Abstract: The incompleteness of information about objects may be the greatest obstruct to performing induction learning from example. In this paper, the concept of limited non-symmetric similarity relation is defined and then classical discernibility matrix is exte

Key words: Rough sets, Incomplete information systems, Limited non-symmetric similarity relation, Rule extraction