Advanced Data Mining Techniques

This book covers the fundamental concepts of data mining, to demonstrate the potential of gathering large sets of data, and analyzing these data sets to gain useful business understanding. The book is organized in three parts. Part I introduces concepts. Part II describes and demonstrates basic data...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Olson, David L. (Autor), Delen, Dursun (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Temas:
Business information services.
Operations research.
Data mining.
IT in Business.
Operations Research and Decision Theory.
Data Mining and Knowledge Discovery.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Data Mining Process
  • Data Mining Methods As Tools
  • Memory-Based Reasoning Methods
  • Association Rules in Knowledge Discovery
  • Fuzzy Sets in Data Mining
  • Rough Sets
  • Support Vector Machines
  • Genetic Algorithm Support to Data Mining
  • Performance Evaluation for Predictive Modeling
  • Applications
  • Applications of Methods.

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