Studies of Knowledge Reductions Based on Bayesian Rough Set Model

Aiming at Bayesian rough set model, some new concepts of knowledge reduction are denoted such as the upper approximation reduction and the lower approximation reduction, the upper approximation discernible matrix and the lower approximation discernible matrix, the judgment theorems with respect to those reductions are obtained, from which we provide new approaches to knowledge reductions in information systems.