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: Data mining and knowledge discovery for geoscientists
  name:
    name part: Shi, Guangren.
    role:
      role term: creator
  name:
    name part: ScienceDirect (Online service)
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: cau
    date issued: 2014
    edition: First edition.
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (377 pages)
  abstract: "In the early 21 century, data mining (DM) was predicted to be "one of the most revolutionary developments of the next decade," and chosen as one of 10 emerging technologies that will change the world (Hand et al., 2001; Larose, 2005; Larose, 2006). In fact, in the recent 20 years, the field of DM has seen enormous success, both in terms of broad-ranging application achievements and in terms of scientific progress and understanding. DM is the computerized process of extracting previously unknown and important actionable information and knowledge from database (DB). This knowledge can then be used to make crucial decisions by leveraging the individual's intuition and experience to objectively generate opportunities that might otherwise go undiscovered"--
  table of contents: 1. Introduction -- 2. Probability and statistics -- 3. Artificial neural networks -- 4. Support vector machines -- 5. Decision trees -- 6. Bayesian classification -- 7. Cluster analysis -- 8. Kriging -- 9. Other soft computing algorithms for geosciences -- 10. A practical software system of data mining and knowledge discovery for geosciences.
  note: Guangren Shi, professor of mathematical geology, Research Institute of Petroleum Exploration and Development, Beijing, China.
  note: Includes bibliographical references.
  subject:
    topic: Geology
    topic: Data processing
  subject:
    topic: Data mining
  subject:
    topic: Data Mining
  subject:
    topic: Géologie
    topic: Informatique
  subject:
    topic: Exploration de données (Informatique)
  subject:
    topic: COMPUTERS
    topic: General
  subject:
    topic: Data mining
  subject:
    topic: Geology
    topic: Data processing
  classification: QE48.8 .S54 2014eb
  classification: 006.3/12
  related item:
    title info:
      title: Data mining and knowledge discovery for geoscientists
    name:
      name part: Shi, Guangren.
    origin info:
      edition: First edition
    identifier: (DLC) 2013032294
    identifier: (OCoLC)858975362
  identifier: 9780124104754
  identifier: 0124104754
  identifier: 1306120004
  identifier: 9781306120005
  identifier: 9780124104372
  identifier: 0124104371
  identifier: 543251 MIL
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: OPELS
    record creation date: 131031
    record change date: 20260326195530.1
    record identifier: in00005753185
    language of cataloging:
      language term: eng