A Hybrid Model for Forecasting Traffic Flow: Using Layerwise Structure and Markov Transition Matrix

A Hybrid Model for Forecasting Traffic Flow: Using Layerwise Structure and Markov Transition Matrix

Forecasting the traffic flow is greatly significant for traffic safety, energy conservation, and environmental protection. However, in the face of many external uncertainties, making accurate predictions about traffic volumes is a challenging issue. Many previous types of researche only explore the...

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Bibliographic Details
Main Authors: Shaokun Zhang, Zejian Kang, Zhemin Zhang, Congren Lin, Cheng Wang, Jonathan Li
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Traffic flow forecast
layerwise structure
Markov transition matrix
point of interest
Online Access:https://ieeexplore.ieee.org/document/8649574/

Internet

https://ieeexplore.ieee.org/document/8649574/

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