Ensemble Learning Multiple LSSVR With Improved Harmony Search Algorithm for Short-Term Traffic Flow Forecasting

Ensemble Learning Multiple LSSVR With Improved Harmony Search Algorithm for Short-Term Traffic Flow Forecasting

Short-term traffic flow forecasting plays an important role in current intelligent transportation system. For most models, the selection of time lag is a crucial factor affecting the forecasting performance. Instead of choosing a single time lag when constructing model, in this paper, we propose a n...

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Bibliographic Details
Main Authors: Xiaobo Chen, Xinwen Cai, Jun Liang, Qingchao Liu
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Intelligent transportation
harmony search
short-term traffic flow prediction
support vector machine
Online Access:https://ieeexplore.ieee.org/document/8290688/

Internet

https://ieeexplore.ieee.org/document/8290688/

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