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Traffic flow prediction using bi-directional gated recurrent unit method

Traffic flow prediction plays an important role in intelligent transportation systems. To accurately capture the complex non-linear temporal characteristics of traffic flow, this paper adopts a Bi-directional Gated Recurrent Unit (Bi-GRU) model in traffic flow prediction. Compared to Gated Recurrent...

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Detalles Bibliográficos
Autores principales: Wang, Shengyou, Shao, Chunfu, Zhang, Jie, Zheng, Yan, Meng, Meng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Nature Singapore 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9713748/
https://www.ncbi.nlm.nih.gov/pubmed/36471871
http://dx.doi.org/10.1007/s44212-022-00015-z