Formal approaches to rule-based systems in medicine: The case of CADIAG-2

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Formal approaches to rule-based systems in medicine: The case of CADIAG-2

There is no established formal framework for expert systems based on weighted IFTHEN rules. We discuss three mathematical models that have been recently proposed by the authors for CADIAG-2—a well-known system of this kind. The three frameworks are based on fuzzy logics, probability theory and possibilistic logic, respectively. CADIAG-2 is used here as a case study to evaluate these frameworks....

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ژورنال

عنوان ژورنال: International Journal of Approximate Reasoning

سال: 2013

ISSN: 0888-613X

DOI: 10.1016/j.ijar.2012.09.002