Finding reducts for ordinal decision tables

被引:0
|
作者
Lee, JWT [1 ]
Wang, XZ [1 ]
Wang, JF [1 ]
机构
[1] Hong Kong Polytech Univ, Dept Comp, Kowloon, Hong Kong, Peoples R China
关键词
rough set; ordinal decision tables; ordinal reduct;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Since its introduction, rough set theory has demonstrated its usefulness in many applications where imprecise and inconsistent information is involved. An important area of its application is in the induction of decision rules for decision problems. Recently, there are studies for applying rough set theory in decision related to ordering where items are ordered by assigning to them an ordinal class label such as excellent, good, fair, bad. In this paper we examine a particular situation of ordinal decision which has not been considered in previous studies. We introduce some new concepts in relation to reducts of such ordinal decision systems and proposed a way to find these reducts using a concept similar to discernibility matrix.
引用
收藏
页码:3143 / 3147
页数:5
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