A Heuristic Algorithm for Decision Table Reduction

摘要：

　　The independency between two attribute subsets can be verified based on Chi square statistic to reduce candidate sets.Based on this measure,heuristic algorithm employing information entropy for reduction of decision systems is presented by combining rough sets and statistics.And the validity of this algorithm is analyzed.

关键词： rough sets Chi square statistic information entropy Decision table

作者: Na Su Fengfeng Liao Zhehui Wu

作者单位: Department of information engineering, ShanDong University of Science and Technology,TaianShanDong, College of Software, Zhejiang University of Technology, Hangzhou ZheJiang,China;College of informati College of information science and engineering, ShanDong University of Science andTechnology ,Qingda

会议类型: 国际会议

会议名称: 2012 2nd international Conference on Materials Science and Information Technology(2012第二届材料科学与信息技术国际会议)(MSIT2012)

会议地点: 西安

会议语种:英文

页码: 1543-1547

在线出版日期: 2012-08-24（万方平台首次上网日期，不代表论文的发表时间）