Neural expert system with two engines of rough set

被引：0

作者：

Yahia, ME ^{[1
]}

Mahmod, R ^{[1
]}

机构：

[1] Univ Khartoum, Fac Math Sci, Khartoum 11115, Sudan

来源：

ACS/IEEE INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS, PROCEEDINGS | 2001年

关键词：

expert systems; neural networks; rough sets; inference systems; data preprocessing;

D O I：

10.1109/AICCSA.2001.933951

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A new method for pre-processing input to neural network based on rough sets analysis was proposed. The method was used to construct two engines of rough set within the frame of neural expert system. As an example, a neural expert system for medical diagnosis was built using the two engines. The resulting model was evaluated by a fivefold cross-validation technique. The obtained result shows consistency of the given data and the classification given by experts.

引用

页码：52 / 58

页数：3

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