• DocumentCode
    3124322
  • Title

    Selective neuro-fuzzy system with fuzzy associative matrix

  • Author

    Shim, Jeong-Yon ; Lim, Gi Yong ; Hwang, Chong-Sun

  • Author_Institution
    Dept. of Comput. Sci., YongIn SongDam Coll., Kyong Kido, South Korea
  • Volume
    3
  • fYear
    1999
  • fDate
    22-25 Aug. 1999
  • Firstpage
    1671
  • Abstract
    Neuro-fuzzy hybrid systems have solved many problems in different ways. These systems can produce both learning ability and uncertain knowledge processing ability. However, to make a more powerful intelligent system, it is necessary to consider human selective recognition, the hierarchical structure of knowledge processing and data extraction. We propose a selective neuro-fuzzy system which has learning, selective perceptible ability and the mechanism for data extraction from their association using a fuzzy associative matrix and test the with medical data.
  • Keywords
    fuzzy systems; inference mechanisms; knowledge based systems; matrix algebra; medical computing; neural nets; pattern classification; data extraction; fuzzy associative matrix; hierarchical structure; human selective recognition; learning ability; selective neuro-fuzzy system; selective perceptible ability; uncertain knowledge processing ability; Data mining; Educational institutions; Filtering; Filters; Fuzzy neural networks; Fuzzy systems; Humans; Instruments; Medical tests; System testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems Conference Proceedings, 1999. FUZZ-IEEE '99. 1999 IEEE International
  • Conference_Location
    Seoul, South Korea
  • ISSN
    1098-7584
  • Print_ISBN
    0-7803-5406-0
  • Type

    conf

  • DOI
    10.1109/FUZZY.1999.790156
  • Filename
    790156