%0 Journal Article
%T A NOVEL CLUSTER ANALYSIS METHOD SUPERVISED BY STATISTICAL TESTS<br>基于统计检验指导的聚类分析方法
%A Gao Xinbo
%A Pei Jihong
%A Xie Weixin
%A <br>高新波
%A 裴继虹
%A 谢维信
%J 电子与信息学报
%D 2000
%I 
%X A novel cluster analysis method supervised by statistical tests is proposed in this paper, which processes three key problems in data analysis, cluster tendency, cluster analysis and cluster validity, simultaneously. So, it provides an analysis tool for the validity and reasonableness of pattern unsupervised classification, especially in the case of large number of samples. The experimental results demonstrate its effectiveness.
%K Cluster tendency
%K Cluster analysis
%K Cluster validity
%K Statistical tests<br>聚类趋势
%K 聚类分析
%K 聚类有效性
%K 统计检验
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=1319827C0C74AAE8D654BEA21B7F54D3&jid=EFC0377B03BD8D0EF4BBB548AC5F739A&aid=6EE210AD680782E1&yid=9806D0D4EAA9BED3&vid=BC12EA701C895178&iid=CA4FD0336C81A37A&sid=B31275AF3241DB2D&eid=59906B3B2830C2C5&journal_id=1009-5896&journal_name=电子与信息学报&referenced_num=0&reference_num=10