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: Three Approaches to Data Analysis
    sub title: Test Theory, Rough Sets and Logical Analysis of Data
  name:
    name part: Chikalov, Igor.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Lozin, Vadim.
    role:
      role term: author.
  name:
    name part: Lozina, Irina.
    role:
      role term: author.
  name:
    name part: Moshkov, Mikhail.
    role:
      role term: author.
  name:
    name part: Nguyen, Hung Son.
    role:
      role term: author.
  name:
    name part: Skowron, Andrzej.
    role:
      role term: author.
  name:
    name part: Zielosko, Beata.
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2013
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XVIII, 202 p. online resource.
  abstract: In this book, the following three approaches to data analysis are presented: - Test Theory, founded by Sergei V. Yablonskii (1924-1998); the first publications appeared in 1955 and 1958, - Rough Sets, founded by Zdzisław I. Pawlak (1926-2006); the first publications appeared in 1981 and 1982, - Logical Analysis of Data, founded by Peter L. Hammer (1936-2006); the first publications appeared in 1986 and 1988. These three approaches have much in common, but researchers active in one of these areas often have a limited knowledge about the results and methods developed in the other two. On the other hand, each of the approaches shows some originality and we believe that the exchange of knowledge can stimulate further development of each of them. This can lead to new theoretical results and real-life applications and, in particular, new results based on combination of these three data analysis approaches can be expected.
  table of contents: Test Theory: Tools and Applications -- Rough Sets -- Logical Analysis of Data: Theory, Methodology and Applications.
  note: by Igor Chikalov, Vadim Lozin, Irina Lozina, Mikhail Moshkov, Hung Son Nguyen, Andrzej Skowron, Beata Zielosko.
  subject:
    topic: Engineering
  subject:
    topic: Artificial intelligence
  subject:
    topic: Computational intelligence
  subject:
    topic: Engineering
  subject:
    topic: Computational Intelligence
  subject:
    topic: Artificial Intelligence (incl. Robotics)
  classification: Q342
  classification: 006.3
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Intelligent Systems Reference Library, 41
  identifier: 9783642286674
  identifier: http://dx.doi.org/10.1007/978-3-642-28667-4
  record info:
    record creation date: 120727
    record change date: 20151125231248.0
    record identifier: 978-3-642-28667-4