University of Khartoum

Neural Expert System with two Engines of Rough Set

Neural Expert System with two Engines of Rough Set

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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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