Intuitionistic fuzzy multigranulation rough sets

B Huang, C Guo, Y Zhuang, H Li, X Zhou - Information sciences, 2014 - Elsevier
Exploring rough sets from the perspective of multigranulation represents a promising
direction in rough set theory, where concepts are approximated by multiple granular …

Multi-granulation rough set: from crisp to fuzzy case

XB Yang, X Song, H Dou, J Yang - Annals of Fuzzy Mathematics …, 2011 - kiss.kstudy.com
Multi? granulation is an improvement of the classical rough set theory since it uses a family
of binary relations instead of of a single indiscernibility relation for the constructing of …

Variable precision multigranulation decision-theoretic fuzzy rough sets

T Feng, JS Mi - Knowledge-Based Systems, 2016 - Elsevier
This paper studies variable precision multigranulation fuzzy decision-theoretic rough sets in
an information system. We firstly review definitions and properties of multigranulation fuzzy …

An intuitionistic fuzzy graded covering rough set

B Huang, C Guo, H Li, G Feng, X Zhou - Knowledge-Based Systems, 2016 - Elsevier
Exploring rough sets from the perspective of covering represents a promising direction in
rough set theory, where concepts are approximated by substituting of an equivalent relation …

Inclusion measure-based multi-granulation intuitionistic fuzzy decision-theoretic rough sets and their application to ISSA

B Huang, H Li, G Feng, Y Zhuang - Knowledge-Based Systems, 2017 - Elsevier
Decision-theoretic rough set (DTRS) and multi-granulation rough set (MGRS) are two
important extended types of Pawlak's classical rough set model. The two generalized rough …

NMGRS: Neighborhood-based multigranulation rough sets

G Lin, Y Qian, J Li - International Journal of Approximate Reasoning, 2012 - Elsevier
Recently, a multigranulation rough set (MGRS) has become a new direction in rough set
theory, which is based on multiple binary relations on the universe. However, it is worth …

Some extensions of covering-based multigranulation fuzzy rough sets from new perspectives

M Atef, AEF El Atik - Soft Computing, 2021 - Springer
Covering-based multigranulation fuzzy rough sets are a natural extension of the
multigranulation rough sets by replacing crisp sets with fuzzy sets. Recently, the covering …

Attributes reduction based on intuitionistic fuzzy rough sets

Z Zhang - Journal of Intelligent & Fuzzy Systems, 2016 - content.iospress.com
Intuitionistic fuzzy rough sets are the generalization of traditional rough sets by combining
intuitionistic fuzzy set theory and rough set theory. The existing researches on intuitionistic …

Multigranulation fuzzy rough set over two universes and its application to decision making

B Sun, W Ma, Y Qian - Knowledge-Based Systems, 2017 - Elsevier
The original Pawlak's rough set approach based on indiscernibility relation (single
granularity) has been extended to multigranulation rough set structure in the recent years …

Multigranulation decision-theoretic rough sets

Y Qian, H Zhang, Y Sang, J Liang - International journal of approximate …, 2014 - Elsevier
The Bayesian decision-theoretic rough sets propose a framework for studying rough set
approximations using probabilistic theory, which can interprete the parameters from existing …