W Zhu, S Wang - International Journal of Machine Learning and …, 2011 - Springer
Rough set theory is a useful tool for dealing with the vagueness, granularity and uncertainty in information systems. This paper connects generalized rough sets based on relations with …
L Su, W Zhu - International Journal of Machine Learning and …, 2017 - Springer
Covering is a common form of data representation, and covering-based rough sets, a technique of granular computing, provide an effective tool to deal with this type of data …
Y Liu, W Zhu - Rough Sets and Knowledge Technology: 10th …, 2015 - Springer
Rough set theory is a useful tool for data mining. In recent yeas, ones have combined it with matroid theory to construct an excellent set-theoretical framework for empirical machine …
W Zhu, S Wang - Information Sciences, 2013 - Elsevier
Rough sets provide an efficient tool for attribute reduction and rule extraction. However, many important problems in rough set theory, including attribute reduction, are NP-hard and …
Y Liu, W Zhu - arXiv preprint arXiv:1209.5456, 2012 - arxiv.org
Recently, the relationship between matroids and generalized rough sets based on relations has been studied from the viewpoint of linear independence of matrices. In this paper, we …
J Wang, W Zhu - Rough Sets and Knowledge Technology: 8th …, 2013 - Springer
As an important technique for granular computing, rough sets deal with vagueness and granularity in information systems. Rough sets are usually used in attribute reduction …
B Yang, W Zhu - 2013 26th IEEE Canadian Conference on …, 2013 - ieeexplore.ieee.org
Rough set theory is an effective tool for dealing with vagueness or uncertainty in information systems. It is efficient for data pre-process and widely used in attribute reduction in data …
B Qin, G Xia, K Yan - Soft Computing, 2016 - Springer
In this paper, we propose an integration of rough sets, matroids and topology to exploit the advantages of three theories. First, we consider topologies induced by binary relations and …
Y Liu, H Zhao, W Zhu - International Journal of Uncertainty …, 2015 - World Scientific
Rough set is mainly concerned with the approximations of objects through an equivalence relation on a universe. Matroid is a generalization of linear algebra and graph theory …