• DocumentCode
    1249685
  • Title

    Qualitative models as indices for memory-based prediction

  • Author

    Faltings, Boi

  • Volume
    12
  • Issue
    3
  • fYear
    1997
  • Firstpage
    47
  • Lastpage
    53
  • Abstract
    Many industrial processes are not understood enough and are too complex for inductive learning methods. The author´s technique combines qualitative and memory-based reasoning to model and predict such processes. He has applied this technique to coffee roasting and decaffeination
  • Keywords
    common-sense reasoning; food processing industry; prediction theory; production engineering computing; coffee roasting; decaffeination; inductive learning; industrial processes; memory-based prediction; memory-based reasoning; qualitative models; qualitative reasoning; Airplanes; Artificial intelligence; Buildings; Combustion; Computational modeling; Humans; Laboratories; Neural networks; Predictive models; Statistical analysis;
  • fLanguage
    English
  • Journal_Title
    IEEE Expert
  • Publisher
    ieee
  • ISSN
    0885-9000
  • Type

    jour

  • DOI
    10.1109/64.590075
  • Filename
    590075
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1249685