Online Multi-Label Streaming Feature Selection Based on Label Group Correlation and Feature Interaction

Online Multi-Label Streaming Feature Selection Based on Label Group Correlation and Feature Interaction

Multi-label streaming feature selection has received widespread attention in recent years because the dynamic acquisition of features is more in line with the needs of practical application scenarios. Most previous methods either assume that the labels are independent of each other, or, although lab...

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Bibliographic Details
Main Authors: Jinghua Liu, Songwei Yang, Hongbo Zhang, Zhenzhen Sun, Jixiang Du
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Entropy
Subjects:
multi-label feature selection
label group correlation
streaming features
mutual information
Online Access:https://www.mdpi.com/1099-4300/25/7/1071

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