Intelligent Traffic Flow Prediction Using Optimized GRU Model

Intelligent Traffic Flow Prediction Using Optimized GRU Model

Facilitating citizens with accurate traffic flow prediction increases the quality of life. Roadside sensors and devices are used to capture live streams of huge data and the Internet of Things (IoT) is becoming popular for the deployment of effective Intelligent Transportation Systems (ITS). Traffic...

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Bibliographic Details
Main Authors: Basharat Hussain, Muhammad Khalil Afzal, Shafiq Ahmad, Almetwally M. Mostafa
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Traffic flow prediction
deep learning
gated recurrent unit
hyperparameters optimization
Online Access:https://ieeexplore.ieee.org/document/9483909/

Internet

https://ieeexplore.ieee.org/document/9483909/

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