• DocumentCode
    919918
  • Title

    Optimum guard zone for self-supervised learning

  • Author

    Pal, S.K.

  • Author_Institution
    Imperial College of Science and Technology, Electrical Engineering Department, London, UK
  • Volume
    129
  • Issue
    1
  • fYear
    1982
  • fDate
    1/1/1982 12:00:00 AM
  • Firstpage
    9
  • Abstract
    A self-supervised learning algorithm using fuzzy set and the concept of guard zones around the class representative vectors is presented and demonstrated for vowel recognition. An optimum guard zone having the best match with the fully supervised performance is determined. Results are also compared with that of nonsupervised case for various orders of input patterns.
  • Keywords
    fuzzy set theory; pattern recognition; class representative vectors; fuzzy set; guard zone concept; learning algorithm; self supervised learning; vowel recognition;
  • fLanguage
    English
  • Journal_Title
    Computers and Digital Techniques, IEE Proceedings E
  • Publisher
    iet
  • ISSN
    0143-7062
  • Type

    jour

  • DOI
    10.1049/ip-e.1982.0002
  • Filename
    4645190
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=919918