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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Bibliographic Details
Main Authors: Xiangdong Ran, Zhiguang Shan, Yufei Fang, Chuang Lin
Format: Article
Language:English
Published: MDPI AG 2019-02-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/19/4/861