Cluster analysis and data mining : an introduction /

Cluster analysis is used in data mining and is a common technique for statistical data analysis used in many fields of study, such as the medical & life sciences, behavioral & social sciences, engineering, and computer sciences. This book is applicable to either a course on clustering and cl...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: King, Ronald S., 1943- (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Dulles, Virginia ; Boston, Massachusetts ; New Delhi : Mercury Learning and Information, [2015]
Temas:
Cluster analysis.
Data mining.
Data Mining
Classification automatique (Statistique)
Exploration de données (Informatique)
MATHEMATICS > Applied.
MATHEMATICS > Probability & Statistics > General.
Cluster analysis
Data mining
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Introduction to cluster analysis
  • Overview of data mining
  • Hierarchical clustering
  • Partition clustering
  • Judgmental analysis
  • Fuzzy clustering models and applications
  • Classification and association rules
  • Cluster validity
  • Clustering categorical data
  • Mining outliers
  • Model-based clustering
  • General issues.

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