Visual cluster validity for prototype generator clustering models

被引：44

作者：

Hathaway, RJ

Bezdek, JC

机构：

[1] Georgia So Univ, Dept Math & Comp Sci, Statesboro, GA 30460 USA

[2] Univ W Florida, Dept Comp Sci, Pensacola, FL 32514 USA

来源：

PATTERN RECOGNITION LETTERS | 2003年 / 24卷 / 9-10期

关键词：

cluster validity; data visualization; dissimilarity data; prototype generator clustering; visual cluster validity;

D O I：

10.1016/S0167-8655(02)00395-1

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Conventional cluster validity techniques usually represent all the validity information available about a particular clustering by a single number. The display method introduced here uses images generated from the results of any prototype generator clustering algorithm to do cluster validation. (C) 2002 Elsevier Science B.V. All rights reserved.

引用

页码：1563 / 1569

页数：7

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