Received: 05-12-2011 / Accepted: 18-05-2012
The paper describes some typical clustering algorithms for categorical attributes. Specifucally, we focus on research clustering algorithm called MMR which is based on the rough set theory. The algorithm has the ability to control uncertainty in processing cluster. It has been successfully installed and four standard data sets were tested. The results indicate that MMR generates better quality clusters than some traditional algorithms.