FastDTW-Encoded Spatial-temporal Attention Dual Graph Convolutional Network for Traffic Flow Prediction

Addressing the insufficient extraction of traffic network topology features and inadequate topological feature extraction and spatial-temporal dependency modeling in traffic flow prediction, we construct a dual graph convolutional network algorithm based on fast Dynamic Time Warping (fastDTW) and sp...

Full description

Bibliographic Details

Published in:	IEEE International Symposium on IT in Medicine and Education pp. 720 - 725
Main Authors:	Shen, Bingqi, Chen, Linlong, Yang, Nan
Format:	Conference Proceeding
Language:	English
Published:	IEEE 13.09.2024
Subjects:	Attention mechanisms Convolution Correlation FastDTW Feature extraction Graph convolutional networks Heuristic algorithms Network topology Prediction algorithms Predictive models Spatial-temporal dependency modeling Time series analysis Traffic flow prediction
ISSN:	2474-3828
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!