A Research for Data Mining Technology Based on Fuzzy Neural Network

被引：2

作者：

Liu, Li-na ^{[1
]}

Qi, Hui-juan ^{[1
]}

Li, De-xiong ^{[1
]}

机构：

[1] Shijiazhuang Inst Railway Technol, Shijiazhuang, Peoples R China

来源：

MATERIALS SCIENCE AND INFORMATION TECHNOLOGY, PTS 1-8 | 2012年 / 433-440卷

关键词：

Data mining; Neural network; Fuzzy theory;

D O I：

10.4028/www.scientific.net/AMR.433-440.2509

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

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.

引用

页码：2509 / 2512

页数：4

共 10 条

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[5] Ogasawara Eduardo, 2009, Proceedings 2009 International Joint Conference on Neural Networks (IJCNN 2009 - Atlanta), P2302, DOI 10.1109/IJCNN.2009.5178615
[6] Pearl J, 2000, DATA MINING GRAPHICA
[7] Su X.N., 2003, DATA MINING THEORY T
[8] XIA HS, 2004, DATA WAREHOUSE DATA
[9] Xu Shuxiang, P 3 INT C INF TECHN, P320
[10] ZHAO Gao-feng, 2008, J AIR FORCE ENG U NA, V19, P63

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