A Graph Deep Learning-Based Fast Traffic Flow Prediction Method in Urban Road Networks

In modern smart cities, road networks are becoming more and more complicated, resulting in more complex format of graphs. This brings many challenges to the forecasting of traffic flow in road graphs. Most of traditional traffic flow forecasting methods ignored many implicit relationships inside roa...

Full description

Bibliographic Details
Main Authors: Dongfang Yang, Liping Lv
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10229141/