rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Classification, Clustering, and Data Analysis
    sub title: Recent Advances and Applications
  name:
    name part: Jajuga, Krzysztof.
    role:
      role term: creator
  name:
    name part: Sokołowski, Andrzej.
  name:
    name part: Bock, Hans Hermann.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: Electronic books.
  genre: Statistics.
  origin info:
    place:
      place term: gw
    date issued: 2002
    issuance: monographic
  language:
    language term: eng
  physical description:
    reformatting quality: access
    form: remote
    extent: 1 online resource (xi, 508 pages 84 illustrations)
  abstract: 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.
  table of 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.
  note: edited by Krzysztof Jajuga, Andrzej Sokołowski, Hans-Hermann Bock.
  note: Electronic resource.
  subject:
    topic: Statistics
  subject:
    topic: Computer science
  subject:
    topic: Mathematical statistics
  subject:
    topic: Economics
    topic: Statistics
  subject:
    topic: Computer science
  subject:
    topic: Economics
  subject:
    topic: Mathematical statistics
  subject:
    topic: Statistics
  classification: QA276-280
  classification: 519.5
  related item:
    title info:
      title: Studies in classification, data analysis, and knowledge organization
  identifier: 9783642561818 (electronic bk.)
  identifier: 3642561810 (electronic bk.)
  identifier: 9783540436911
  identifier: 354043691X
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: AU@
    record creation date: 121227
    record change date: 20260420204738.8
    record identifier: in00003563133
    language of cataloging:
      language term: eng