Clustering of the self-organizing map using a clustering validity index based on inter-cluster and intra-cluster density.

DOI10.1016/S0031-3203(03)00237-1zbMath1059.68120OpenAlexW2084212577MaRDI QIDQ1425932

Sitao Wu, Tommy W. S. Chow

Publication date: 14 March 2004

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0031-3203(03)00237-1

zbMATH Keywords

Self-organizing mapHierarchical clusteringClustering validity indexMulti-representationPartitioning clustering

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10)

Related Items (2)

A flexible multi-layer self-organizing map for generic processing of tree-structured data ⋮ Performance prediction methodology based on pattern recognition

Uses Software

• UCI-ml

Cites Work

• Unnamed Item
• Self-organized formation of topologically correct feature maps
• Clustering properties of hierarchical self-organizing maps
• Cure: An efficient clustering algorithm for large databases
• Well-Separated Clusters and Optimal Fuzzy Partitions
• Self-organizing maps.
• Extending the Kohonen self-organizing map networks for clustering analysis.

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