Research on Urban Road Traffic Flow Prediction Based on Sa-Dynamic Graph Convolutional Neural Network

Neural network models based on GNNs often achieve good results in traffic flow prediction tasks of traffic networks. However, most existing GNN-based methods apply a fixed graph structure to capture spatial dependencies between nodes, and fixed graph structures may not be able to reflect the spatiot...

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Bibliographic Details
Main Authors: Song Hu, Jian Gu, Shun Li
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/13/3/416