Selecting informative features with fuzzy-rough sets and its application for complex systems monitoring

DOI10.1016/j.patcog.2003.10.016zbMath1070.68600OpenAlexW2108268240MaRDI QIDQ1886668

Yanyan Li

Publication date: 18 November 2004

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: http://pure.aber.ac.uk/ws/files/74081/prj2004.pdf

zbMATH Keywords

Feature selectionFuzzy-rough setsRule inductionFeature dependencyReduct searchSystems monitoring

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10) Reasoning under uncertainty in the context of artificial intelligence (68T37)

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Uses Software

• UCI-ml
• C4.5

Cites Work

• Fuzzy entropy and conditioning
• Quotients with respect to similarity relations
• Feature analysis through information granulation and fuzzy sets
• A hybrid filter/wrapper approach of feature selection using information theory
• Fuzzy-rough attribute reduction with application to web categorization.
• Fuzzy sets
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