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›› 2005, Vol. 31 ›› Issue (10): 45-.

• 论文 • 上一篇    下一篇

基于一类分类的聚类方法及其应用

李焕荣,林健   

  1. 北京航空航空大学经济管理学院,五邑大学 北京 100083 五邑大学,江门 529020
  • 发布日期:2005-05-25

Clustering Method Based on One-class Classification and Its Application

LI Huanrong 1,2, LIN Jian 2   

  1. (1.Economy and Management School, Beijing University of Aeronautical and Astronautical , Beijing 100083; 2. Wuyi University, Jiangmen 529020 )
  • Published:2005-05-25

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。

关键词: 一类分类方法, 聚类, 组织间关系, 关系分析

Abstract: 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.

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