Part of the Lecture Notes in Computer Science book series (LNCS, volume 548)
Learning of uncertain classification rules in medical diagnosis
In the paper a fuzzy learning algorithm is presented and its application to a real medical problem is detailed.
KeywordsLearning Classification Osteoporosis
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- Aguilar Martin J., R. Lopez de Mantara. The process of classification and learning the meaning of linguistic descriptors of concepts, In: Approximate Reasoning in Decision Analysis. Gupta M M and Sanchez E (eds), pp. 165–175.Google Scholar
- Binaghi E (1990). A Fuzzy Logic Inference Model for a Rule-Based System in Medical Diagnosis, Expert Systems, 7(3): 134–141.Google Scholar
- Binaghi E, Delia Ventura A, Rampini A, Schettini R (1991). A Fuzzy Knowledge-Based System for Biomedical Image Interpretation, Lecture Notes in Computer Science, R. Yager and B. Bouchon eds., Springer Verlag, June 1991 (in press).Google Scholar
- De Mori R and Saitta L (1980). Automatic learning of fuzzy naming relations over finite languages. Information Sciences. 21: 93–139.Google Scholar
- Lesmo L, Saitta L, Torasso P (1982). Learning of Fuzzy Production Rules for Medical Diagnosis. In: Approximate Reasoning in Decision Analysis. Gupta M M and Sanchez E (eds), pp.249–260.Google Scholar
- Pedrycz W(1984). An identification algorothm in fuzzy relational systems. Fuzzy Sets and System. 13:153–167.Google Scholar
- Pedrycz W (1985). Applications of Fuzzy Relational Equations for methods of rea-soning in presence of Fuzzy Data. Fuzzy Sets and Systems. 16: 163–175.Google Scholar
- Wyngaarden and Smith eds. (1990), Cecil Textbook of Medicine” Saunders.Google Scholar
- Zadeh L A (1981). PRUF — a meaning representation language for natural languages. In: Fuzzy Reasoning and its Applications, Mamdani E H and Gaines B R. (eds) Academic Press, London, pp. 1–58Google Scholar
- Zadeh L A (1981). Fuzzy Sets as a Basis for a Theory of Possibility. Fuzzy Sets and Systems, 5: 3–28.Google Scholar
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