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: Towards Efficient Fuzzy Information Processing
    sub title: Using the Principle of Information Diffusion
  name:
    name part: Huang, Chongfu.
    role:
      role term: creator
  name:
    name part: Shi, Yong.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: gw
    date issued: 2002
    issuance: monographic
  language:
    language term: eng
  physical description:
    reformatting quality: access
    form: remote
    extent: 1 online resource (xxi, 370 pages)
  abstract: The need for developing a better understanding of the behaviour of small samples by observing experiments presents a problem far beyond purely academic interest. This monograph describes the character of incomplete fuzzy information, and proposes and proves the principle of information diffusion. The focus lies in changing a traditional sample-point into a fuzzy set to partly fill the gap caused by incomplete data, so that the recognition of relationships between input and output can be improved. Part 1 examines the origins of the principle of information diffusion and describes the mathematical concepts and proofs. Topics covered include: information matrix, demonstration of information distribution, and the kernel function in terms of information diffusion. Part 2 covers applications such as earthquake engineering and risk assessment of flood, and demonstrates that the new theory is useful for studying practical cases.
  table of contents: pt. I. Principle of Information Diffusion -- 1. Introduction -- 2. Information Matrix -- 3. Some Concepts From Probability and Statistics -- 4. Information Distribution -- 5. Information Diffusion -- 6. Quadratic Diffusion -- 7. Normal Diffusion -- pt. II. Applications -- 8. Estimation of Epicentral Intensity -- 9. Estimation of Isoseismal Area -- 10. Fuzzy Risk Analysis -- 11. System Analytic Model for Natural Disasters -- 12. Fuzzy Risk Calculation.
  note: by Chongfu Huang, Yong Shi.
  note: Electronic resource.
  note: Includes bibliographical references and index.
  subject:
    topic: Computer science
  subject:
    topic: Artificial intelligence
  subject:
    topic: Engineering
  subject:
    topic: Artificial intelligence
  subject:
    topic: Computer science
  subject:
    topic: Engineering
  classification: Q334-342
  classification: TJ210.2-211.495
  classification: 006.3
  related item:
    title info:
      title: Studies in fuzziness and soft computing ; 99
  identifier: 9783790817850 (electronic bk.)
  identifier: 3790817856 (electronic bk.)
  identifier: 9783790825114
  identifier: 3790825115
  identifier: 379081475X
  identifier: 9783790814750
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: AU@
    record creation date: 121116
    record change date: 20260420211450.4
    record identifier: in00003564043
    language of cataloging:
      language term: eng