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: Accuracy improvements in linguistic fuzzy modeling
  name:
    name part: Casillas, J. (Jorge)
    role:
      role term: editor.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: gw
    date issued: 2003
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (xii, 385 pages) : illustrations.
  abstract: Fuzzy modeling usually comes with two contradictory requirements: interpretability, which is the capability to express the real system behavior in a comprehensible way, and accuracy, which is the capability to faithfully represent the real system. In this framework, one of the most important areas is linguistic fuzzy modeling, where the legibility of the obtained model is the main objective. This task is usually developed by means of linguistic (Mamdani) fuzzy rule-based systems. An active research area is oriented towards the use of new techniques and structures to extend the classical, rigid linguistic fuzzy modeling with the main aim of increasing its precision degree. Traditionally, this accuracy improvement has been carried out without considering the corresponding interpretability loss. Currently, new trends have been proposed trying to preserve the linguistic fuzzy model description power during the optimization process. Written by leading experts in the field, this volume collects some representative researcher that pursue this approach.
  table of contents: Overview -- Accuracy Improvements Constrained by Interpretability Criteria -- Extending the Modeling Process to Improve the Accuracy -- Extending the Modeling Structure to Improve the Accuracy.
  note: J. Casillas, O. Cordón, F. Herrera, L. Magdalena (eds.).
  note: Includes bibliographical references and index.
  subject:
    topic: Fuzzy languages
  subject:
    topic: Expert systems (Computer science)
  subject:
    topic: Linguistic models
  subject:
    topic: Expert systems (Computer science)
  subject:
    topic: Fuzzy languages
  subject:
    topic: Linguistic models
  classification: TJ213 .A224 2003eb
  classification: 005.74
  classification: 629.8
  related item:
    title info:
      title: Accuracy improvements in linguistic fuzzy modeling
    identifier: (OCoLC)52055893
  related item:
    title info:
      title: Studies in fuzziness and soft computing ; v. 129
  identifier: 9783540370581 (electronic bk.)
  identifier: 3540370587 (electronic bk.)
  identifier: 9783642057038
  identifier: 3642057039
  identifier: 3540029338 (hc : alk. paper)
  identifier: 9783540029335 (hc : alk. paper)
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: GW5XE
    record creation date: 140807
    record change date: 20260422224744.0
    record identifier: in00003537188
    language of cataloging:
      language term: eng