| 基于模糊神经网络进行数据挖掘的一种算法 |
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| 引用本文： | 崔兆顺,汪志农. 基于模糊神经网络进行数据挖掘的一种算法[J]. 兰州理工大学学报, 2007, 33(3): 112-115 |
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| 作者姓名： | 崔兆顺 汪志农 |
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| 作者单位： | 西北农林科技大学,信息工程学院,陕西,杨凌,712100;西北农林科技大学,信息工程学院,陕西,杨凌,712100 |
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| 基金项目： | 甘肃省科技攻关项目(2GS044-AS2-011-28) |
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| 摘 要： | 通过对模糊神经网络和训练样本的构造,训练模糊神经网络使其达到一定的精度要求后,对网络进行裁剪.在网络隐层的激活和聚类后,提取规则的步骤,从而实现在数据库中获取有效知识的目的,并在应用中进行了仿真,验证了算法的有效性.
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| 关 键 词： | 模糊神经网络 数据挖掘 规则提取 裁剪 聚类 |
| 文章编号： | 1673-5196（2007）03-0112-04 |
| 修稿时间： | 2006-07-18 |
An algorithm of data mining with fuzzy neural network |
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| CUI Zhao-shun,WANG Zhi-nong. An algorithm of data mining with fuzzy neural network[J]. Journal of Lanzhou University of Technology, 2007, 33(3): 112-115 |
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| Authors: | CUI Zhao-shun WANG Zhi-nong |
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| Affiliation: | College of Information Engineering, Northwest A ~- F University, Yanqgling 712100, China |
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| Abstract: | By means of constructing fuzzy neural network and training specimen and training the fuzzy neural network to meet the requirement of a certain accuracy,the network was pruned.After the activation and clustering of the hidden layers in the network,the rule sequence was extracted so that the goal of getting effective knowledge from data-base could be realized.The algorithm presented was simulated during its application and proved to be effective. |
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| Keywords: | fuzzy neural network data mining rule extraction pruning clustering |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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