A weighted rough set based method developed for class imbalance learning

DOI10.1016/j.ins.2007.10.002zbMath1134.68047OpenAlexW2026503419MaRDI QIDQ2476762

Daren Yu, Jinfu Liu, Qinghua Hu

Publication date: 12 March 2008

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2007.10.002

zbMATH Keywords

rough setsrule extractionweighted entropysample weightingclass imbalance learning

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Reasoning under uncertainty in the context of artificial intelligence (68T37)

Related Items (10)

A class of rough multiple objective programming and its application to solid transportation problem ⋮ Generalized fuzzy rough sets determined by a triangular norm ⋮ Communicating between information systems ⋮ A short note on algebraic \(T\)-rough sets ⋮ Attribute reduction in decision-theoretic rough set models ⋮ Quick attribute reduction in inconsistent decision tables ⋮ On quick attribute reduction in decision-theoretic rough set models ⋮ Evolution strategies based adaptive \(L_{p}\) LS-SVM ⋮ Roughness in MV-algebras ⋮ Attitude-based multi-expert evaluation of design

Uses Software

• UCI-ml
• LERS
• HandTill2001
• C4.5

Cites Work

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