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 It makes well-trained static learning models lose accuracy and become outdated as time goes by.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...
Main Authors: | , , , |
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Format: | Article |
Language: | English |
Published: |
Atlantis Press
2018-01-01
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Series: | International Journal of Computational Intelligence Systems |
Subjects: | |
Online Access: | https://www.atlantis-press.com/article/25888775/view |