Inhibitory Rules in Data Analysis: A Rough Set Approach

This monograph is devoted to theoretical and experimental study of inhibitory decision and association rules. Inhibitory rules contain on the right-hand side a relation of the kind “attribut = value”. The use of inhibitory rules instead of deterministic (standard) ones allows us to describe more completely infor- tion encoded in decision or information systems and to design classifiers of high quality. The mostimportantfeatureofthis monographis thatit includesanadvanced mathematical analysi...