The Resource Classification, Clustering, and Data Analysis : Recent Advances and Applications, edited by Krzysztof Jajuga, Andrzej Sokołowski, Hans-Hermann Bock, (electronic resource)

Classification, Clustering, and Data Analysis : Recent Advances and Applications, edited by Krzysztof Jajuga, Andrzej Sokołowski, Hans-Hermann Bock, (electronic resource)

Label
Classification, Clustering, and Data Analysis : Recent Advances and Applications
Title
Classification, Clustering, and Data Analysis
Title remainder
Recent Advances and Applications
Statement of responsibility
edited by Krzysztof Jajuga, Andrzej Sokołowski, Hans-Hermann Bock
Creator
Contributor
Subject
Genre
Language
eng
Summary
This book deals with recent developments in classification and data analysis and presents new topics which are of central interest to modern statistics. In particular, these include: classification models and clustering methods, multivariate data analysis, symbolic data, neural networks and learning devices, phylogeny and bioinformatics, new software systems for classification and data analysis, as well as applications in social, economic, biological, medical and other sciences. The book presents a long list of useful methods for classification, clustering and data analysis. By combining theoretical aspects with practical problems it is designed for researchers as well as for applied statisticians and will support the fast transfer of new methodological advances to a wide range of applications
Member of
Cataloging source
AU@
http://library.link/vocab/creatorName
Jajuga, Krzysztof
Dewey number
519.5
Illustrations
illustrations
Index
no index present
LC call number
QA276-280
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Sokołowski, Andrzej
  • Bock, Hans-Hermann
Series statement
Studies in Classification, Data Analysis, and Knowledge Organization,
http://library.link/vocab/subjectName
  • Statistics
  • Computer science
  • Mathematical statistics
  • Economics
  • Computer science
  • Economics
  • Mathematical statistics
  • Statistics
Label
Classification, Clustering, and Data Analysis : Recent Advances and Applications, edited by Krzysztof Jajuga, Andrzej Sokołowski, Hans-Hermann Bock, (electronic resource)
Link
http://dx.doi.org/10.1007/978-3-642-56181-8
Instantiates
Publication
Antecedent source
file reproduced from original
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Clustering and Discrimination: Clustering; Cluster Validation; Discrimination -- Multivariate Data Analysis and Statistics: Multivariate Data Analysis; Statistical Methods; Symbolic Data Analysis; Consensus Trees and Phylogenetics; Regression Trees; Neural Networks and Genetic Algorithms -- Applications
Dimensions
unknown
Extent
1 online resource (xi, 508 pages 84 illustrations).
File format
unknown
Form of item
online
Isbn
9783642561818
Isbn Type
(electronic bk.)
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Quality assurance targets
unknown
Reformatting quality
access
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)851828386
  • (OCoLC)ocn851828386
Label
Classification, Clustering, and Data Analysis : Recent Advances and Applications, edited by Krzysztof Jajuga, Andrzej Sokołowski, Hans-Hermann Bock, (electronic resource)
Link
http://dx.doi.org/10.1007/978-3-642-56181-8
Publication
Antecedent source
file reproduced from original
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Clustering and Discrimination: Clustering; Cluster Validation; Discrimination -- Multivariate Data Analysis and Statistics: Multivariate Data Analysis; Statistical Methods; Symbolic Data Analysis; Consensus Trees and Phylogenetics; Regression Trees; Neural Networks and Genetic Algorithms -- Applications
Dimensions
unknown
Extent
1 online resource (xi, 508 pages 84 illustrations).
File format
unknown
Form of item
online
Isbn
9783642561818
Isbn Type
(electronic bk.)
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Quality assurance targets
unknown
Reformatting quality
access
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)851828386
  • (OCoLC)ocn851828386

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