Semi-supervised attribute reduction based on label distribution and label irrelevance

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Jianhua Dai, Weiyi Huang, Weisi Wang, Chucai Zhang

Published: 01 Jan 2023, Last Modified: 23 Jul 2025Inf. Fusion 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•An approach for processing partially labeled data by label distribution is proposed.•Fuzzy uncertainty measures are constructed for label distribution data.•A new criterion measuring the irrelevant information is defined.