Fuzzy clustering using multiple Gaussian kernels with optimized-parameters

DOI10.1007/s10700-017-9268-xzbMath1428.62305OpenAlexW2604358791MaRDI QIDQ1795053

Issam Dagher

Publication date: 16 October 2018

Published in: Fuzzy Optimization and Decision Making (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10700-017-9268-x

zbMATH Keywords

clusteringGaussiankernelfuzzyFCMvalidity measure

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Pattern recognition, speech recognition (68T10) Multivariate analysis and fuzziness (62H86)

Related Items (1)

Fuzzy clustering based on linguistic information: a case study on clustering destinations with tourists’ perceptions

Uses Software

• UCI-ml

Cites Work

• On the convergence of some possibilistic clustering algorithms
• Fuzzy clustering for the estimation of the parameters of the components of mixtures of normal distributions
• The analysis of a simple k -means clustering algorithm
• A Fuzzy Relative of the ISODATA Process and Its Use in Detecting Compact Well-Separated Clusters
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