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: Knowledge discovery with support vector machines
  name:
    name part: Hamel, Lutz
    role:
      role term: creator
    role:
      role term: author
  type of resource: text
  genre: bibliography
  origin info:
    place:
      place term: nju
    place:
      place term: Hoboken, NJ
    publisher: John Wiley & Sons
    date issued: c2009
    date issued: 2009
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: print
    extent: xv, 246 p. : ill. ; 25 cm.
  table of contents: 1. What is knowledge discovery? -- 2. Knowledge discovery environments -- 3. Describing data mathematically -- 4. Linear decision surfaces and functions -- 5. Perceptron learning -- 6. Maximum-margin classifiers -- 7. Support vector machines -- 8. Implementation -- 9. Evaluating what has been learned -- 10. Elements of statistical learning theory -- 11. Multiclass classification -- 12. Regression with support vector machines -- 13. Novelty detection
  note: Lutz Hamel
  note: Includes bibliographical references and index
  subject:
    topic: Computer algorithms
  subject:
    topic: Data mining
  subject:
    topic: Machine learning
  subject:
    topic: Support vector machines
  related item:
    title info:
      title: Wiley series on methods and applications in data mining
  identifier: 0470371927 (hbk.)
  identifier: 9780470371923 (hbk.)
  record info:
    record creation date: 100719
    record change date: 20170307093000.0
    record identifier: 0000067341