Coverart for item
The Resource Data mining and knowledge discovery with evolutionary algorithms, Alex A. Freitas

Data mining and knowledge discovery with evolutionary algorithms, Alex A. Freitas

Label
Data mining and knowledge discovery with evolutionary algorithms
Title
Data mining and knowledge discovery with evolutionary algorithms
Statement of responsibility
Alex A. Freitas
Creator
Subject
Language
eng
Summary
"This book presents a comprehensive review of basic concepts on both data mining and evolutionary algorithms and discusses significant advances in the integration of these two areas. It is self-contained, explaining both basic concepts and advanced topics."--Jacket
Member of
http://library.link/vocab/creatorDate
1964-
http://library.link/vocab/creatorName
Freitas, Alex A.
Dewey number
006.3
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Natural computing series
http://library.link/vocab/subjectName
  • Data mining
  • Database searching
  • Computer algorithms
Label
Data mining and knowledge discovery with evolutionary algorithms, Alex A. Freitas
Instantiates
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
  • 5.
  • Basic Concepts of Evolutionary Algorithms
  • 6.
  • Genetic Algorithms for Rule Discovery
  • 7.
  • Genetic Programming for Rule Discovery
  • 8.
  • Evolutionary Algorithms for Clustering
  • 9.
  • Evolutionary Algorithms for Data Preparation
  • 1.
  • 10.
  • Evolutionary Algorithms for Discovering Fuzzy Rules
  • 11.
  • Scaling up Evolutionary Algorithms for Large Data Sets
  • 12.
  • Conclusions and Research Directions
  • Introduction
  • 2.
  • Data Mining Tasks and Concepts
  • 3.
  • Data Mining Paradigms
  • 4.
  • Data Preparation
Control code
ocn883383056
Dimensions
unknown
Extent
1 online resource (xiv, 264 pages)
File format
unknown
Form of item
online
Isbn
9783662049235
Level of compression
unknown
Note
SpringerLink
Other physical details
illustrations
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)883383056
Label
Data mining and knowledge discovery with evolutionary algorithms, Alex A. Freitas
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
  • 5.
  • Basic Concepts of Evolutionary Algorithms
  • 6.
  • Genetic Algorithms for Rule Discovery
  • 7.
  • Genetic Programming for Rule Discovery
  • 8.
  • Evolutionary Algorithms for Clustering
  • 9.
  • Evolutionary Algorithms for Data Preparation
  • 1.
  • 10.
  • Evolutionary Algorithms for Discovering Fuzzy Rules
  • 11.
  • Scaling up Evolutionary Algorithms for Large Data Sets
  • 12.
  • Conclusions and Research Directions
  • Introduction
  • 2.
  • Data Mining Tasks and Concepts
  • 3.
  • Data Mining Paradigms
  • 4.
  • Data Preparation
Control code
ocn883383056
Dimensions
unknown
Extent
1 online resource (xiv, 264 pages)
File format
unknown
Form of item
online
Isbn
9783662049235
Level of compression
unknown
Note
SpringerLink
Other physical details
illustrations
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)883383056

Library Locations

    • InternetBorrow it
      Albany, Auckland, 0632, NZ
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