Fuzzy Sets and Systems: Theory and Applications
Fuzzy Sets and Systems: Theory and Applications
On medical diagnosis using possibility measures
Fuzzy Sets and Systems
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This paper presents a classification model in a fuzzy environment. By using possibility distributions and fuzzy measures, optimal (in Bayes sense) membership functions are induced. These functions are similar to decision rules used in classical Discriminant Analysis. The relations between fuzzy measures and possibility measures are also discussed to formulate a classification model where Sugeno's fuzzy measures and integrals are used.