Results 11 to 20 of about 765,630 (290)
Attribute Reduction and Information Granularity [PDF]
Journal of Systemics, Cybernetics and Informatics, 2003 In the view of granularity, this paper analyzes the influence of three attribute reducts on an information system, finding that the possible reduct and m - decision reduct will make the granule view coarser, while discernible reduct will not change the ...
Li-hong Wang, Geng-feng Wu
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Attribute Reduction in Intuitionistic Fuzzy Concept Lattices [PDF]
Abstract and Applied Analysis, 2013 As an effective tool for knowledge discovery, concept lattice has been successfully applied to various fields. And one of the key problems of knowledge discovery is attribute reduction.
Jinzhong Pang, Xiaoyan Zhang, Weihua Xu
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Positive Macroscopic Approximation for Fast Attribute Reduction [PDF]
Journal of Applied Mathematics, 2013 Attribute reduction is one of the challenging problems facing the effective application of computational intelligence technology for artificial intelligence.
Zheng-Cai Lu +3 more
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Ensemble-Based Neighborhood Attribute Reduction: A Multigranularity View [PDF]
Complexity, 2019 Recently, multigranularity has been an interesting topic, since different levels of granularity can provide different information from the viewpoint of Granular Computing (GrC). However, established researches have focused less on investigating attribute
Yuan Gao +4 more
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Multigranulation Supertrust Model for Attribute Reduction [PDF]
IEEE Transactions on Fuzzy Systems, 2021 As big data often contains a significant amount of uncertain, unstructured, and imprecise data that are structurally complex and incomplete, traditional attribute reduction methods are less effective when applied to large-scale incomplete information systems to extract knowledge.
Weiping Ding +4 more
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Attribute Reduction Method of Concept Lattice Based on Infimum Irreducibleness [PDF]
Jisuanji gongcheng, 2016 This paper researches on attribute reduction method of concept lattice.It proves that any attribute defective value of concept lattice is a discernible attribute set.It also proves that discernibility functions for attribute defective values set of ...
WU Jie,LIANG Yan,MA Yuan
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An Attempt of Object Reduction in Rough Set Theory [PDF]
, 2019 Attribute reduction is a popular topic in rough set theory; however, object reduction is not considered popularly. In this paper, from a viewpoint of computing all relative reducts, we introduce a concept of object reduction that reduces the number of ...
KUDO Yasuo, MURAI Tetsuya
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IET Cyber-systems and Robotics, 2022 The existing attribute reductions are carried out using equivalence relations under a complete information system, and there is less research on attribute reductions of incomplete information systems with new theoretical models such as multi‐granularity ...
Xuxu Yang, Xueen Wang, Jie Kang
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Local Indiscernibility Relation Reduction for Information Tables
IEEE Access, 2022 Attribute reduction comes from machine learning and is an important component of rough set theory. Research on attribute reduction has produced many important achievements.
Xu Li, Jianguo Tang, Jiyong Tang
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Geometric lattice structure of covering and its application to attribute reduction through matroids [PDF]
, 2014 The reduction of covering decision systems is an important problem in data mining, and covering-based rough sets serve as an efficient technique to process the problem.
Huang, Aiping, Zhu, William
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