A CNN-LSTM-GRU Hybrid Model for Spatiotemporal Highway Traffic Flow Prediction

The rapid growth in the number of motor vehicles has exacerbated traffic congestion. The occurrence of congestion not only poses significant challenges for traffic management authorities but also severely impacts residents’ travel and daily routines. Against this backdrop, predicting traffic flow ca...

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Bibliographic Details

Published in:	Systems
Main Authors:	Jinsong Zhang, Junyi Sha, Chunyu Zhang, Yijin Zhang
Format:	Article
Language:	English
Published:	MDPI AG 2025-09-01
Subjects:	highways traffic flow prediction CNN-LSTM-GRU
Online Access:	https://www.mdpi.com/2079-8954/13/9/765