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: Essentials of pattern recognition
    sub title: an accessible approach
  name:
    name part: Wu, Jianxin
    name part: (Computer scientist)
    role:
      role term: creator
    role:
      role term: author.
  type of resource: text
  genre: bibliography
  origin info:
    place:
      place term: enk
    date issued: 2021
    copyright date: 2021
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: print
    extent: xv, 384 pages, 16 unnumbered pages of plates (some color) : illustrations ; 25 cm.
  abstract: This textbook introduces fundamental concepts, major models and popular applications of pattern recognition for a one-semester undergraduate course. To ensure student understanding, the text focuses on a relatively small number of core concepts with an abundance of illustrations and examples. Concepts are reinforced with hands-on exercises to nurture the student's skill in problem solving. New concepts and algorithms are framed by real-world context and established as part of the big picture introduced in an early chapter. A problem-solving strategy is employed in several chapters to equip students with an approach for new problems in pattern recognition. This text also points out common errors that a new player in pattern recognition may encounter, and fosters the ability for readers to find useful resources and independently solve a new pattern recognition task through various working examples. Students with an undergraduate understanding of mathematical analysis, linear algebra and probability will be well prepared to master the concepts and mathematical analysis presented here.
  note: Jianxin Wu.
  note: Includes bibliographical references (pages [365]-378) and index.
  subject:
    topic: Pattern recognition systems
  classification: TK7882.P3 W84 2021
  classification: 006.4
  identifier: 1108483461
  identifier: 9781108483469
  identifier: 9781108755191
  record info:
    record content source: YDX
    record creation date: 200910
    record change date: 20210728155600.0
    record identifier: in00004395178