Advances in Dendrogram Seriation for Application to Visualization

作者:Earle Denise*; Hurley Catherine B
来源:Journal of Computational and Graphical Statistics, 2015, 24(1): 1-25.
DOI:10.1080/10618600.2013.874295

摘要

Visualizations of statistical data benefit from systematic ordering of data objects to highlight features and structure. This article concerns ordering via dendrogram seriation based on hierarchical clustering of data objects. It describes DendSer, a general-purpose dendrogram seriation algorithm which when coupled with various seriation cost functions is easily adapted to different visualization settings. Comparisons are made with other dendrogram seriation algorithms and applications are presented. Supplementary materials for this article are available online.

  • 出版日期2015-1-2