Active Fuzzy Weighting Ensemble for Dealing with Concept Drift

The concept drift problem is a pervasive phenomenon in real-world data stream applications. It makes well-trained static learning models lose accuracy and become outdated as time goes by. The existence of different types of concept drift makes it more difficult for learning algorithms to track. This...

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Bibliographic Details
Main Authors: Fan Dong, Jie Lu, Guangquan Zhang, Kan Li
Format: Article
Language:English
Published: Atlantis Press 2018-01-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Online Access:https://www.atlantis-press.com/article/25888775/view