Inhibitory Rules in Data Analysis : a Rough Set Approach
This monograph is devoted to theoretical and experimental study of inhibitory decision and association rules. We consider algorithms for construction of inhibitory rules, bounds on minimal complexity of inhibitory rules, and algorithms for construction of the set of all minimal inhibitory rules.
eBook, Undefined, 2009
Springer-Verlag Berlin Heidelberg, Berlin, Heidelberg, 2009
1 online resource
9783540856375, 9783540856382, 3540856374, 3540856382
1012540918
Maximal Consistent Extensions of Information Systems.- Minimal Inhibitory Association Rules for Almost All k-Valued Information Systems.- Partial Covers and Inhibitory Decision Rules.- Partial Covers and Inhibitory Decision Rules with Weights.- Classifiers Based on Deterministic and Inhibitory Decision Rules.- Lazy Classification Algorithms Based on Deterministic and Inhibitory Association Rules.- Lazy Classification Algorithms Based on Deterministic and Inhibitory Decision Rules.- Final Remarks.