Feature selection and semisupervised fuzzy clustering

DOI10.1007/S12543-009-0014-0zbMath1275.68118OpenAlexW2048445188MaRDI QIDQ376656

Yi-Qing Kong, Shi-Tong Wang

Publication date: 19 November 2013

Published in: Fuzzy Information and Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s12543-009-0014-0

zbMATH Keywords

feature selectionsemisupervised clustering

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• UCI-ml

Cites Work

• Selection of relevant features and examples in machine learning
• Wrappers for feature subset selection
• Text classification from labeled and unlabeled documents using EM
• Fuzzy clustering with supervision
• Enhancement of fuzzy clustering by mechanisms of partial supervision
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