Probability Rough Sets Model Between Different Universes And Its Applications

PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7(2008)

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摘要
In present paper, the measure of probability is introduced to the non-empty finite universe, and the probability rough sets model between different universes is defined. Furthermore, some basic properties of it are built. Additionally, the relationships between the probability rough sets model that is defined in this paper and the other rough set model is investigated, too. The resultshows that the probability rough sets model between different universes included the others basic rough sets models on two universes. Therefore, the fields of the aplications of rough sets are exrended. Finally, a test example is given, and the background of this research in this paper is elaborated.
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关键词
rough sets,two universes,mapping of set-valued,probability approximation space,measure of probability
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