期刊文献+

基于相似度的改进粗糙集模型

Improvement of rough set model based on similarity degree
在线阅读 下载PDF
导出
摘要 针对带"*"值的不完备信息系统,在对扩充粗糙集模型分析的基础上,对属性集合进行分类,引进了相似度的概念,在此基础上提出基于相似度的带有参数的改进二元关系,并讨论了基于该二元关系的粗集扩充模型,新模型更具灵活性和准确性。最后,实例分析进一步验证了改进二元关系扩充模型对处理不完备信息系统更加合理有效。 Aiming at the incomplete information system with '*',based on analysis of some extended rough set model,this paper classifies attribute set.The conception of similarity degree is introduced.A new binary relation is proposed which is based on one parameter and similarity degree,and the rough set model is based on this new relation.The extended model is more flexible and accurate.In the end,by an example,it is verified that the new extension is more reasonable and effective.
作者 陶志 郭玉燕
出处 《中国民航大学学报》 CAS 2012年第3期56-61,共6页 Journal of Civil Aviation University of China
基金 国家自然科学基金项目(60672178) 中国民航大学科研基金项目(2010kys01)
关键词 不完备信息系统 粗糙集 容差关系 相似度 改进二元关系 incomplete information system rough set tolerance relation similarity degree improved binary relation
  • 相关文献

参考文献9

二级参考文献27

  • 1刘富春.不完备信息系统中粗糙集理论的扩充[J].计算机与现代化,2005(6):1-3. 被引量:5
  • 2刘富春.基于修正容差关系的扩充粗糙集模型[J].计算机工程,2005,31(24):145-147. 被引量:9
  • 3PAWLAK Z. Rough sets [ J ]. International Journal of Computer and Information Sciences, 1982,11:341-356.
  • 4KRYSZKIEWICZ W. Generation of rules from incomplete information systems [ C ]//KOMOROWSKI H J, ZYTKOW J M. Proc of the 1st European Symposium on Principles of Data Mining and Knowledge Discovery. Berlin : Springer-Verlag, 1997 : 156-166.
  • 5STEFANOWSKI J, TSOUKIAS A. On the extension of rough sets under incomplete information [ C ]//ZHONG Ning, SKOWRON A, OHSUGA S. Proc of the 7th International Workshop on New Directions in Rough Sets, Data Mining, and Granular-Soft Computing. Berlin: Springer-Verlag, 1999:73-81.
  • 6GRZYMALA-BUSSE J W. Characteristic relations for incomplete data: a generalization of the indiscemibility relation [ C ]//Proc of the 3rd International Conference on Rough Sets and Current Trends in Computing. Uppsala, Sweden : [ s. n. ] ,2004:244-253.
  • 7Pawlak Z,Busse J G.Rough Sets[J].Communications of the ACM,1995,38(11):89-95.
  • 8Kryszkiewicz M.Rough Set Approach to Incomplete Information Systems[J].Information Sciences,1998,112(1-4):39-49.
  • 9Stefanowski J,Tsoukias A.On the Extension of Rough Sets Under Incomplete Information[M] //Zhong Ning,Ohsuga S.New Directions in Rough Sets,Data Mining and Granular-soft Computing.Berlin,Germany:Springer-Vcrlag,1999.
  • 10KRYSZKIEWICZ M. Rough set approach to incomplete information system[J]. Information Sciences, 1998, 112: 39-49.

共引文献310

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部