Incremental Feature Selection Oriented for Data with Hierarchical Structure

Incremental Feature Selection Oriented for Data with Hierarchical Structure

In the big data era, the sample size is becoming increasingly large, the data dimensionality is also becoming extremely high, moreover, there exists hierarchical structure between different class labels. This paper investigates incremental feature selection for hierarchical classification based on t...

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Bibliographic Details
Main Author: SHE Yanhong, HUANG Wanli, HE Xiaoli, QIAN Ting
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2023-12-01
Series:Jisuanji kexue yu tansuo
Subjects:
fuzzy rough sets; dependency degree; hierarchical classification; incremental feature selection; inclusive strategy
Online Access:http://fcst.ceaj.org/fileup/1673-9418/PDF/2308062.pdf

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