Clustering Stability: An Overview by Von LuxburgClustering Stability: An Overview by Von Luxburg

Clustering Stability: An Overview

byVon Luxburg

Paperback | January 1, 2010

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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.
Title:Clustering Stability: An OverviewFormat:PaperbackDimensions:8.75 × 6.35 × 0.68 inPublished:January 1, 2010Publisher:World Scientific PublishingLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:1601983441

ISBN - 13:9781601983442

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