[1]王洪元,史国栋,符彦惟,等.数据挖掘技术在故障诊断中的应用[J].常州大学学报(自然科学版),2001,(04):42-44.
　WANG Hong -yuan,SHI Gou -dong,FU Yan -wei,et al.Data Mining Technique and its Application in Fault Diagnosi s[J].Journal of Changzhou University(Natural Science Edition),2001,(04):42-44.
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数据挖掘技术在故障诊断中的应用()
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常州大学学报(自然科学版)[ISSN:2095-0411/CN:32-1822/N]

卷:
期数:
2001年04期
页码:
42-44
栏目:
出版日期:
2001-12-25

文章信息/Info

Title:
Data Mining Technique and its Application in Fault Diagnosi s
作者:
王洪元1 ;  史国栋1 ;  符彦惟1 ;  夏德深2
1.江苏石油化工学院计算机科学与工程系, 江苏 常州 213016 ;2.南京理工大学计算机系, 江苏南京210094
Author(s):
WANG Hong -yuan 1 ;  SHI Gou -dong 1 ;  FU Yan -wei 1 ;  XIA De -sheng 2
1 .Department of Computer Science and Engineering , Jiangsu Institute of Pet rochemical Technology , Changzhou 213016 , China ;2 .Department of Computer , Nanjing University of Science and Technology , Nanjing 210094 , China
关键词:
数据挖掘; 故障诊断; 人工神经网络; 遗传算法
Keywords:
data mining ; fault diagnosis ; artificial neural netw ork ; genetic algorithm
分类号:
T P 301.6
文献标志码:
B
摘要:
数据挖掘技术是当今计算机信息技术的一项新兴技术, 它综合运用了人工智能、计算智能、模式识别、数理统计等先进 技术, 从大量数据中挖掘和发现有价值和隐含的知识。研究了数据挖掘的主要方法和它在故障诊断中的应用。
Abstract:
Data mining , a rising technique nowadays , combines many advanced techniques , such as artif icial intelligence , computational intelligence , pattern recognition , statistics etc ., to mine and discover valuable and hidden know ledge from databases .The primary methods in data mining and it s application in fault diagnosis are presented in this paper .

参考文献/References:

[1] Han J , Kamber M .数据挖掘-概念与技术(影印版) [M] . 北京:高等教育出版社, 2001 .
[2] Alahakoon D, Halgamuge S K , Srinivasan B .Dynami c Self Organizing Maps with Cont rolled Grow th f or Know ledge Discovery [J] .IEEE Trans Neu ral Netw orks , 2000 , 11 (3):601 -613.
[3] Ziarko W.Rough Set s , Fuzzy Set s and Knowledge Discovery [M] .New York :S prigner-Verlag , 1994.
[4] Lu H , Setiono R, Liu H .Ef fective Data Mining Using Neu ral Netw orks [J] .IEEE T rans on Know ledge and Dat a Engineering , 1996 , 8 (6):957 -961.
[5] Shin C K, Yu S J , Yun U T , et al.A Hybrid Approach of Neural Network and Memory Based Learning to Data Mining [J] . IEEE Trans Neu ral Netw orks , 2000 , 11 (3):637 -646.
[6] Feret M P , Glasgow J I.Combining Case -Based and Model - Based Reasoning f or the Diagnosis of Complex Devices [J] .J Applied Int elligence, 1997 (1):30 -36.

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备注/Memo

备注/Memo:
基金项目:江苏省高校自然科学研究基金资助(01KJB520004) 作者简介:王洪元(1960 -), 男, 江苏常熟人, 高级工程师, 在职博士生, 感兴趣方向:模式识别与智能控制。
更新日期/Last Update: 2001-12-25