Data mining : concepts and techniques /

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" ... Not only does the third of edition of Data Mining: Concepts and Techniques continue the tradition of equipping you with an understanding and application of the theory and practice of discovering patterns hidden in large data sets, it also focuses on new, important topics in the field: dat...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Han, Jiawei
Otros Autores: Kamber, Micheline, Pei, Jian (Computer scientist)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam ; Boston : Elsevier/Morgan Kaufmann, ©2012.
Edición:3rd ed.
Colección:Morgan Kaufmann series in data management systems.
Temas:
Data mining.
Exploration de données (Informatique)
COMPUTERS > Database Management > Data Mining.
Fouille de données.
Data mining
Data Mining
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Introduction
  • Getting to know your data
  • Data processing
  • Data warehousing and online analytical processing
  • Data cube technology
  • Mining frequent patterns, associations, and correlations : basic concepts and methods
  • Advanced pattern mining
  • Classification : basic concepts
  • Classification : advanced methods
  • Cluster analysis : basic concepts and methods
  • Advanced cluster analysis
  • Outlier detection
  • Data mining trends and research frontiers.

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