| 基于模糊神经网络的数据挖掘技术的研究 |
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| 引用本文： | 刘丽娜.基于模糊神经网络的数据挖掘技术的研究[J].石家庄铁路工程职业技术学院学报,2011(3):43-46. |
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| 作者姓名： | 刘丽娜 |
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| 作者单位： | 石家庄铁路职业技术学院,河北石家庄050041 |
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| 摘 要： | 简要叙述数据挖掘的概念及几种主要的数据挖掘方法,提出一种基于模糊神经网络的数据挖掘算法,把模糊理论和神经网络结合起来构造、训练模糊神经网络,弥补神经网络结构复杂、网络训练时间长、结果表示不易理解等不足。
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| 关 键 词： | 数据挖掘 神经网络 模糊理论 |
A Research for Data Mining Technology Based on Fuzzy Neural Network |
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| Authors: | LIU Li-na |
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| Institution: | LIU Li-na(Shijiazhuang Institute of Railway Technology Shijiazhuang Hebei 050041 China) |
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| Abstract: | This paper introduces the concept of data mining generally and summarizes several methods of data mining,and presents a data mining algorithm based on fuzzy neural network（FNN）.Using fuzzy theory and neural network to structure and train fuzzy neural network,the algorithm overcomes the shortcomings of neural network such as complex structure,long training time and lack of understandable representation of results. |
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| Keywords: | Data mining Neural network Fuzzy theory |
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