A Method of Generating Decision Rules in Object-Oriented Rough Set Models

机译：面向对象的粗糙集模型中的决策规则生成方法

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摘要

We propose a method of decision rule generation in object-oriented rough set models proposed by Kudo and Murai. The object-oriented rough set model is an extension of the "traditional" rough set theory by introducing object-oriented paradigm used in computer science. The object-oriented rough set model treats objects as instances of some classes, and illustrate structural hierarchies among objects based on is-a relationship and has-a relationship. In this paper, we introduce decision rules in the object-oriented rough set model, and revise discernibility matrices proposed by Skowron and Rauser to generate decision rules in the object-oriented rough set model.

机译：我们提出了一种由Kudo和Murai提出的面向对象的粗糙集模型中的决策规则生成方法。面向对象的粗糙集模型是对“传统”粗糙集理论的扩展，它引入了计算机科学中使用的面向对象的范例。面向对象的粗糙集模型将对象视为某些类的实例，并基于is-a关系和has-a关系说明对象之间的结构层次结构。在本文中，我们在面向对象的粗糙集模型中引入了决策规则，并修改了Skowron和Rauser提出的可分辨矩阵，从而在面向对象的粗糙集模型中生成了决策规则。

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来源
《International Conference on Rough Sets and Current Trends in Computing(RSCTC 2006); 20061106-08; Kobe(JP)》|2006年|338-347|共10页
会议地点 Kobe(JP)
作者
Yasuo Kudo; Tetsuya Murai;
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作者单位

Dept. of Computer Science and Systems Eng., Muroran Institute of Technology Mizumoto 27-1, Muroran 050-8585, Japan;

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原文格式 PDF
正文语种 eng
中图分类计算技术、计算机技术;
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A Method of Generating Decision Rules in Object-Oriented Rough Set Models

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