Title: | Neural Expert System with two Engines of Rough Set |
Author: | Mahmod, Ramlan; Yahia, Moawia Elfaki |
Abstract: | A new method for preprocessing input to a neural network based on rough sets analysis is proposed. The method is used to construct two engines of rough sets within the frame of a neural expert system. As an example, a neural expert system for medical diagnosis was built using the two engines. The resulting model is evaluated by a fivefold cross-validation technique. The obtained result shows consistency of the given data and the classification given by experts |
URI: | http://khartoumspace.uofk.edu/handle/123456789/17659 |
Date: | 2015-12-15 |
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