The Optimal Estimation of Fuzziness Parameter in Fuzzy C-Means Algorithm

DOI10.1007/978-3-319-60837-2_45zbMath1490.62159OpenAlexW2646425259MaRDI QIDQ5082228

Hsun-Chih Kuo, Yu-Jau Lin

Publication date: 15 June 2022

Published in: Rough Sets (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-60837-2_45

zbMATH Keywords

simulated annealingMarkov chainfuzzy c-meansXie-Beni index

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Multivariate analysis and fuzziness (62H86)

Cites Work

• Analysis of parameter selections for fuzzy \(c\)-means
• Numerical taxonomy with fuzzy sets
• On fuzzy cluster validity indices
• Fuzzy clustering for the estimation of the parameters of the components of mixtures of normal distributions
• Unnamed Item

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