Coverart for item
The Resource Data mining and knowledge discovery handbook, edited by Oded Maimon and Lior Rokach

Data mining and knowledge discovery handbook, edited by Oded Maimon and Lior Rokach

Label
Data mining and knowledge discovery handbook
Title
Data mining and knowledge discovery handbook
Statement of responsibility
edited by Oded Maimon and Lior Rokach
Contributor
Subject
Genre
Language
eng
Summary
Knowledge Discovery demonstrates intelligent computing at its best, and is the most desirable and interesting end-product of Information Technology. To be able to discover and to extract knowledge from data is a task that many researchers and practitioners are endeavoring to accomplish. There is a lot of hidden knowledge waiting to be discovered - this is the challenge created by today's abundance of data. Data Mining and Knowledge Discovery Handbook, Second Edition organizes the most current concepts, theories, standards, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD) into a coherent and unified repository. This handbook first surveys, then provides comprehensive yet concise algorithmic descriptions of methods, including classic methods plus the extensions and novel methods developed recently. This volume concludes with in-depth descriptions of data mining applications in various interdisciplinary industries including finance, marketing, medicine, biology, engineering, telecommunications, software, and security. Data Mining and Knowledge Discovery Handbook, Second Edition is designed for research scientists, libraries and advanced-level students in computer science and engineering as a reference. This handbook is also suitable for professionals in industry, for computing applications, information systems management, and strategic research management
Is part of
Cataloging source
GW5XE
Dewey number
006.312
Illustrations
illustrations
Index
index present
Language note
English
LC call number
QA76.9.D343
LC item number
D38 2010
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
  • handbooks
http://library.link/vocab/relatedWorkOrContributorName
  • Maimon, Oded
  • Rokach, Lior
http://library.link/vocab/subjectName
  • Data mining
  • Knowledge acquisition (Expert systems)
  • COMPUTERS
  • Informatique
  • Data mining
  • Knowledge acquisition (Expert systems)
Label
Data mining and knowledge discovery handbook, edited by Oded Maimon and Lior Rokach
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
pt. 1. Preprocessing methods -- pt. 2. Supervised methods -- pt. 3. Unsupervised methods -- pt. 4. Soft computing methods -- pt. 5. Supporting methods -- pt. 6. Advanced methods -- pt. 7. Applications -- pt. 8. Software
Control code
676698538
Dimensions
unknown
Edition
2nd ed.
Extent
1 online resource.
Form of item
online
Isbn
9780387098234
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-0-387-09823-4
http://library.link/vocab/ext/overdrive/overdriveId
978-0-387-09822-7
Specific material designation
remote
System control number
(OCoLC)676698538
Label
Data mining and knowledge discovery handbook, edited by Oded Maimon and Lior Rokach
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
pt. 1. Preprocessing methods -- pt. 2. Supervised methods -- pt. 3. Unsupervised methods -- pt. 4. Soft computing methods -- pt. 5. Supporting methods -- pt. 6. Advanced methods -- pt. 7. Applications -- pt. 8. Software
Control code
676698538
Dimensions
unknown
Edition
2nd ed.
Extent
1 online resource.
Form of item
online
Isbn
9780387098234
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-0-387-09823-4
http://library.link/vocab/ext/overdrive/overdriveId
978-0-387-09822-7
Specific material designation
remote
System control number
(OCoLC)676698538

Library Locations

    • Ellis LibraryBorrow it
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      38.944491 -92.326012
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      W2001 Lafferre Hall, Columbia, MO, 65211, US
      38.946102 -92.330125
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