| Expert System Based on Data Mining and Neural Networks |
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| 作者姓名： | NI Zhi-wei \ JIA Rui-yu . |
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| 作者单位： | NI Zhi-wei 1，2，\ JIA Rui-yu 1 1.Department of Computer Science，Anhui University，Hefei 230039，China 2.Department of Computer Science，University of Science and Technology of China，Hefei 230027，China |
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| 基金项目： | the National Project of″863″Plan(863 /3 0 6/zd0 5 /0 1 /8) |
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| 摘 要： | 1 IntroductionAlthough there are momentous progresses and application in Expert System ( ES) 1 ] ,thereare some innate limitations resulting from its symbolic information processing mechanism.Here are some problems listed below:the bottleneck of knowledge acquisition,the frailtyof knowledge,the monotony of inference.So a lot of researchers have advanced manyfresh theories and methods. For example,the knowledge representation includes:theobject-oriented and prototype representation techniq…
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Expert System Based on Data Mining and Neural Networks |
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| NI Zhi-wei ,,\ JIA Rui-yu ..Expert System Based on Data Mining and Neural Networks[J].Journal of Systems Science and Systems Engineering,2001,10(3). |
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| Authors: | NI Zhi-wei JIA Rui-yu |
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| Institution: | 1. Department of Computer Science, Anhui University, He fei 230039, China;Department of Computer Science, University of Science and Technology of China, Hefei 230027, China
2. Department of Computer Science, Anhui University, He fei 230039, China |
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| Abstract: | On the basis of data mining and neural network, this paper proposes a general framework of the neural network expert system and discusses the key techniques in this kind of system. We apply these ideas on agricultural expert system to find some unknown useful knowledge and get some satisfactory results. |
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| Keywords: | expert system neural networks data mining rule extraction rule evaluation |
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