Coverart for item
The Resource Classification and clustering for knowledge discovery, Saman K. Halgamuge, Lipo Wang (eds.), (electronic book)

Classification and clustering for knowledge discovery, Saman K. Halgamuge, Lipo Wang (eds.), (electronic book)

Label
Classification and clustering for knowledge discovery
Title
Classification and clustering for knowledge discovery
Statement of responsibility
Saman K. Halgamuge, Lipo Wang (eds.)
Contributor
Subject
Genre
Language
eng
Summary
Knowledge Discovery today is a significant study and research area. In finding answers to many research questions in this area, the ultimate hope is that knowledge can be extracted from various forms of data around us. This book covers recent advances in unsupervised and supervised data analysis methods in Computational Intelligence for knowledge discovery. In its first part the book provides a collection of recent research on distributed clustering, self organizing maps and their recent extensions. If labeled data or data with known associations are available, we may be able to use supervised data analysis methods, such as classifying neural networks, fuzzy rule-based classifiers, and decision trees. Therefore this book presents a collection of important methods of supervised data analysis. "Classification and Clustering for Knowledge Discovery" also includes variety of applications of knowledge discovery in health, safety, commerce, mechatronics, sensor networks, and telecommunications
Member of
Cataloging source
GW5XE
Dewey number
006.3
Illustrations
illustrations
Index
no index present
LC call number
QA76.76.E95
LC item number
C5745 2005eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Halgamuge, Saman K
  • Wang, Lipo
Series statement
Studies in computational intelligence,
Series volume
v. 4
http://library.link/vocab/subjectName
  • Knowledge acquisition (Expert systems)
  • Data mining
  • Fuzzy systems
  • Engineering
  • Appl. Mathematics/Computational Methods of Engineering
  • Applications of Mathematics
  • Artificial Intelligence (incl. Robotics)
  • Computer Imaging, Vision, Pattern Recognition and Graphics
  • Computer-Aided Engineering (CAD, CAE) and Design
  • Operations Research/Decision Theory
Label
Classification and clustering for knowledge discovery, Saman K. Halgamuge, Lipo Wang (eds.), (electronic book)
Instantiates
Publication
Bibliography note
Includes bibliographical references
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
Control code
SPR262680894
Dimensions
unknown
Extent
1 online resource (xi, 356 pages)
Form of item
online
Isbn
9783540324041
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
Specific material designation
remote
Label
Classification and clustering for knowledge discovery, Saman K. Halgamuge, Lipo Wang (eds.), (electronic book)
Publication
Bibliography note
Includes bibliographical references
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
Control code
SPR262680894
Dimensions
unknown
Extent
1 online resource (xi, 356 pages)
Form of item
online
Isbn
9783540324041
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
Specific material designation
remote

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