基于一类分类方法的多类分类及其应用

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  • 1.北京航空航天大学 经济管理学院‚北京100083;2.五邑大学 管理学院‚广东 江门529020
李焕荣(1963-)‚男‚博士生‚现任五邑大学管理学院副教授‚主要从事企业战略管理、网络组织研究

收稿日期: 2003-12-24

  网络出版日期: 2015-09-09

基金资助

 广东省自然科学基金资助项目(032354)

Multiclass Classification Based on the One-class Classification and its Application

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  • 1.School of Economy and Management‚Beijing Univ.of Aeronautics and Astronautics‚Beijin
李焕荣(1963-)‚男‚博士生‚现任五邑大学管理学院副教授‚主要从事企业战略管理、网络组织研究

Received date: 2003-12-24

  Online published: 2015-09-09

摘要

 在分析一种非线性数据处理新方法的核心概念基础上‚研究了基于一类分类方法的多类分类基本原理‚提出了应用于多类分类的可信度函数‚使聚类与分类的结果更具有可信度.最后‚以某企业对供应商关系的调查数据为例‚将这种方法应用于企业商业关系网络分析中.结果表明了该方法的有效性.

本文引用格式

李焕荣 林健 . 基于一类分类方法的多类分类及其应用[J]. 华南理工大学学报(自然科学版), 2004 , 32(8) : 82 -88 . DOI: 1000-565X(2004)08-0082-07

Abstract

 Relationship management is the key to the success of a modern firm.As a new method to process the nonlinear data‚the Kernel method provides a feasible scheme to analyze the complex relationship networks in firms.In this paper‚based on the analysis of the core concepts in the Kernel method‚the basic principles of the multiclass classification based on the one-class classification were studied‚and the reliability function applied to the multiclass classification was put forward‚which makes the classification results more reliable.Finally‚the method was applied to the data analysis of the relationships between a firm and its suppliers.The results reveal the validity of the proposed classification method.
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