An advanced cluster analysis method based on statistical test

被引：0
|
作者：
Gao, XB [1 ]
Ji, HB [1 ]
Jie, L [1 ]
机构：
[1] Xidian Univ, Sch Elect Engn, Xian 710071, Peoples R China
来源：
2002 6TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS I AND II | 2002年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents a,novel clustering algorithm supervised by statistical tests. It deals with three key problems in data analysis;, cluster tendency, cluster analysis and cluster validity, simultaneously. So, it provides a effective tool to analyze the validity and reasonableness of pattern unsupervised classification, especially in the case of large number of samples. The experimental result illustrates its effectiveness.
引用
收藏
页码：1100 / 1103
页数：4
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