9497599/
https://www.ncbi.nlm.nih.gov/pubmed/36141079
http://dx.doi.org/10.3390/e24091193