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:
    non sort: The
    title: Puzzle of Granular Computing
  name:
    name part: Apolloni, Bruno.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Pedrycz, Witold.
    role:
      role term: author.
  name:
    name part: Bassis, Simone.
    role:
      role term: author.
  name:
    name part: Malchiodi, Dario.
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2008
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XVIII, 495 p. online resource.
  abstract: Rem tene, verba sequentur (Gaius J. Victor, Rome VI century b.c.) The ultimate goal of this book is to bring the fundamental issues of information granularity, inference tools and problem solving procedures into a coherent, unified, and fully operational framework. The objective is to offer the reader a comprehensive, self-contained, and uniform exposure to the subject.The strategy is to isolate some fundamental bricks of Computational Intelligence in terms of key problems and methods, and discuss their implementation and underlying rationale within a well structured and rigorous conceptual framework as well as carefully related to various application facets. The main assumption is that a deep understanding of the key problems will allow the reader to compose into a meaningful mosaic the puzzle pieces represented by the immense variety of approaches present in the literature and in the computational practice. All in all, the main approach advocated in the monograph consists of a sequence of steps offering solid conceptual fundamentals, presenting a carefully selected collection of design methodologies, discussing a wealth of development guidelines, and exemplifying them with a pertinent, accurately selected illustrative material.
  table of contents: The General Framework -- Granule Formation Around Data -- I: Algorithmic Inference -- Modeling Samples -- Inferring from Samples -- II: The Development of Fuzzy Sets -- Construction of Information Granules: From Data and Perceptions to Information Granules -- Estimating Fuzzy Sets -- III: Expanding Granula into Boolean Functions -- The Clustering Problem -- Suitably Representing Data -- IV: Directing Populations -- The Main Paradigms of Social Computation -- If also Ants Are Able... -- V: Granular Constructs -- Granular Constructs -- Identifying Fuzzy Rules -- A Conceptual Synthesis -- Knowledge Engineering.
  note: by Bruno Apolloni, Witold Pedrycz, Simone Bassis, Dario Malchiodi.
  subject:
    topic: Computer science
  subject:
    topic: Software engineering
  subject:
    topic: Computers
  subject:
    topic: Applied mathematics
  subject:
    topic: Engineering mathematics
  subject:
    topic: Computer Science
  subject:
    topic: Theory of Computation
  subject:
    topic: Appl.Mathematics/Computational Methods of Engineering
  subject:
    topic: Software Engineering
  classification: QA75.5-76.95
  classification: 004.0151
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Studies in Computational Intelligence, 138
  identifier: 9783540798644
  identifier: http://dx.doi.org/10.1007/978-3-540-79864-4
  record info:
    record creation date: 100301
    record change date: 20151204160942.0
    record identifier: 978-3-540-79864-4