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
fDate :
6/1/1988 12:00:00 AM
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;
Journal_Title :
Selected Areas in Communications, IEEE Journal on