| 基于PL/SQL的粗糙集分类算法研究 |
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| 引用本文： | 邢长征,杨冬庆,李秀华.基于PL/SQL的粗糙集分类算法研究[J].辽宁工程技术大学学报(自然科学版),2006,25(2):255-257. |
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| 作者姓名： | 邢长征 杨冬庆 李秀华 |
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| 作者单位： | 1. 辽宁工程技术大学,电子与信息工程系,辽宁,阜新,123000
2. 辽宁省阜新市自来水总公司,辽宁阜新,123000 |
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| 摘 要： | 为改进数据分类的效果，基于粗糙集理论实现数据分类和规则推理的基本原理，利用粗糙集理论中核及决策类覆盖的思想，提出了一个在数据集中发现没有冗余属性的最小归纳依赖关系，简化带有不相容规则的决策系统的数据挖掘算法。通过PL／SQL演示了挖掘分类规则的过程，结果表明基于粗糙集分类算法的有效性。
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| 关 键 词： | 粗糙集 PL／SQL 分类规则 决策系统 |
| 文章编号： | 1008-0562(2005)02-0255-03 |
| 修稿时间： | 2005年12月12 |
Rough set classification algorithm based on PL/SQL |
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| XING Chang-zheng,YANG Dong-qing,LI Xiu-hua.Rough set classification algorithm based on PL/SQL[J].Journal of Liaoning Technical University (Natural Science Edition),2006,25(2):255-257. |
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| Authors: | XING Chang-zheng YANG Dong-qing LI Xiu-hua |
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| Abstract: | In order to improve the effect of mining classification rules in data,the paper introduces the basic principle for rule generation and mining classification rules in data sets.The paper also describes the concept of core and decision class covering in rough set theory.Then,by analyzing induction dependency relation among attributes,we give a new method of discovering minimum induction dependency relation in data sets.which is used to mine classification rules with non-consistent decision rules in a decision system.In the end,using PL/SQL code the process of mining classification rules is demonstrated.The result shows the validity of the algorithm based on rough set. |
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| Keywords: | rough set PL/SQL classification rule decision system |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
