Coverart for item
The Resource Knowledge discovery and data mining : the info-fuzzy network (IFN) methodology, by Oded Maimon and Mark Last

Knowledge discovery and data mining : the info-fuzzy network (IFN) methodology, by Oded Maimon and Mark Last

Label
Knowledge discovery and data mining : the info-fuzzy network (IFN) methodology
Title
Knowledge discovery and data mining
Title remainder
the info-fuzzy network (IFN) methodology
Statement of responsibility
by Oded Maimon and Mark Last
Creator
Contributor
Subject
Language
eng
Summary
This book presents a unified approach to Knowledge Discovery and Data Mining, termed IFN for Information Fuzzy Network. The IFN methodology handles a selection of the most relevant features, extraction of informative rules and patterns, and post-processing of the extracted knowledge. This book provides detailed descriptions of the IFN algorithms and discusses real-world case studies from several application domains including manufacturing, process engineering, health care, and education. In addition, the book describes the methodology of applications and compares the IFN performance to other data mining methods
Member of
Cataloging source
DLC
http://library.link/vocab/creatorName
Maimon, Oded
Dewey number
006.3
Illustrations
illustrations
Index
index present
LC call number
QA76.9.D343
LC item number
M35 2001
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
Last, Mark
Series statement
Massive computing
Series volume
[v.1]
http://library.link/vocab/subjectName
  • Data mining
  • Database searching
  • Fuzzy systems
Label
Knowledge discovery and data mining : the info-fuzzy network (IFN) methodology, by Oded Maimon and Mark Last
Instantiates
Publication
Note
Series from cover
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
pt. I. Information-Theoretic Approach to Knowledge Discovery -- Introduction -- Automated data pre-processing -- Information-Theoretic Connectionist Networks -- Post-Processing of Data Mining Results -- pt. II. Application Methodology and Case Studies -- Methodology of Application -- Case Studies -- pt. III. Comparative Study and Advanced Issues -- Comparative Study -- Advanced data mining methods -- Summary and Some Open Problems -- Appendix A -- Appendix B
Control code
47658463
Dimensions
25 cm
Extent
xix, 171 pages
Isbn
9780792366478
Isbn Type
(alk. paper)
Lccn
00047785
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
Label
Knowledge discovery and data mining : the info-fuzzy network (IFN) methodology, by Oded Maimon and Mark Last
Publication
Note
Series from cover
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
pt. I. Information-Theoretic Approach to Knowledge Discovery -- Introduction -- Automated data pre-processing -- Information-Theoretic Connectionist Networks -- Post-Processing of Data Mining Results -- pt. II. Application Methodology and Case Studies -- Methodology of Application -- Case Studies -- pt. III. Comparative Study and Advanced Issues -- Comparative Study -- Advanced data mining methods -- Summary and Some Open Problems -- Appendix A -- Appendix B
Control code
47658463
Dimensions
25 cm
Extent
xix, 171 pages
Isbn
9780792366478
Isbn Type
(alk. paper)
Lccn
00047785
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations

Library Locations

    • Engineering Library & Technology CommonsBorrow it
      W2001 Lafferre Hall, Columbia, MO, 65211, US
      38.946102 -92.330125
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