The Resource Computational intelligence and feature selection : rough and fuzzy approaches, by Richard Jensen, Qiang Shen, (electronic resource)

Computational intelligence and feature selection : rough and fuzzy approaches, by Richard Jensen, Qiang Shen, (electronic resource)

Label
Computational intelligence and feature selection : rough and fuzzy approaches
Title
Computational intelligence and feature selection
Title remainder
rough and fuzzy approaches
Statement of responsibility
by Richard Jensen, Qiang Shen
Creator
Contributor
Author
Provider
Publisher
Subject
Genre
Language
eng
Summary
Computational Intelligence and Feature Selection provides a high level audience with both the background and fundamental ideas behind feature selection with an emphasis on those techniques based on rough and fuzzy sets, including their hybridizations. It introduces set theory, fuzzy set theory, rough set theory, and fuzzy-rough set theory, and illustrates the power and efficacy of the feature selection described through the use of real-world applications and worked examples. Program files implementing major algorithms covered, together with the necessary instructions and datasets, are availabl
Member of
Cataloging source
DG1
http://library.link/vocab/creatorDate
1977-
http://library.link/vocab/creatorName
Jensen, Richard
Illustrations
illustrations
Index
index present
LC call number
Q335
LC item number
.J46 2008
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • IEEE Xplore
  • John Wiley & Sons
  • Institute of Electrical and Electronics Engineers
  • Shen, Qiang.
Series statement
IEEE Press series on computational intelligence
http://library.link/vocab/subjectName
  • Artificial intelligence
  • Set theory
  • Artificial intelligence
  • Set theory
  • COMPUTERS
  • COMPUTERS
  • Fuzzy-Menge
  • Grobmenge
  • Künstliche Intelligenz
  • Merkmalsextraktion
Label
Computational intelligence and feature selection : rough and fuzzy approaches, by Richard Jensen, Qiang Shen, (electronic resource)
Instantiates
Publication
Note
Made available via IEEE Xplore Digital Library
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
COMPUTATIONAL INTELLIGENCE AND FEATURE SELECTION; CONTENTS; PREFACE; 1 THE IMPORTANCE OF FEATURE SELECTION; 2 SET THEORY; 3 CLASSIFICATION METHODS; 4 DIMENSIONALITY REDUCTION; 5 ROUGH SET BASED APPROACHES TO FEATURE SELECTION; 6 APPLICATIONS I: USE OF RSAR; 7 ROUGH AND FUZZY HYBRIDIZATION; 8 FUZZY-ROUGH FEATURE SELECTION; 9 NEW DEVELOPMENTS OF FRFS; 10 FURTHER ADVANCED FS METHODS; 11 APPLICATIONS II: WEB CONTENT CATEGORIZATION; 12 APPLICATIONS III: COMPLEX SYSTEMS MONITORING; 13 APPLICATIONS IV: ALGAE POPULATION ESTIMATION; 14 APPLICATIONS V: FORENSIC GLASS ANALYSIS
Dimensions
unknown
Extent
1 online resource (xv, 339 p.)
Form of item
online
Isbn
9780470377888
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1002/9780470377888
Other physical details
ill.
Specific material designation
remote
Stock number
9780470377888
System control number
  • (OCoLC)264716748
  • (OCoLC)ocn264716748
Label
Computational intelligence and feature selection : rough and fuzzy approaches, by Richard Jensen, Qiang Shen, (electronic resource)
Publication
Note
Made available via IEEE Xplore Digital Library
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
COMPUTATIONAL INTELLIGENCE AND FEATURE SELECTION; CONTENTS; PREFACE; 1 THE IMPORTANCE OF FEATURE SELECTION; 2 SET THEORY; 3 CLASSIFICATION METHODS; 4 DIMENSIONALITY REDUCTION; 5 ROUGH SET BASED APPROACHES TO FEATURE SELECTION; 6 APPLICATIONS I: USE OF RSAR; 7 ROUGH AND FUZZY HYBRIDIZATION; 8 FUZZY-ROUGH FEATURE SELECTION; 9 NEW DEVELOPMENTS OF FRFS; 10 FURTHER ADVANCED FS METHODS; 11 APPLICATIONS II: WEB CONTENT CATEGORIZATION; 12 APPLICATIONS III: COMPLEX SYSTEMS MONITORING; 13 APPLICATIONS IV: ALGAE POPULATION ESTIMATION; 14 APPLICATIONS V: FORENSIC GLASS ANALYSIS
Dimensions
unknown
Extent
1 online resource (xv, 339 p.)
Form of item
online
Isbn
9780470377888
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1002/9780470377888
Other physical details
ill.
Specific material designation
remote
Stock number
9780470377888
System control number
  • (OCoLC)264716748
  • (OCoLC)ocn264716748

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