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Clustering Stability: An Overview

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Product Code: 9781601983442
ISBN13: 9781601983442
Condition: New
$50.56

Clustering Stability: An Overview

$50.56
 
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 we 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, we relate them to each other and discuss their different implications.


Author: Ulrike Von Luxor
Publisher: Now Publishers
Publication Date: Apr 21, 2010
Number of Pages: 54 pages
Binding: Paperback or Softback
ISBN-10: 1601983441
ISBN-13: 9781601983442
 

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