摘要
在分析一类分类方法最新研究成果的基础上,提出了基于一类分类的模式聚类方法,通过与传统聚类方法的比较,说明该方法对非线性数据处理聚类的优越性,并以某企业对供应商关系调查数据为例,将这种方法应用于企业供应商关系分析中。聚类结果表明了该方法的有效性,为企业与其它组织之间的复杂关系网络的特征数据分析提供了一种可行的方法。
Based on the analysis of one-class classification, a clustering method based on one-class classification is put forward. Compared with the traditional clustering methods, this clustering method has superiorities in dealing with the no-line data. Finally, the authors use the method to analyse the investigating data about the relationships between a firm and its supplies. The results of clustering show that this clustering method is effective for analyzing the complex relationships among the enterprise with its supplies.
出处
《计算机工程》
EI
CAS
CSCD
北大核心
2005年第10期36-38,74,共4页
Computer Engineering
基金
广东省自然科学基金资助项目(032354)
关键词
一类分类方法
聚类
组织间关系
关系分析
One-class classification
Clustering
Inter-organizational relationships
Relationship analysis
