• DocumentCode
    1552964
  • Title

    Classification of vintages of wine by artificial nose using time delay neural networks

  • Author

    Yamazaki, A. ; Ludermir, T.B. ; de Souto, M.C.P.

  • Author_Institution
    Center of Informatics, Univ. Fed. de Pernambuco, Recife, Brazil
  • Volume
    37
  • Issue
    24
  • fYear
    2001
  • fDate
    11/22/2001 12:00:00 AM
  • Firstpage
    1466
  • Lastpage
    1467
  • Abstract
    A pattern recognition system for an artificial nose is presented. It is composed of artificial neural networks with time delay taps on their inputs. For the classification of vintages of wine, it achieves better results (mean classification error of 4.32%) than those obtained by networks without delay taps (42.79%)
  • Keywords
    delays; food processing industry; gas sensors; neural nets; pattern classification; ANN; artificial nose; error measures; odour recognition; pattern recognition system; time delay neural networks; wine vintage classification;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:20010985
  • Filename
    970397
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1552964