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  • 标题:Application of resampling methods to estimate the number of clus-ters in gene expression data
  • 本地全文:下载
  • 作者:KATARZYNA STĄPOR
  • 期刊名称:Theoretical and Applied Informatics
  • 印刷版ISSN:1896-5334
  • 出版年度:2006
  • 卷号:18
  • 期号:2
  • 页码:109-122
  • 出版社:Versita Open
  • 摘要:In this paper we evaluated the two recently emerged resampling-based methods for estimation the number of clusters (if any) in a dataset. The first method is based on the concept of clustering stability while the second utilizes the ideas from discriminant analysis. These methods are compared using simulated and gene expression data from cancer microarray studies.
  • 关键词:clustering; cluster validation; gene expression data.
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