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AGNES (Agglomerative Nesting)

  • Introduced in Kaufmann and Rousseeuw (1990)
  • Implemented in statistical packages, e.g., Splus
  • Use the single-link method and the dissimilarity matrix
  • Merge nodes that have the least dissimilarity
  • Go on in a non-descending fashion
  • Eventually all nodes belong to the same cluster


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