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: Soft Computing and Human-Centered Machines
  name:
    name part: Liu, Zhi-Qiang.
    role:
      role term: creator
  name:
    name part: Miyamoto, Sadaaki.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: Electronic books.
  origin info:
    place:
      place term: ja
    date issued: 2000
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (XVIII, 327 pages 95 illustrations)
  abstract: Today's networked world and the decentralization that the Web enables and symbolizes have created new phenomena: information explosion and saturation. To deal with information overload, our computers should have human-centered functionality and enhanced intelligence, but instead they simply become faster. Soft computing is a unifying framework that combines techniques in neural networks, fuzzy theory, genetic algorithms, and artificial intelligence to develop intelligent systems able to learn in dynamic, imprecise, and uncertain environments. This book explains the theory, methodology, and application aspects of human-centered systems, showing how it is possible to extend to machines such techniques as dynamic cognitive learning, neural-fuzzy-based learning, and genetic-evolutionary type learning paradigms.
  table of contents: Introduction -- Multisets and Fuzzy Multisets -- Model Logic, Rough Sets, and Fuzzy Sets -- Fuzzy Cognitive Maps: Analysis and Extensions -- Methods in Hard and Fuzzy Clustering -- Soft-Competitive Learning Paradigms -- Aggregation Operations for Fusing Fuzzy Information -- Fuzzy Gated Neural Networks in Pattern Recognition -- Soft Computing Technique in Kansei (Emotional) Information Processing -- Vagueness in Human Judgment and Decision Making -- Chaos and Time Series Analysis -- A Short Course for Fuzzy Set Theory.
  note: edited by Zhi-Qiang Liu, Sadaaki Miyamoto.
  note: Electronic resource.
  subject:
    topic: Computer science
  subject:
    topic: Artificial intelligence
  subject:
    topic: Artificial intelligence
  subject:
    topic: Computer science
  classification: Q334-342
  classification: 006.3
  related item:
    title info:
      title: Computer science workbench
  identifier: 9784431679073 (electronic bk.)
  identifier: 4431679073 (electronic bk.)
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: I9W
    record creation date: 121227
    record change date: 20260422220412.0
    record identifier: in00003543605
    language of cataloging:
      language term: eng