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Roughness Bounds in Set-oriented Rough Set Operations

Authors: null Yingjie Yang; R. John;

Roughness Bounds in Set-oriented Rough Set Operations

Abstract

Roughness is an important indicator for the uncertainty of a rough set. This paper analyses the roughness bounds for set-oriented rough set operations. A bound of the roughness of the union between two set-oriented rough sets could be determined by the roughness of the two operand set-oriented sets. In most cases, a bound could also be found for a difference set between two set-oriented rough sets. However, the roughness of the operand sets can not uniquely bound the roughness of their intersection set. The results presented here show that a bound of the set operation can be determined from their operand's roughnesses under some operations. We provide an example to show the derived bounds from operand's roughness.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Average
Average
Average
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