Maximum Consistent Block Based Variable Precision Rough Set Model and Attribute Reduction
Jisuanji kexue yu tansuo, 2020 In this paper, attribute reduction of incomplete information system is studied. Firstly, optimistic and pessimistic generalized variable precision rough set models based on maximal consistent blocks are constructed.
SUN Yan, MI Jusheng, FENG Tao, LI Leijun, LIANG Meishe
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Optimal Scale Selection and Rule Acquisition in Inconsistent Generalized Decision Multi-scale Ordered Information Systems [PDF]
Jisuanji kexue, 2023 Granular computing imitates human being's thinking.It shows great promise as a new way for data mining and know-ledge discovery in the context of big data.To solve the problem of knowledge acquisition in inconsistent generalized decision multi-scale ...
YANG Ye, WU Weizhi, ZHANG Jiaru
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Dual Three-way Concept Lattice Based on Composition of Concepts and Its Concept Reduction [PDF]
Jisuanji kexue, 2023 Three-way concept lattice not only represents the information jointly owned,but also represents the information that is not owned by each other by combining positive operators and negative operators.It is an extension of the classical concept lattice ...
LIU Jin, MI Jusheng, LI Zhongling, LI Meizheng
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Three-Way Concept Acquisition and Attribute Characteristic Analysis Based on Pictorial Diagrams [PDF]
Jisuanji kexue yu tansuo, 2022 Three-way concepts analysis, an effective tool for knowledge discovery, is a combination of three-way decision and formal concept analysis. Based on the connections between three-way concepts and formal concepts, the method of obtaining three-way ...
WAN Qing, MA Yingcang, LI Jinhai
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An Algorithm for Computing All Rough Set Constructs for Dimensionality Reduction
Mathematics, 2023 In rough set theory, a construct is an attribute subset with the same ability to discern objects belonging to different classes as the whole set of attributes, while maintaining the similarity between objects belonging to the same class.
Yanir González-Díaz +3 more
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Incremental Versus Non-incremental: Data and Algorithms Based on Ordering Relations [PDF]
International Journal of Computational Intelligence Systems, 2011 Based on multi-dominance discernibility matrices, a non-incremental algorithm RIDDM and an incremental algorithm INRIDDM are proposed by means of Dominance-based Rough Set Approach. For the incremental algorithm, when a new object arrives, after updating
Xiuyi Jia +3 more
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An Algorithm on the Parameter Reduction of Soft Sets
Fuzzy Information and Engineering, 2016 Soft set theory is a mathematical tool for dealing with uncertain. In this paper, the parameter reduction of soft sets is investigated by means of the attribute reduction in information systems and its algorithm is obtained. Moreover, an example is given
Ning-Xin Xie
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Increment algorithm for attribute reduction based on improvement of discernibility matrix [PDF]
, 2012 An incremental updating algorithm for computing core based on an improved discernibility matrix definition is proposed to improve the efficiency of computing attribute core and attribute reduction in rough sets. This new algorithm is mainly used to solve
Feng, Shao-Rong +3 more
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, 2010 This paper proposed an improved binary discernibility matrix, and attribute reduction algorithm based on the improved binary discernibility matrix.
Li, Ju +5 more
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Another View on Picture Fuzzy Soft Sets and Their Product Operations with Soft Decision-Making
Journal of New Theory, 2022 Cuong [Picture Fuzzy Sets, Journal of Computer Science and Cybernetics 30 (4) (2014) 409–420] has introduced the concept of picture fuzzy soft sets (pfs-sets) relying on his definition and operations of picture fuzzy sets (pf -sets), in which there exist
Samet Memiş
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