On Reduct and Attribute Importance Based on Upper Approximations in Rough Set Theory

摘要

In rough set analysis, lower approximations have been utilized more frequently than upper approximations. In this paper, we shall show a family of upper approximations can retain more information than that of lower approximations. We define a reduct and a measure of specificity based on upper approximations. The usefulness and properties of these concept are discussed.