Short‐term traffic travel time forecasting using ensemble approach based on long short‐term memory networks

Short‐term traffic travel time forecasting using ensemble approach based on long short‐term memory networks

Abstract To enhance the control effect of intelligent transportation system (ITS) of expressway, avoid blind travel causing traffic congestion, improve road capacity, and achieve the purpose of smooth and efficient operation of the network, 3σ criterion and 2σ cycle removal criterion were used to el...

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Bibliographic Details
Main Authors: Xingli Jia, Wuxiao Zhou, Hongzhi Yang, Shuangqing Li, Xingpeng Chen
Format: Article
Language:English
Published: Wiley 2023-06-01
Series:IET Intelligent Transport Systems
Subjects:
data analysis
intelligent transportation systems
learning (artificial intelligence)
transportation
Online Access:https://doi.org/10.1049/itr2.12331

Internet

https://doi.org/10.1049/itr2.12331

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