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Clustering Stability by Ulrike von Luxor
Clustering Stability by Ulrike von Luxor
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Description

A popular method for selecting the number of clusters is based on stability arguments: one chooses the number of clusters such that the corresponding clustering results are most stable. In recent years, a series of papers has analyzed the behavior of this method from a theoretical point of view. However, the results are very technical and difficult to interpret for non-experts. In this paper the authors give a high-level overview about the existing literature on clustering stability. In addition to presenting the results in a slightly informal but accessible way, they relate them to each other and discuss their different implications.
Release date NZ
April 21st, 2010
Audience
  • Professional & Vocational
Pages
54
Dimensions
156x234x3
ISBN-13
9781601983442
Product ID
6757991

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