Novel Ensemble Approach with Incremental Information Level and Improved Evidence Theory for Attribute Reduction

Novel Ensemble Approach with Incremental Information Level and Improved Evidence Theory for Attribute Reduction

With the development of intelligent technology, data in practical applications show exponential growth in quantity and scale. Extracting the most distinguished attributes from complex datasets becomes a crucial problem. The existing attribute reduction approaches focus on the correlation between att...

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Bibliographic Details
Main Authors: Peng Yu, Yifeng Zheng, Ziwen Liu, Baoya Wei, Wenjie Zhang, Ziqiong Lin, Zhehan Li
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Entropy
Subjects:
machine learning
attribute reduction
information theory
evidence theory
Online Access:https://www.mdpi.com/1099-4300/27/1/94
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