The Resource Applied Data Mining

Applied Data Mining

Label
Applied Data Mining
Title
Applied Data Mining
Creator
Subject
Language
eng
Summary
Data mining has witnessed substantial advances in recent decades. New research questions and practical challenges have arisen from emerging areas and applications within the various fields closely related to human daily life, e.g. social media and social networking. This book aims to bridge the gap between traditional data mining and the latest advances in newly emerging information services. It explores the extension of well-studied algorithms and approaches into these new research arenas
Member of
Cataloging source
IDEBK
http://library.link/vocab/creatorName
Xu, Guandong
Dewey number
  • 006.3/12
  • 006.312
Index
no index present
LC call number
QA76.9.D343 X83 2013
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/subjectName
  • Data mining
  • Data mining
  • Datenanalyse
  • Datenaufbereitung
  • Datenmanagement
  • Big Data
Label
Applied Data Mining
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 266-269)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Part I. Fundamentals -- 1. Introduction -- 2. Mathematical foundations -- 3. Data preparation -- 4. Clustering analysis -- 5. Classification -- 6. Frequent pattern mining -- part II. Advanced data mining -- 7. Advanced clustering analysis -- 8. Multi-label classification -- 9. Privacy preserving in data mining -- part III. Emerging applications -- 10. Data stream -- 11. Recommendation systems -- 12. Social tagging systems
Control code
851154433
Dimensions
unknown
Extent
1 online resource
Form of item
online
Isbn
9781299704435
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
http://library.link/vocab/ext/overdrive/overdriveId
501694
Specific material designation
remote
System control number
(OCoLC)851154433
Label
Applied Data Mining
Publication
Bibliography note
Includes bibliographical references (pages 266-269)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Part I. Fundamentals -- 1. Introduction -- 2. Mathematical foundations -- 3. Data preparation -- 4. Clustering analysis -- 5. Classification -- 6. Frequent pattern mining -- part II. Advanced data mining -- 7. Advanced clustering analysis -- 8. Multi-label classification -- 9. Privacy preserving in data mining -- part III. Emerging applications -- 10. Data stream -- 11. Recommendation systems -- 12. Social tagging systems
Control code
851154433
Dimensions
unknown
Extent
1 online resource
Form of item
online
Isbn
9781299704435
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
http://library.link/vocab/ext/overdrive/overdriveId
501694
Specific material designation
remote
System control number
(OCoLC)851154433

Library Locations

    • Ellis LibraryBorrow it
      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012
    • Engineering Library & Technology CommonsBorrow it
      W2001 Lafferre Hall, Columbia, MO, 65211, US
      38.946102 -92.330125
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