Short-Term Traffic Flow Forecasting via Multi-Regime Modeling and Ensemble Learning

Short-Term Traffic Flow Forecasting via Multi-Regime Modeling and Ensemble Learning

Short-term traffic flow forecasting is crucial for proactive traffic management and control. One key issue associated with the task is how to properly define and capture the temporal patterns of traffic flow. A feasible solution is to design a multi-regime strategy. In this paper, an effective appro...

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Bibliographic Details
Main Authors: Zhenbo Lu, Jingxin Xia, Man Wang, Qinghui Nie, Jishun Ou
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Applied Sciences
Subjects:
traffic flow forecasting
multi-regime modeling
hidden markov model
ensemble learning
regression tree
Online Access:https://www.mdpi.com/2076-3417/10/1/356

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https://www.mdpi.com/2076-3417/10/1/356

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