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Data mining : concepts and techniques /

By: Contributor(s): Material type: TextTextPublisher: Cambridge, Massachusetts : Morgan Kaufmann, Elsevier Inc., [2023]Copyright date: ©2023Edition: Fourth editionDescription: xxix, 752 pages : illustrations ; 24 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9780128117606
Subject(s): DDC classification:
  • 005.741 HAD 23
Contents:
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Holdings
Item type Current library Collection Call number Status Barcode
Book Non-borrowing Book Non-borrowing Library D Information Technology 005.741 HAD (Browse shelf(Opens below)) Not For Loan 1004630
Book Book Library D Information Technology 005.741 HAD (Browse shelf(Opens below)) Available 1004631
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Includes bibliographical references and index.

Chapter 1: Introduction -- Chapter 2: Data, measurements, and data preprocessing -- Chapter 3: Data warehousing and online analytical processing -- Chapter 4: Pattern mining: basic concepts and methods -- Chapter 5: Pattern mining: advanced methods -- Chapter 6: Classification: basic concepts and methods -- Chapter 7: Classification: advanced methods -- Chapter 8: Cluster analysis: basic concepts and methods -- Chapter 9: Cluster analysis: advanced methods -- Chapter 10: Deep learning -- Chapter 11: Outlier detection -- Chapter 12: Data mining trends and research frontiers -- Bibliography -- Index.

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