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: Adaptive Modelling, Estimation and Fusion from Data
    sub title: A Neurofuzzy Approach
  name:
    name part: Harris, Chris.
    role:
      role term: creator
  name:
    name part: Hong, Xia.
  name:
    name part: Gan, Qiang.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: Electronic books.
  origin info:
    place:
      place term: gw
    date issued: 2002
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (XVI, 323 pages)
  abstract: In a world of almost permanent and rapidly increasing electronic data availability, techniques of filtering, compressing, and interpreting this data to transform it into valuable and easily comprehensible information is of utmost importance. One key topic in this area is the capability to deduce future system behavior from a given data input. This book brings together for the first time the complete theory of data-based neurofuzzy modelling and the linguistic attributes of fuzzy logic in a single cohesive mathematical framework. After introducing the basic theory of data-based modelling, new concepts including extended additive and multiplicative submodels are developed and their extensions to state estimation and data fusion are derived. All these algorithms are illustrated with benchmark and real-life examples to demonstrate their efficiency. Chris Harris and his group have carried out pioneering work which has tied together the fields of neural networks and linguistic rule-based algortihms. This book is aimed at researchers and scientists in time series modeling, empirical data modeling, knowledge discovery, data mining, and data fusion.
  note: by Chris Harris, Xia Hong, Qiang Gan.
  note: Electronic resource.
  subject:
    topic: Computer science
  subject:
    topic: Information storage and retrieval systems
  subject:
    topic: Artificial intelligence
  subject:
    topic: Optical pattern recognition
  subject:
    topic: Artificial intelligence
  subject:
    topic: Computer science
  subject:
    topic: Information storage and retrieval systems
  subject:
    topic: Optical pattern recognition
  classification: Q334-342
  classification: 006.3
  related item:
    title info:
      title: Advanced information processing
  identifier: 9783642182426 (electronic bk.)
  identifier: 3642182429 (electronic bk.)
  identifier: 3642182429
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: I9W
    record creation date: 121227
    record change date: 20260422173525.9
    record identifier: in00003553276
    language of cataloging:
      language term: eng