Single-link characteristics of a mode-seeking clustering algorithm

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摘要

This paper demonstrates the similarity between the single-link clustering method and a recently proposed clustering method based on mode-seeking. A user of clustering algorithms should be aware of this fact when attempting to assess clusters from different points of view.

论文关键词:Cluster analysis,Mode estimation,Single-link clustering,Minimum spanning tree,Chaining effect,Dendrogram

论文评审过程:Received 27 November 1977, Revised 8 July 1978, Available online 19 May 2003.

论文官网地址:https://doi.org/10.1016/0031-3203(79)90030-X