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Extract rules by using rough set and knowledge-based NN
Extract Rules by Using Rough Set and Knowledge-Based NN

Keywords: Rough set theory,knowledge-based NN (neural network),knowledge discovery,machine learning
神经网络
,粗糙集,机器学习

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Abstract:

In this paper, rough set theory is used to extract roughly-correct inference rules from information systems. Based on this idea, the learning algorithm ERCR is presented. In order to refine the learned roughly-correct inference rules, the knowledge-based neural network is used. The method presented here sufficiently combines the advanages of rough set theory and neural network.

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