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: Granular Computing
    sub title: An Emerging Paradigm
  name:
    name part: Pedrycz, Witold
    role:
      role term: creator
    role:
      role term: editor.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: Electronic books.
  origin info:
    place:
      place term: gw
    date issued: 2001
    issuance: monographic
  language:
    language term: eng
  physical description:
    reformatting quality: access
    form: remote
    extent: 1 online resource.
  abstract: Granular Computing is concerned with constructing and processing carried out at the level of information granules. Using information granules, we comprehend the world and interact with it, no matter which intelligent endeavor this may involve. The landscape of granular computing is immensely rich and involves set theory (interval mathematics), fuzzy sets, rough sets, random sets linked together in a highly synergetic environment. This volume is a first comprehensive treatment of this emerging paradigm and embraces its fundamentals, underlying methodological framework, and a sound algorithmic environment. The panoply of applications covered includes system identification, telecommunications, linguistics and music processing. Written by experts in the field, this volume will appeal to all developing intelligent systems, either working at the methodological level or interested in detailed system realization.
  table of contents: Interval Arithmetic and Interval Analysis -- Interval and Ellipsodial Uncertainty Models -- Nonlinear Bounded-Error Parameter Estimation Using Interval Computation -- Random Sets -- Rough Sets and Boolean Reasoning -- Granulation and Nearest Neighborhoods -- An Inquiry into the Theory of Defuzzification -- Fuzzy Partitioning Methods -- A Coding Method to Handle Linguistic Variables -- A Formal Theory of Fuzzy Natural Language Quantification and Its Role in Granular Computing -- Granularity and Specifity in Fuzzy Rule-Based Systems -- Granular Computing in Neural Networks -- Fuzzy Clustering for Multiple-Model Approaches in System Identification and Control -- Information Granulation in Automated Modeling -- Optical Music Recognition -- Modeling MPEG VBR Video Traffic Using Type-2 Fuzzy Logic Systems -- Induction of Rules about Complications with the Use of Rough Sets.
  note: edited by Witold Pedrycz.
  note: Electronic resource.
  subject:
    topic: Computer science
  subject:
    topic: Artificial intelligence
  subject:
    topic: Artificial intelligence
  subject:
    topic: Computer science
  classification: Q334-342
  classification: TJ210.2-211.495
  classification: 006.3
  related item:
    title info:
      title: Studies in fuzziness and soft computing ; 70
  identifier: 9783790818239
  identifier: 3790818232
  identifier: 9783790824872 (print)
  identifier: 3790824879 (print)
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: Nz
    record creation date: 130504
    record change date: 20260420204941.1
    record identifier: in00003545858
    language of cataloging:
      language term: eng