Multicriteria assignment method PROAFTN:: Methodology and medical application

被引：111

作者：

Belacel, N

机构：

[1] Free Univ Brussels, Inst Stat & Operat Res, B-1050 Brussels, Belgium

[2] Free Univ Brussels, Serv Math Gest, B-1050 Brussels, Belgium

来源：

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH | 2000年 / 125卷 / 01期

关键词：

multicriteria decision analysis; classification; fuzzy assignment; medical diagnosis;

D O I：

10.1016/S0377-2217(99)00192-7

中图分类号：

C93 [管理学];

学科分类号：

12 ; 1201 ; 1202 ; 120202 ;

摘要：

This paper presents a new fuzzy multicriteria classification method, called PROAFTN, for assigning alternatives to predefined categories. This method belongs to the class of supervised learning algorithms and enables to determine the fuzzy indifference relations by generalising the indices (concordance and discordance) used in the ELECTRE III method. Then, it assigns the fuzzy belonging degree of the alternatives to the categories. We also present a clinical application of the proposed method in the cytopathological diagnosis of acute leukaemia. (C) 2000 Elsevier Science B.V. All rights reserved.

引用

页码：175 / 183

页数：9

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