On the union and intersection operations of rough sets based on various approximation spaces

X Zhang, J Dai, Y Yu - Information Sciences, 2015 - Elsevier
Algebraic structures and lattice structures of rough sets are basic and important topics in
rough sets theory. In this paper we pointed out that a basic problem had been overlooked …

Rough approximations on a complete completely distributive lattice with applications to generalized rough sets

C Degang, Z Wenxiu, D Yeung, ECC Tsang - Information Sciences, 2006 - Elsevier
The generalizations of rough sets considered with respect to similarity relation, covers and
fuzzy relations, are main research topics of rough set theory. However, these generalizations …

Invertible approximation operators of generalized rough sets and fuzzy rough sets

G Liu, Y Sai - Information Sciences, 2010 - Elsevier
This paper specifically studies the classes of rough sets and fuzzy rough sets. We discuss
the invertible lower and upper approximations and present the necessary and sufficient …

On some types of neighborhood-related covering rough sets

L Ma - International Journal of Approximate Reasoning, 2012 - Elsevier
Covering rough sets are natural extensions of the classical rough sets by relaxing the
partitions to coverings. Recently, the concept of neighborhood has been applied to define …

Construction of rough approximations in fuzzy setting

X Chen, Q Li - Fuzzy sets and Systems, 2007 - Elsevier
In this paper, two L-rough approximation operators are defined by an arbitrary mapping from
the set of all singletons to the set of all L-sets, which is a graded extension of Järvinen's …

An axiomatic characterization of a fuzzy generalization of rough sets

JS Mi, WX Zhang - Information Sciences, 2004 - Elsevier
In rough set theory, the lower and upper approximation operators defined by a fixed binary
relation satisfy many interesting properties. Several authors have proposed various fuzzy …

Constructive methods of rough approximation operators and multigranulation rough sets

X Zhang, D Miao, C Liu, M Le - Knowledge-Based Systems, 2016 - Elsevier
Four kinds of constructive methods of rough approximation operators from existing rough
sets are established, and the important conclusion is obtained: some rough sets are …

[HTML][HTML] An axiomatic approach of fuzzy rough sets based on residuated lattices

YH She, GJ Wang - Computers & Mathematics with Applications, 2009 - Elsevier
Rough set theory was developed by Pawlak as a formal tool for approximate reasoning
about data. Various fuzzy generalizations of rough approximations have been proposed in …

On (O, G)-fuzzy rough sets based on overlap and grouping functions over complete lattices

H Jiang, BQ Hu - International Journal of Approximate Reasoning, 2022 - Elsevier
In rough set theory, upper and lower approximation operators are two crucial concepts. The
study of these two approximation operators in the framework of lattice theory is an important …

On the generalization of fuzzy rough sets

DS Yeung, D Chen, ECC Tsang… - … on fuzzy systems, 2005 - ieeexplore.ieee.org
Rough sets and fuzzy sets have been proved to be powerful mathematical tools to deal with
uncertainty, it soon raises a natural question of whether it is possible to connect rough sets …