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Data mining techniques and applications: an introduction. / Hongbo Du.

By: Material type: TextPublication details: Boston : Course Technology/ Cengage Learning, 2010.Description: xvii, 315 p. : ill. (col.) ; 25 cmISBN:
  • 9781844808915
LOC classification:
  • QA76.9.D343
Contents:
Contents: Introduction -- Principles of data mining -- Data, pre-processing and exploration -- Basic techniques for cluster detection -- Other techniques for cluster detection -- Decision tree induction for classification -- Other classification techniques -- Techniques for mining Boolean association rules -- Mining techniques for other types of association -- Data mining in practice.
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Includes bibliography and index.

Contents: Introduction -- Principles of data mining -- Data, pre-processing and exploration -- Basic techniques for cluster detection -- Other techniques for cluster detection -- Decision tree induction for classification -- Other classification techniques -- Techniques for mining Boolean association rules -- Mining techniques for other types of association -- Data mining in practice.

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