A Two-Stage Hybrid Extreme Learning Model for Short-Term Traffic Flow Forecasting

Credible and accurate traffic flow forecasting is critical for deploying intelligent traffic management systems. Nevertheless, it remains challenging to develop a robust and efficient forecasting model due to the nonlinear characteristics and inherent stochastic traffic flow. Aiming at the nonlinear...

Full description

Bibliographic Details
Main Authors: Zhihan Cui, Boyu Huang, Haowen Dou, Yan Cheng, Jitian Guan, Teng Zhou
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/10/12/2087