Evolutionary fuzzy clustering of relational data

DOI10.1016/j.tcs.2011.05.039zbMath1223.68094OpenAlexW1978265692MaRDI QIDQ642529

Ricardo J. G. B. Campello, Ivan C. de Andrade, Danilo Horta

Publication date: 27 October 2011

Published in: Theoretical Computer Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.tcs.2011.05.039

zbMATH Keywords

fuzzy clusteringevolutionary algorithmsnatural computingrelational datafuzzy computing

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Reasoning under uncertainty in the context of artificial intelligence (68T37) Data structures (68P05)

Related Items

Fuzzy \(c\)-ordered-means clustering

Uses Software

• Silhouettes
• UCI-ml
• clusfind
• PRMLT

Cites Work

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• A fuzzy extension of the silhouette width criterion for cluster analysis
• On the efficiency of evolutionary fuzzy clustering
• Silhouettes: a graphical aid to the interpretation and validation of cluster analysis
• Relational duals of the c-means clustering algorithms
• A Monte Carlo study of thirty internal criterion measures for cluster analysis
• Genetic clustering for automatic evolution of clusters and application to image classification
• An evolutionary technique based on K-means algorithm for optimal clustering in \({\mathbb R}^{N}\)
• Numerical methods for fuzzy clustering
• Evolutionary clustering of relational data
• A Clustering Performance Measure Based on Fuzzy Set Decomposition
• Finding Groups in Data
• Relative clustering validity criteria: A comparative overview
• Integer Programming and the Theory of Grouping
• A Fuzzy Relative of the ISODATA Process and Its Use in Detecting Compact Well-Separated Clusters