STSGAN: Spatial-Temporal Global Semantic Graph Attention Convolution Networks for Urban Flow Prediction

Accurate urban traffic flow prediction plays a vital role in Intelligent Transportation System (ITS). The complex long-term and long-range spatiotemporal correlations of traffic flow pose a significant challenge to the prediction task. Most current research methods focus only on spatial correlations...

Full description

Bibliographic Details
Main Authors: Junwei Zhou, Xizhong Qin, Kun Yu, Zhenhong Jia, Yan Du
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:ISPRS International Journal of Geo-Information
Subjects:
Online Access:https://www.mdpi.com/2220-9964/11/7/381