On some types of fuzzy covering-based rough sets

B Yang, BQ Hu - Fuzzy sets and Systems, 2017 - Elsevier
Fuzzy coverings are a natural extension of the coverings by replacing crisp sets with fuzzy
sets. Recently, an excellent introduction to the definition of a fuzzy β-covering is due to Ma …

Two fuzzy covering rough set models and their generalizations over fuzzy lattices

L Ma - Fuzzy Sets and Systems, 2016 - Elsevier
By introducing the new concepts of fuzzy β-covering and fuzzy β-neighborhood, we define
two new types of fuzzy covering rough set models which can be regarded as bridges linking …

A fuzzy covering-based rough set model and its generalization over fuzzy lattice

B Yang, BQ Hu - Information Sciences, 2016 - Elsevier
In this paper, we study a new type of fuzzy covering-based rough set model by introducing
the notion of fuzzy β-minimal description. We mainly address the following issues in this …

Fuzzy β-covering approximation spaces

X Zhang, J Wang - International Journal of Approximate Reasoning, 2020 - Elsevier
All fuzzy covering-based rough set models are constructed under a corresponding fuzzy
covering approximation space (FCAS). The fuzzy β-covering approximation space (β-FCAS) …

Multifuzzy -Covering Approximation Spaces and Their Information Measures

J Dai, X Zou, Y Qian, X Wang - IEEE Transactions on Fuzzy …, 2022 - ieeexplore.ieee.org
Fuzzy-covering rough sets, as an effective extension of covering-based rough sets, have
been concerned by many researchers. All fuzzy-covering rough set models are constructed …

Measuring roughness of generalized rough sets induced by a covering

WH Xu, WX Zhang - Fuzzy sets and systems, 2007 - Elsevier
In this paper, we propose new lower and upper approximations and obtain some important
properties in generalized rough set induced by a covering. Especially, these properties are …

Some neighborhood-related fuzzy covering-based rough set models and their applications for decision making

G Qi, B Yang, W Li - Information Sciences, 2023 - Elsevier
Fuzzy rough set (FRS) has a great effect on data mining processes and the fuzzy logical
operators play a key role in the development of FRS theory. In order to generalize the FRS …

Certain types of coverings based rough sets with application

AS Nawar, MK El-Bably… - Journal of Intelligent & …, 2020 - content.iospress.com
Covering-based rough sets are important generalizations of the classical rough sets of
Pawlak. In this paper, by means of j-neighborhoods, complementary j-neighborhoods and j …

A comprehensive study of fuzzy covering-based rough set models: Definitions, properties and interrelationships

L D'eer, C Cornelis - Fuzzy Sets and Systems, 2018 - Elsevier
Fuzzy covering-based rough set models are hybrid models using both rough set and fuzzy
set theory. The former is often used to deal with uncertain and incomplete information, while …

Covering based multigranulation fuzzy rough sets and corresponding applications

J Zhan, X Zhang, Y Yao - Artificial Intelligence Review, 2020 - Springer
By combining covering based rough sets, fuzzy rough sets, and multigranulation rough sets,
we introduce covering based multigranulation fuzzy rough set models by means of fuzzy β β …