Journal
KNOWLEDGE-BASED SYSTEMS
Volume 14, Issue 5-6, Pages 253-257Publisher
ELSEVIER SCIENCE BV
DOI: 10.1016/S0950-7051(01)00103-4
Keywords
knowledge representation; data mining; features; feature space; feature construction; feature selection; feature reduction; relevance analysis
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In data mining, an important task in classification and prediction includes feature construction, feature description, feature selection. feature relevance analysis and feature reduction. In this paper, feature space theory is introduced as a mathematical foundation for feature related concepts and techniques in data mining, (C) 2001 Elsevier Science B.V. All rights reserved.
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