• DocumentCode
    1587117
  • Title

    3D Two Spirals Separation Based upon Qualitative Mapping

  • Author

    Guanglin, Xu ; Yongchang, Liu ; Hua, Li ; Jiali, Feng

  • Author_Institution
    Shanghai Maritime Univ., Shanghai
  • Volume
    2
  • fYear
    2007
  • Firstpage
    103
  • Lastpage
    107
  • Abstract
    Two spirals separation is an important non-linear recognition problem which can be used to test the function of artificial learning system. We design an intelligent method based on qualitative mapping and try to recognize 3D two spirals. The result of the computer based experiment indicates that the mode we use has the following merits: less learning samples, shorter learning time, faster recognition and higher recognizing rate. Also we discuss the value of the mode both in theory and commercial development.
  • Keywords
    learning (artificial intelligence); pattern recognition; 3D two spirals separation; artificial learning system; nonlinear recognition problem; qualitative mapping; Algorithm design and analysis; Artificial intelligence; Design methodology; Educational institutions; Forward contracts; Learning systems; Logistics; Multi-layer neural network; Spirals; System testing; Classification Study; Non-linear; Qualitative Mapping; Two Spirals Classification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation, 2007. ICNC 2007. Third International Conference on
  • Conference_Location
    Haikou
  • Print_ISBN
    978-0-7695-2875-5
  • Type

    conf

  • DOI
    10.1109/ICNC.2007.2
  • Filename
    4344324
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1587117