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An LSTM-Based Method with Attention Mechanism for Travel Time Prediction

Traffic prediction is based on modeling the complex non-linear spatiotemporal traffic dynamics in road network. In recent years, Long Short-Term Memory has been applied to traffic prediction, achieving better performance. The existing Long Short-Term Memory methods for traffic prediction have two dr...

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Detalles Bibliográficos
Autores principales: Ran, Xiangdong, Shan, Zhiguang, Fang, Yufei, Lin, Chuang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6412727/
https://www.ncbi.nlm.nih.gov/pubmed/30791424
http://dx.doi.org/10.3390/s19040861