We describe rough sets with values assigned to each element to deal with missing values in data tables under possible world semantics. It is clarified that with what value an object belongs to approximations. There exist possible tables that create elements of lower and upper bounds of indiscernibility relations, indiscernible classes, and approximations. This is the justification of this approach. The lower and the upper bounds of approximations are more strict than those of the previous work.

错误:搜索内容不能为空,请输入英文关键词
错误:关键词超出字数限制,请精简
高级检索

Rough Sets Consisting of Valued Objects in Data Tables with Missing Values

  • Michinori Nakata,
  • Hiroshi Sakai,
  • Takeshi Fujiwara

摘要

We describe rough sets with values assigned to each element to deal with missing values in data tables under possible world semantics. It is clarified that with what value an object belongs to approximations. There exist possible tables that create elements of lower and upper bounds of indiscernibility relations, indiscernible classes, and approximations. This is the justification of this approach. The lower and the upper bounds of approximations are more strict than those of the previous work.