Partial Covers, Reducts and Decision Rules in Rough Sets : Theory and Applications

This monograph is devoted to theoretical and experimental study of partial reducts and partial decision rules on the basis of the study of partial covers. The use of partial (approximate) reducts and decision rules instead of exact ones allows us to obtain more compact description of knowledge conta...

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Autors principals: Moshkov, Mikhail, 19..-, Piliszczuk, Marcin (Autor), Zielosko, Beata, 19..- (Autor)
Altres autors: Kacprzyk, Janusz, 1947- (Director editorial)
Format: Livre numérique
Idioma:Anglais
Publicat: Berlin, Heidelberg : Springer Berlin Heidelberg [20..].
Cham : Springer Nature
Edició:1st ed. 2008.
Col·lecció:Studies in Computational Intelligence 145
Accés en línia:Accès sur la plateforme de l'éditeur
Accès sur la plateforme Istex
Accès Université d'Orléans
Accès INSA CVL
Nota: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Partial Covers, Reducts and Decision Rules in Rough Sets, Texte imprimé, 9783540690276
• Partial Covers, Reducts and Decision Rules in Rough Sets, Texte imprimé, 9783642088599
• Partial Covers, Reducts and Decision Rules in Rough Sets, Texte imprimé, 9783540864813
Taula de continguts:
  • Partial Covers, Reducts and Decision Rules
  • Partial Covers, Reducts and Decision Rules with Weights
  • Construction of All Irreducible Partial Covers, All Partial Reducts and All Irreducible Partial Decision Rules
  • Experiments with Real-Life Decision Tables
  • Universal Attribute Reduction Problem