An Improved Selective Ensemble Learning Method for Highway Traffic Flow State Identification

An Improved Selective Ensemble Learning Method for Highway Traffic Flow State Identification

Reliable and accurate real-time traffic flow state identification is crucial for an intelligent transportation system (ITS). This identification is a prerequisite for alleviating traffic congestion and improving highway operation efficiency. In this paper, we propose an improved traffic flow state i...

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Bibliographic Details
Main Authors: Zhanzhong Wang, Ruijuan Chu, Minghang Zhang, Xiaochao Wang, Siliang Luan
Format: article
Language:EN
Published: IEEE 2020
Subjects:
Traffic flow state identification
fuzzy C-means clustering
random subspace algorithm
selective ensemble learning
machine learning
Electrical engineering. Electronics. Nuclear engineering
TK1-9971
Online Access:https://doaj.org/article/c0b35f36b65f42f68d982cfc4b93a26e
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https://doaj.org/article/c0b35f36b65f42f68d982cfc4b93a26e

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