Incremental reduction of imbalanced distributed mixed data based on \(k\)-nearest neighbor rough set

DOI10.1016/j.ijar.2024.109218zbMath1547.68676MaRDI QIDQ6596683

Changchun Liu, Wei-Hua Xu

Publication date: 2 September 2024

Published in: International Journal of Approximate Reasoning (Search for Journal in Brave)

zbMATH Keywords

neighborhood rough setneighborhood mutual informationincremental feature selectionunbalanced mixed-type data

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Reasoning under uncertainty in the context of artificial intelligence (68T37) Measures of information, entropy (94A17)

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