• DocumentCode
    1995638
  • Title

    Further improvements in the generalization capability of the BRAINNE technique for extracting symbolic knowledge from neural networks

  • Author

    Hossain, T. ; Dillon, T.S.

  • Author_Institution
    Expert & Intelligent Syst. Lab., La Trobe Univ., Bundoora, Vic., Australia
  • Volume
    2
  • fYear
    1997
  • fDate
    27-23 May 1997
  • Firstpage
    429
  • Abstract
    The paper examines several methods for improving the generalization capability of the BRAINNE technique. These methods deal with proper training of neural networks and improvements in defining bounds for continuous data
  • Keywords
    generalisation (artificial intelligence); knowledge acquisition; knowledge representation; learning (artificial intelligence); neural nets; BRAINNE technique; continuous data bounds; improved generalization capability; neural network training; symbolic knowledge extraction; Biological neural networks; Computer networks; Computer science; Intelligent networks; Intelligent systems; Laboratories; Multi-layer neural network; Neural networks; Noise measurement; Particle measurements;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Knowledge-Based Intelligent Electronic Systems, 1997. KES '97. Proceedings., 1997 First International Conference on
  • Conference_Location
    Adelaide, SA
  • Print_ISBN
    0-7803-3755-7
  • Type

    conf

  • DOI
    10.1109/KES.1997.619419
  • Filename
    619419
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1995638