计算机工程与应用 ›› 2010, Vol. 46 ›› Issue (1): 45-47.DOI: 10.3778/j.issn.1002-8331.2010.01.015

• 研究、探讨 • 上一篇    下一篇

SP-上阶梯知识挖掘及状态识别算法

刘若慧1,刘保仓2   

  1. 1.黄准学院 计算机科学系,河南 驻马店 463000
    2.黄淮学院 数学科学系,河南 驻马店 463000
  • 收稿日期:2008-07-22 修回日期:2008-10-17 出版日期:2010-01-01 发布日期:2010-01-01
  • 通讯作者: 刘若慧

Mining of Sp-upper ladder knowledge and algorithm of state recognition

LIU Ruo-hui1,LIU Bao-cang2   

  1. 1.Department of Computer Sciences,Huanghuai University,Zhumadian,Henan 463000,China
    2.Department of Mathematics Sciences,Huanghuai University,Zhumadian,Henan 463000,China
  • Received:2008-07-22 Revised:2008-10-17 Online:2010-01-01 Published:2010-01-01
  • Contact: LIU Ruo-hui

摘要: 单向Sp-粗集中,具有属性集α的知识[x](R-元素等价类[x])具有这样的特征:若α内被补充属性,则[x]内的元素个数被减少。利用这一特征,考虑属性补充的随机性,给出Sp-上阶梯知识,Sp-上阶梯知识的依信度生成,Sp-上阶梯知识属性依赖的原理,给出Sp-上阶梯知识的属性依赖挖掘定理,Sp-上阶梯知识的状态识别算法。

关键词: Sp-上阶梯知识, 属性依赖, 依信度生成, 依赖挖掘, 单位圆定理, 状态识别, 挖掘算法, ,

Abstract: In one direction Sp-rough sets,the knowledge[x](R-element equivalence class[x]) with the attribute set α has such characteristic:If there are new attributes supplemented to α,then the elements in [x] will decrease;By using these characteristics and considering the reliability characteristics of the element transference random,the concepts of Sp-upper ladder knowledge,the generation of depending on reliability of Sp-upper ladder knowledge,and attribute dependence of Sp-upper ladder knowledge are presented.Attribute dependence mining theorem of Sp-upper ladder knowledge,and attribute dependence algorithm are also given.

Key words: Sp-upper ladder knowledge, attribute dependence, generation of depending on reliability, dependence mining, unit circle theorem, state recognition, mining algorithm

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