SARO‐MB3‐BiGRU: A novel model for short‐term traffic flow forecasting in the context of big data

SARO‐MB3‐BiGRU: A novel model for short‐term traffic flow forecasting in the context of big data

Abstract In order to further improve the accuracy of short‐term traffic flow prediction on designated sections of highways, a combined prediction model is designed in this paper to predict the traffic flow on designated sections of highways. Firstly, for the shortcomings of artificial rabbits optimi...

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Bibliographic Details
Main Authors: Haoxu Wang, Zhiwen Wang, Long Li, Kangkang Yang, Jingxiao Zeng, Yibin Zhao, Jindou Zhang
Format: Article
Language:English
Published: Wiley 2024-11-01
Series:IET Intelligent Transport Systems
Subjects:
artificial intelligence
big data‐driven
intelligent transportation systems
optimisation
SARO‐MB3‐BiGRU prediction model
Short‐term traffic flow prediction
Online Access:https://doi.org/10.1049/itr2.12553
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https://doi.org/10.1049/itr2.12553

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