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 does not equal value". The use of inhibitory rules instead of deterministic (standard) ones allows...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Delimata, Pawel (Autor), Moshkov, Mikhail Ju (Autor), Suraj, Zbigniew (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Colección:Studies in Computational Intelligence,
Temas:
Computer-aided engineering.
Engineering mathematics.
Engineering-Data processing.
Artificial intelligence.
Computer-Aided Engineering (CAD, CAE) and Design.
Mathematical and Computational Engineering Applications.
Artificial Intelligence.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

Ejemplares similares