The Resource Knowledge-based clustering : from data to information granules, Witold Pedrycz, (electronic resource)

Knowledge-based clustering : from data to information granules, Witold Pedrycz, (electronic resource)

Label
Knowledge-based clustering : from data to information granules
Title
Knowledge-based clustering
Title remainder
from data to information granules
Statement of responsibility
Witold Pedrycz
Creator
Contributor
Provider
Subject
Language
eng
Summary
"This is must reading for researchers, professionals, and students interested in clustering, fuzzy clustering, unsupervised learning, neural networks, fuzzy sets, pattern recognition, and system modeling. With the author's emphasis on mastering the prerequisites, coupled with carefully constructed practical examples and experiments, readers will be well on their way to becoming knowledge-based clustering experts themselves."--Jacket
Cataloging source
OCLCE
http://library.link/vocab/creatorDate
1953-
http://library.link/vocab/creatorName
Pedrycz, Witold
Illustrations
illustrations
Index
index present
LC call number
QA76.9.S63
LC item number
P45 2005
Literary form
non fiction
Nature of contents
  • standards specifications
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
ebrary
http://library.link/vocab/subjectName
  • Soft computing
  • Granular computing
  • Fuzzy systems
  • Informatique douce
  • Calcul granulaire
  • Systèmes flous
  • COMPUTERS
  • COMPUTERS
  • Fuzzy systems
  • Granular computing
  • Soft computing
Label
Knowledge-based clustering : from data to information granules, Witold Pedrycz, (electronic resource)
Instantiates
Publication
Note
"A Wiley-Interscience publication."
Bibliography note
Includes bibliographical references (p. 297-313) 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
1. Clustering and fuzzy clustering -- 2. Computing with granular information : fuzzy sets and fuzzy relations -- 3. Logic-oriented neurocomputing -- 4. Conditional fuzzy clustering -- 5. Clustering with partial supervision -- 6. Principles of knowledge-based guidance in fuzzy clustering -- 7. Collaborative clustering -- 8. Directional clustering -- 9. Fuzzy relational clustering -- 10. Fuzzy clustering of heterogeneous patterns -- 11. Hyperbox models of granular data : the Tchebyschev FCM -- 12. Genetic tolerance fuzzy neural networks -- 13. Granular prototyping -- 14. Granular mappings -- 15. Linguistic modeling
Dimensions
unknown
Extent
1 online resource (xvii, 316 pages)
Form of item
electronic
Isbn
9780471708599
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1002/0471708607
Other physical details
illustrations
Reproduction note
Electronic reproduction.
Specific material designation
remote
System control number
  • (OCoLC)609260264
  • (OCoLC)ocn609260264
Label
Knowledge-based clustering : from data to information granules, Witold Pedrycz, (electronic resource)
Publication
Note
"A Wiley-Interscience publication."
Bibliography note
Includes bibliographical references (p. 297-313) 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
1. Clustering and fuzzy clustering -- 2. Computing with granular information : fuzzy sets and fuzzy relations -- 3. Logic-oriented neurocomputing -- 4. Conditional fuzzy clustering -- 5. Clustering with partial supervision -- 6. Principles of knowledge-based guidance in fuzzy clustering -- 7. Collaborative clustering -- 8. Directional clustering -- 9. Fuzzy relational clustering -- 10. Fuzzy clustering of heterogeneous patterns -- 11. Hyperbox models of granular data : the Tchebyschev FCM -- 12. Genetic tolerance fuzzy neural networks -- 13. Granular prototyping -- 14. Granular mappings -- 15. Linguistic modeling
Dimensions
unknown
Extent
1 online resource (xvii, 316 pages)
Form of item
electronic
Isbn
9780471708599
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1002/0471708607
Other physical details
illustrations
Reproduction note
Electronic reproduction.
Specific material designation
remote
System control number
  • (OCoLC)609260264
  • (OCoLC)ocn609260264

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