Heart disease diagnosis based on mediative fuzzy logic

被引:30
作者
Iancu, Ion [1 ]
机构
[1] Univ Craiova, Dept Comp Sci, 13 AI Cuza St, Craiova 200585, Romania
关键词
Fuzzy set; Intuitionistic fuzzy set; Mediative fuzzy logic; Fuzzy logic controller; SYSTEM;
D O I
10.1016/j.artmed.2018.05.004
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Mediative fuzzy logic is an approach able to deal with inconsistent information providing a solution when contradiction exists. The aim of this paper is to design an expert system based on this type of fuzzy logic in order to diagnose a possible heart disease for a patient. Our proposed system is an extension of the standard Mamdani fuzzy logic controller and contains 44 rules of the type single input single output. The system works with 11 variables as inputs and one variable as output.
引用
收藏
页码:51 / 60
页数:10
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