距離型ＴＳ推論法とその糖尿病診断データの判別分析への応用

施 恭清; 水本 雅晴; 王 碩玉; 石 岩

doi:10.14864/fss.25.0.29.0

25th Fuzzy System Symposium

Session ID : 1B4-03

DOI https://doi.org/10.14864/fss.25.0.29.0

Conference information

Host: Japan Society for Fuzzy Theory and Intelligent Informatics (SOFT)

Distance-type TS Reasoning Method and Its Application to Fuzzy Discriminant Analysis for Diabetes Diagnostic Data

*Gongqing SHI, Masaharu MIZUMOTO, Shuoyu WANG, Yan SHI

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Keywords: distance-type reasoning method, TS fuzzy reasoning method, learning algorithm, discriminant analysis

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Abstract

This paper proposes distance-type TS reasoning method, in which the consequent part of fuzzy rule consists of a function. Moreover, learning algorithm is proposed for the distance-type TS reasoning method and applied to a diabetes diagnostic system, showing the satisfactory learning results.

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