Combination predicting model of traffic congestion index in weekdays based on LightGBM-GRU

Tree-based and deep learning methods can automatically generate useful features. Not only can it enhance the original feature representation, but it can also learn to generate new features. This paper develops a strategy based on Light Gradient Boosting Machine (LightGBM or LGB) and Gated Recurrent...

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Detalles Bibliográficos
Autores principales: Cheng, Wei, Li, Jiang-lin, Xiao, Hai-Cheng, Ji, Li-na
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8861090/
https://www.ncbi.nlm.nih.gov/pubmed/35190646
http://dx.doi.org/10.1038/s41598-022-06975-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8861090/
https://www.ncbi.nlm.nih.gov/pubmed/35190646
http://dx.doi.org/10.1038/s41598-022-06975-1

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