The practice of cluster analysis

The practice of cluster analysis
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DOI:
10.1007/s00357-006-0002-6
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发表时间:
2006-01-01
影响因子:
2
通讯作者:
Kettenring, Jon R.
Kettenring, Jon R.
中科院分区:
计算机科学4区
文献类型:
--
作者:
Kettenring, Jon R.

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聚类分析是多变量数据分析的主要方法之一。它的使用很广泛,而且增长迅速。本文的目标是记录这种增长,描述当前的使用情况,通过示例说明应用程序的广度,突出好的和有风险的实践,并建议一些研究优先事项。
Cluster analysis is one of the main methodologies for analyzing multivariate data. Its use is widespread and growing rapidly. The goal of this article is to document this growth, characterize current usage, illustrate the breadth of applications via examples, highlight both good and risky practices, and suggest some research priorities.