Data mining : concepts and techniques /

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Bibliographic Details
Main Author: Han, Jiawei (Author)
Other Authors: Kamber, Micheline, Pei, Jian (Computer scientist)
Format: Book
Language:English
Published: Amsterdam Elsevier/Morgan Kaufmann c2012.
Edition:Third edition
Series:Morgan Kaufmann series in data management systems.
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Table of Contents:
  • 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.