• DocumentCode
    1392527
  • Title

    Hierarchical classification: its usefulness for diagnosis and sensor validation

  • Author

    Chandrasekaran, B. ; Punch, William F., III

  • Author_Institution
    Dept. of Comput. & Inf. Sci., Ohio State Univ., Columbus, OH, USA
  • Volume
    6
  • Issue
    5
  • fYear
    1988
  • fDate
    6/1/1988 12:00:00 AM
  • Firstpage
    884
  • Lastpage
    891
  • Abstract
    The concept of the generic task, one of a small set of ubiquitous cognitive tasks that together account for some part of human cognition, is examined. In particular, how hierarchical classification is one such generic task and how it is useful for diagnosis is shown. It is also shown that a diagnosis system based on hierarchical classification naturally lends itself to solving a number of issues traditionally associated with sensor validation is examined
  • Keywords
    cognitive systems; hierarchical systems; diagnosis system; generic task; hierarchical classification; human cognition; sensor validation; ubiquitous cognitive tasks; Artificial intelligence; Assembly systems; Cognition; Diagnostic expert systems; Expert systems; Fires; Helium; Humans; Problem-solving; Sensor systems;
  • fLanguage
    English
  • Journal_Title
    Selected Areas in Communications, IEEE Journal on
  • Publisher
    ieee
  • ISSN
    0733-8716
  • Type

    jour

  • DOI
    10.1109/49.640
  • Filename
    640