Abstract: In this paper, the attribute reduction for incomplete information systems is approached. A new concept of probability discernibility matrix is proposed, and the construction method of probability discernibility matrix is given. By use of probability disce

Key words: Rough sets, Probability discernibility matrix, Attribute reduction