节点文献
一种基于多元组决策表的缺省规则挖掘算法
An Algorithm Based on Multi-Tuple Decision Table for Mining De fault Rules
【摘要】 Rough集理论提供了一种新的处理不精确、不完全与不相容知识的数学方法。从不一致决策表中快速、有效地挖掘出缺省规则是决策规则挖掘研究的一个热点。该文改进了MDRBR算法,引入了广义支持度概念,并提出了一种基于多元组决策表的缺省规则挖掘算法-MTMDRBR算法,有效地解决了不一致多元组决策表的缺省规则挖掘问题,具有重要的实用意义。
【Abstract】 Rough Sets theory is a new mathematical method to de al with imprecise,incomplete and inconsistent data.How to efficiently and eff ectively mine default rules is a key focus from inconsistent decision table.Th is paper intro-duces the concept of general support measure,and propose s an algorithm Based on Multi-Tuple decision table for Min-ing Default Rules-MTMDR BR.algorithm MTMDRBR can effectively mine default rules from multi-tuple decis ion table,so the algorithm has real importance.
【关键词】 Rough集;
多元组决策表;
缺省规则;
广义支持度;
【Key words】 Rough Sets; Multi-t uple Decision Table; Default Rules; General Support Measure;
【Key words】 Rough Sets; Multi-t uple Decision Table; Default Rules; General Support Measure;
【基金】 安徽省教育厅自然科学研究基金(编号:2001kj050)
- 【文献出处】 计算机工程与应用 ,Computer Engineering and Applications , 编辑部邮箱 ,2003年17期
- 【分类号】TP311.12
- 【被引频次】1
- 【下载频次】56