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: Redescription Mining
  name:
    name part: Galbrun, Esther.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Miettinen, Pauli.
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2017
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XI, 80 p. 18 illus., 14 illus. in color. online resource.
  abstract: This book provides a gentle introduction to redescription mining, a versatile data mining tool that is useful to find distinct common characterizations of the same objects and, vice versa, to identify sets of objects that admit multiple shared descriptions. It is intended for readers who are familiar with basic data analysis techniques such as clustering, frequent itemset mining, and classification. Redescription mining is defined in a general way, making it applicable to different types of data. The general framework is made more concrete through many practical examples that show the versatility of redescription mining. The book also introduces the main algorithmic ideas for mining redescriptions, together with applications from various domains. The final part of the book contains variations and extensions of the basic redescription mining problem, and discusses some future directions and open questions. .
  note: by Esther Galbrun, Pauli Miettinen.
  subject:
    topic: Computer science
  subject:
    topic: Data mining
  subject:
    topic: Computer Science
  subject:
    topic: Data Mining and Knowledge Discovery
  classification: QA76.9.D343
  classification: 006.312
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: SpringerBriefs in Computer Science
  identifier: 9783319728896
  identifier: http://dx.doi.org/10.1007/978-3-319-72889-6
  record info:
    record creation date: 180111
    record change date: 20180111115145.0
    record identifier: 978-3-319-72889-6