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Hycones: a hybrid approach to designing decision support systems
B D Leão1, E B Reátegui, A Guazzelli
1Institute of Cardiology, Federal University of Rio Grande do Sul, Porto Alegre, Brazil.
M.D. Computing : Computers in Medical Practice
|March 1, 1996
Abstract:
Hycones II is a tool that facilitates the construction of hybrid connectionist expert systems to solve problems in classification. Hycones II provides a hybrid system that integrates frames with three types of neural network: the "combinatorial" neural model (CNM), the "Fuzzy ARTMAP" model, and the "Semantic ART" (SMART) model, a combination of the CNM and Fuzzy ART-MAP. We will compare the ability of these three models to solve diagnostic problems in two medical domains.