Data mining techniques and applications : an introduction / Hongbo Du
By: Du, Hongbo
Material type:
TextLanguage: English Publisher: Andover : Cengage, 2010Description: xvii, 315 p. : ill. ; 25 cmISBN: 9788131519554Subject(s): Data miningDDC classification: 006.312 DUH
Contents:
1. Introduction 2. Principles of data mining 3. Data, pre-processing and exploration 4. Basic techniques for cluster detection 5. Other techniques for cluster detection 6. Decision tree induction for classification 7. Other classification techniques 8. Techniques for mining Boolean association rules 9. Mining techniques for other types of association 10. Data mining in practice.
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WeSchool, Bangalore | 006.312 DUH (Browse shelf) | Available | B014485 | |
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Books
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WeSchool, Bangalore | 006.312 DUH (Browse shelf) | Available | B014486 |
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Formerly CIP.Includes bibliographical references and index.
1. Introduction 2. Principles of data mining 3. Data, pre-processing and exploration 4. Basic techniques for cluster detection 5. Other techniques for cluster detection 6. Decision tree induction for classification 7. Other classification techniques 8. Techniques for mining Boolean association rules 9. Mining techniques for other types of association 10. Data mining in practice.
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