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The Resource Evolving fuzzy systems : methodologies, advanced concepts and applications, Edwin Lughofer

Evolving fuzzy systems : methodologies, advanced concepts and applications, Edwin Lughofer

Label
Evolving fuzzy systems : methodologies, advanced concepts and applications
Title
Evolving fuzzy systems
Title remainder
methodologies, advanced concepts and applications
Statement of responsibility
Edwin Lughofer
Creator
Subject
Language
eng
Member of
Cataloging source
YDXCP
http://library.link/vocab/creatorName
Lughofer, Edwin
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
Series statement
Studies in fuzziness and soft computing
Series volume
v. 266
http://library.link/vocab/subjectName
  • Fuzzy logic
  • Machine learning
Label
Evolving fuzzy systems : methodologies, advanced concepts and applications, Edwin Lughofer
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. 415-438) and index
Contents
Introduction. Motivation ; Definitions and goals ; Outline of the book -- Basic methodologies. Basic algorithms for EFS ; EFS approaches for regression and classification -- Advanced concepts. Towards robust and process-save EFS ; On improving performance and increasing useability of EFS ; Interpretability issues in EFS -- Applications. Online system identification and prediction ; On-line fault and anomaly detection ; Visual inspection systems ; Further (potential) application fields -- Epilog : achievements, open problems and new challenges in EFS
Control code
ocn701026685
Dimensions
25 cm
Extent
xxiv, 454 p.
Isbn
9783642180866
Other physical details
ill.
System control number
(OCoLC)701026685
Label
Evolving fuzzy systems : methodologies, advanced concepts and applications, Edwin Lughofer
Publication
Bibliography note
Includes bibliographical references (p. 415-438) and index
Contents
Introduction. Motivation ; Definitions and goals ; Outline of the book -- Basic methodologies. Basic algorithms for EFS ; EFS approaches for regression and classification -- Advanced concepts. Towards robust and process-save EFS ; On improving performance and increasing useability of EFS ; Interpretability issues in EFS -- Applications. Online system identification and prediction ; On-line fault and anomaly detection ; Visual inspection systems ; Further (potential) application fields -- Epilog : achievements, open problems and new challenges in EFS
Control code
ocn701026685
Dimensions
25 cm
Extent
xxiv, 454 p.
Isbn
9783642180866
Other physical details
ill.
System control number
(OCoLC)701026685

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