ST-TrafficNet: A Spatial-Temporal Deep Learning Network for Traffic Forecasting

ST-TrafficNet: A Spatial-Temporal Deep Learning Network for Traffic Forecasting

This paper presents a spatial-temporal deep learning network, termed ST-TrafficNet, for traffic flow forecasting. Recent deep learning methods highly relate accurate predetermined graph structure for the complex spatial dependencies of traffic flow, and ineffectively harvest high dimensional tempora...

Full description

Bibliographic Details
Main Authors: Huakang Lu, Dongmin Huang, Youyi Song, Dazhi Jiang, Teng Zhou, Jing Qin
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Electronics
Subjects:
traffic forecasting
deep learning
diffusion convolution
graph attention
intelligent transportation system
Online Access:https://www.mdpi.com/2079-9292/9/9/1474

Internet

https://www.mdpi.com/2079-9292/9/9/1474

Similar Items