Distributed fuzzy attribute reduction for partially labeled big data

doi:10.1016/j.asoc.2026.114921

Distributed fuzzy attribute reduction for partially labeled big data

2026-03-02

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DOI：10.1016/j.asoc.2026.114921

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Abstract

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• We introduce Spark’s distributed framework for semi-supervised attribute reduction. • We develop a novel fuzzy decision based-label training and learning approach. • A novel approximation fuzzy decision (Audi)-based attribute measure is proposed.

Keywords:

distributed framework

semi-supervised attribute reduction

fuzzy decision

attribute measure

partially labeled big data

Distributed fuzzy attribute reduction for partially labeled big data

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