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 …
JT Yao - 2005 IEEE international conference on granular …, 2005 - ieeexplore.ieee.org
As an emerging research method to deal with information and knowledge processing, various topics of granular computing have recently received more attention by researchers …
Abundant medical data are generated in the digital world every second. However, gathering helpful information from these data is difficult. Gathering useful information from the dataset …
XB Yang, YH Qian, JY Yang - Journal of Computer Science and …, 2012 - Springer
Though many hierarchical structures have been proposed to analyze the finer or coarser relationships between two granulation spaces, these structures can only be used to …
L He, Y Chen, K Wu - Knowledge-Based Systems, 2022 - Elsevier
In recent years, the deep neural network technology has developed rapidly and has been effective in processing and analyzing images, videos, sounds and many other aspects …
Granular representations of crisp and fuzzy sets play an important role in rule induction algorithms based on rough set theory. In particular, arbitrary fuzzy sets can be approximated …
Y Zhang, X Jia, Z Tang - Information Sciences, 2021 - Elsevier
Uncertainty measurement is considered as a vital quantitative way for analyzing and mining potential characteristic features in different types of decision tables. However, considering …
MW Shao, MM Lv, KW Li, CZ Wang - International Journal of Machine …, 2020 - Springer
How to reduce the complexity of lattice construction is an important research topic in formal concept analysis. Based on granularity tree, the relationship between the extent and the …
Z Li, N Xie, D Huang, G Zhang - Artificial Intelligence Review, 2020 - Springer
In the traditional two-way decision, there are only two kinds of decisions (ie, acceptance and rejection). It will sometimes pay unnecessary costs when one makes decisions in this way …