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 …

Multigranulation rough set theory over two universes

B Sun, W Ma - Journal of Intelligent & Fuzzy Systems, 2015 - content.iospress.com
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 of discourse. The existing …

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 …

Pessimistic rough set based decisions: a multigranulation fusion strategy

Y Qian, S Li, J Liang, Z Shi, F Wang - Information Sciences, 2014 - Elsevier
Multigranulation rough sets (MGRS) is one of desirable directions in rough set theory, in
which lower/upper approximations are approximated by granular structures induced by …

MGRS: A multi-granulation rough set

Y Qian, J Liang, Y Yao, C Dang - Information sciences, 2010 - Elsevier
The original rough set model was developed by Pawlak, which is mainly concerned with the
approximation of sets described by a single binary relation on the universe. In the view of …

[HTML][HTML] Local multigranulation decision-theoretic rough sets

Y Qian, X Liang, G Lin, Q Guo, J Liang - International Journal of …, 2017 - Elsevier
Multigranulation rough sets (MGRSs) where a target concept is approximated by granular
structures induced by multiple binary relations have been applied successfully in many …

Generalized multigranulation rough sets and optimal granularity selection

W Xu, W Li, X Zhang - Granular Computing, 2017 - Springer
Multigranulation rough set theory is a desirable direction in the field of rough set, in which
upper and lower approximations are approximated by multiple granular structures. However …

Relationship between generalized rough sets based on binary relation and covering

W Zhu - Information Sciences, 2009 - Elsevier
Rough set theory is a powerful tool for dealing with uncertainty, granularity, and
incompleteness of knowledge in information systems. This paper systematically studies a …

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 …

[HTML][HTML] A multiple-valued logic approach for multigranulation rough set model

Y She, X He, H Shi, Y Qian - International journal of approximate reasoning, 2017 - Elsevier
Rough sets have often been studied under a three-valued logic framework. In this paper, we
attempt to extend the previous study in two ways. Firstly, we extend the previous study from …