RULE INDUCTION FROM INCOMPLETE DATA BASED ON KNOWN VALUES

摘要：

Several methods for dealing with missing values in incomplete data are reviewed, and a known-value-based conjunctive concept is discussed, which is formed only by those known values, and a new method to induce rules from incomplete table based only on known values is proposed. The study provides a new theoretical and practical solution for rule induction from incomplete data, where rules derive directly from non-repaired data, which reflect the original knowledge in incomplete data.

关键词： incomplete data known values rule induction concept learning conjunctive concept space

作者: Huaxiong Li Xianzhong Zhou

作者单位: School of Management and Engineering,Nanjing University, Nanjing,Jiangsu,210093,P.R.China School of Management and Engineering,Nanjing University,Nanjing,Jiangsu,210093,P.R.China;State Key L

会议类型: 国际会议

会议名称: 2008高等智能国际会议(2008 International Conference on Advanced Intelligence)

会议地点: 北京

会议语种:英文

在线出版日期: 2008-10-18（万方平台首次上网日期，不代表论文的发表时间）