On definition and construction of association measures

被引：20

作者：

Batyrshin, Ildar Z. ^{[1
]}

机构：

[1] Inst Politecn Nacl, CIC, Mexico City 07738, DF, Mexico

来源：

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS | 2015年 / 29卷 / 06期

关键词：

Association measure; Pearson's correlation coefficient; t-conorm; similarity measure; involution;

D O I：

10.3233/IFS-151930

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The definition and the general methods of construction of non-statistical association measures on different domains are discussed. An association measure is a function of two variables defined on a set X with involutive operation and satisfying the properties similar to the properties of the Pearson's correlation coefficient. Such measure can be used for analysis of the possible positive and negative relationships between variables. The methods of construction of association measures using similarity measures and pseudo-difference operations associated to t-conorms are discussed. The examples of association measures on different domains are considered.

引用

页码：2319 / 2326

页数：8

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