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: Fuzzy and Neuro-Fuzzy Intelligent Systems
  name:
    name part: Czogała, Ernest.
    role:
      role term: creator
  name:
    name part: Łęski, Jacek.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: Electronic books.
  origin info:
    place:
      place term: gw
    date issued: 2000
    issuance: monographic
  language:
    language term: eng
  physical description:
    reformatting quality: access
    form: remote
    extent: 1 online resource (xvi, 195 pages 66 figs., 16 tables)
  abstract: The book provides an introduction to basic concepts as well as some recent advancements in fuzzy set theory, approximate reasoning, artificial neural networks and clustering methods. These methodologies create together the so-called soft computing, which is part of a computational approach to system intelligence. The book deals with an overview of fuzzy set theory, foundations for approximate reasoning principles, specific equivalence of inference results using logical conjunctive interpretations of if-then rules, supervised and unsupervised artificial neural networks, a new generalized conditional fuzzy clustering method, artificial neural networks-based fuzzy inference system with parameterized consequences in if-then rules, MATLAB(R) m-files implementation of neuro-fuzzy systems, detailed study of neuro-fuzzy systems applications.
  table of contents: Classical Sets and Fuzzy Sets. Basic Definitions and Terminology -- Approximate Reasoning -- Artificial Neural Networks -- Unsupervised Learning. Clustering Methods -- Fuzzy Systems -- Neuro-Fuzzy Systems -- Applications of Artificial Neural Network Based Fuzzy Inference System.
  note: by Ernest Czogała, Jacek Łęski.
  note: Electronic resource.
  subject:
    topic: Computer science
  subject:
    topic: Artificial intelligence
  subject:
    topic: Management information systems
  subject:
    topic: Artificial intelligence
  subject:
    topic: Computer science
  subject:
    topic: Management information systems
  classification: Q334-342
  classification: TJ210.2-211.495
  classification: 006.3
  related item:
    title info:
      title: Studies in fuzziness and soft computing ; 47
  identifier: 9783790818536 (electronic bk.)
  identifier: 3790818534 (electronic bk.)
  identifier: 9783662003893
  identifier: 3662003899
  identifier: 3790818534
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: AU@
    record creation date: 121227
    record change date: 20260422202359.0
    record identifier: in00003559434
    language of cataloging:
      language term: eng