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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Moshkov, Mikhail Ju (Autor), Piliszczuk, Marcin (Autor), Zielosko, Beata (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Colección:Studies in Computational Intelligence, 145
Temas:
Artificial intelligence.
Engineering mathematics.
Engineering-Data processing.
Artificial Intelligence.
Mathematical and Computational Engineering Applications.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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