An improved attribute reduction scheme with covering based rough sets

ROUGH FUZZY SETS AND FUZZY ROUGH SETS*

Didier Dubois, Henri Prade · International Journal of General Systems · 1990 · 2.9K citations

Computing, Computer Science, Mathematics +11

Neighborhood rough set based heterogeneous feature subset selection

Qinghua Hu, Daren Yu, Jinfu Liu et al. · Information Sciences · 2008 · 1.1K citations

Computing, Computer Science, Data Mining +10

Relational interpretations of neighborhood operators and rough set approximation operators

Yiyu Yao · Information Sciences · 1998 · 1K citations

Natural Sciences, Mathematics, Discrete Mathematics +14

A generalized definition of rough approximations based on similarity

Daniel Vanderpooten · IEEE Transactions on Knowledge and Data Engineering · 2000 · 964 citations · Full text

Computing, Computer Science, Mathematics +7

Semantics-preserving dimensionality reduction: rough and fuzzy-rough-based approaches

Richard Jensen, Qiang Shen · IEEE Transactions on Knowledge and Data Engineering · 2004 · 663 citations · Full text

Computing, Computer Science, Data Mining +13