Cluster validity index for fuzzy clustering

被引:195
作者
Kwon, SH [1 ]
机构
[1] Yeungnam Univ, Sch E&E, Kyongsan 712749, South Korea
关键词
D O I
10.1049/el:19981523
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A new cluster validation index is presented which can be used to eliminate the monotonically decreasing tendency when the number of clusters becomes very large and close to the number of data points. The limiting behaviour is described and numerical examples presented to show the effectiveness of the proposed cluster validity index.
引用
收藏
页码:2176 / 2177
页数:2
相关论文
共 5 条
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    PAL, NR
    BEZDEK, JC
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1995, 3 (03) : 370 - 379
  • [5] Xie XL, 1991, IEEE T PAMI, V13, P841, DOI DOI 10.1109/34.85677