Abstract | ||
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This paper proposes a generalized definition of rough set approximations, based on a subsystem of subsets of a universe. The sub-system is not assumed to be closed under set complement, union and intersection. The lower or upper approximation is no longer one set but composed of several sets. As special cases, approximations in formal concept analysis and knowledge spaces are examined. The results provide a better understanding of rough set approximations. |
Year | DOI | Venue |
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2008 | 10.1007/978-3-540-68123-6_35 | ISMIS |
Keywords | Field | DocType |
upper approximation,special case,better understanding,generalized definition,formal concept analysis,rough set approximation,knowledge space,rough set | Data mining,Algebra,Computer science,Rough set,Knowledge structure,Infinite set,Closed set,Universe,Upper approximation,Formal concept analysis,Dominance-based rough set approach | Conference |
Volume | ISSN | ISBN |
4994 | 0302-9743 | 3-540-68122-1 |
Citations | PageRank | References |
10 | 0.55 | 11 |
Authors | ||
3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Feifei Xu | 1 | 76 | 5.25 |
Y. Y. Yao | 2 | 9707 | 674.28 |
Duoqian Miao | 3 | 1854 | 119.26 |