Qualitative Model Approach to

نویسندگان

  • John A. Halter
  • Marko Bohanec
چکیده

Developing practical tools to aid in understanding physiological systems is a formidable undertaking. This paper presents a method that uses a property structure for the domain being investigated. Furthermore, it employs realistic models to present examples of the behavior of the system. From these examples the principles that relate the properties are inferred through the use of machine learning. To allow prediction of property values in quantitative domain , interval logic and fuzzy logic based methods for qualitative model interpretation are proposed. The principles are expressed as qualitative rules that derive the values of the properties. The structured approach and the qualitative representation of principles provide a simpliied means to reason about the roles of properties and meaning of principles of the physiological systems being investigated.

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تاریخ انتشار 1998