吉林大学学报(工学版) ›› 2012, Vol. 42 ›› Issue (增刊1): 251-254.

Previous Articles     Next Articles

Application of improved FUP algorithm on hardware product quality analysis system

LI Song-sheng1, ZHAO Yan-wei2, GU Xi-ren2   

  1. 1. School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200072, China;
    2. Key Laboratory of Special Purpose Equipment and Advanced Manufacturing Technology, Ministry of Education, Zhejiang University of Technology, Hangzhou 310032, China
  • Received:2012-02-09 Online:2012-09-01 Published:2012-09-01

PDF (PC)

382

Abstract: The valve was used as an example for hardware product quality analysis,and the defect data of valve was mainly analyzed. Traditional incremental updating algorithm FUP for association rules does not take the time properties of data into account. Therefore an improved FUP algorithm was proposed,and it was used in the analysis of product quality. By comparison of experimental results,many of the original rules does not generated in the list of rules,while the new rules are generated after using the improved algorithm.

Key words: computer application, association rules, defect data, FUP algorithm, quality analysis

CLC Number: 

  • TP391
[1] Agrawal R,Imielinski T,Swami A. Mining association rules between sets of items in large databases[C]//Proc of the 1993 ACM SIGMOD Int'l Conf on Management of Data (SIGMOD' 93),1993: 207-216.

[2] Agrawal R,Srikant R. Fast algorithms for mining association rules[C]//Proc of the 20th Intel'l Conf on Very Large Data Bases(VLDB' 94),1994: 487-499.

[3] 蒋盛益,李霞,郑琪. 数据挖掘原理与实践[M]. 北京:电子工业出版社,2011.

[4] 郭鸿,黄桂敏,周娅. 基于Kademlia的下关联规则挖掘算法研究[J]. 计算机工程与设计,2011,32(1): 221-223. Guo Hong,Huang Gui-min,Zhou Ya. Study of association rules discovered algorithm based on Kademlia[J]. Computer Engineering and Design,2011,32(1): 221-223.

[5] 武建华,沈钧毅,王元元. 一种改进的关联分类算法[J]. 计算机工程,2009,35(9): 63-65. Wu Jian-hua,Shen Jun-yi,Wang Yuan-yuan. A improved algorithm on association and taxonomy[J]. Computer Engineering,2009,35(9): 63-65.

[6] Cheung D W,Han J,Ng V,et al. Maintenance of discovered association rules in large databases: an incremental updating technique[C]//Proc 1996 Int'l Conf on Data Engineering,New Orleans,Louisiana,1996.

[7] Cheung D W,lee S D. A general incremental technique for updating discovered association rules[C]//Proc 1997 Int'l Conf on Databases Systems for Advanced Applications,Melbourne,Australia,1997.

[8] 郭炜星. 数据挖掘分类算法研究. 杭州:浙江大学,2008. Guo Wei-xing. Study of data discovered association algorithm. Hangzhou: Zhejiang University,2008.
[1] LIU Fu,ZONG Yu-xuan,KANG Bing,ZHANG Yi-meng,LIN Cai-xia,ZHAO Hong-wei. Dorsal hand vein recognition system based on optimized texture features [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(6): 1844-1850.
[2] WANG Li-min,LIU Yang,SUN Ming-hui,LI Mei-hui. Ensemble of unrestricted K-dependence Bayesian classifiers based on Markov blanket [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(6): 1851-1858.
[3] JIN Shun-fu,WANG Bao-shuai,HAO Shan-shan,JIA Xiao-guang,HUO Zhan-qiang. Synchronous sleeping based energy saving strategy of reservation virtual machines in cloud data centers and its performance research [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(6): 1859-1866.
[4] ZHAO Dong,SUN Ming-yu,ZHU Jin-long,YU Fan-hua,LIU Guang-jie,CHEN Hui-ling. Improved moth-flame optimization method based on combination of particle swarm optimization and simplex method [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(6): 1867-1872.
[5] LIU En-ze,WU Wen-fu. Agricultural surface multiple feature decision fusion disease judgment algorithm based on machine vision [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(6): 1873-1878.
[6] OUYANG Dan-tong, FAN Qi. Clause-level context-aware open information extraction [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(5): 1563-1570.
[7] LIU Fu, LAN Xu-teng, HOU Tao, KANG Bing, LIU Yun, LIN Cai-xia. Metagenomic clustering method based on k-mer frequency optimization [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(5): 1593-1599.
[8] GUI Chun, HUANG Wang-xing. Network clustering method based on improved label propagation algorithm [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(5): 1600-1605.
[9] LIU Yuan-ning, LIU Shuai, ZHU Xiao-dong, CHEN Yi-hao, ZHENG Shao-ge, SHEN Chun-zhuang. LOG operator and adaptive optimization Gabor filtering for iris recognition [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(5): 1606-1613.
[10] CHE Xiang-jiu, WANG Li, GUO Xiao-xin. Improved boundary detection based on multi-scale cues fusion [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(5): 1621-1628.
[11] ZHAO Hong-wei, LIU Yu-qi, DONG Li-yan, WANG Yu, LIU Pei. Dynamic route optimization algorithm based on hybrid in ITS [J]. 吉林大学学报(工学版), 2018, 48(4): 1214-1223.
[12] HUANG Hui, FENG Xi-an, WEI Yan, XU Chi, CHEN Hui-ling. An intelligent system based on enhanced kernel extreme learning machine for choosing the second major [J]. 吉林大学学报(工学版), 2018, 48(4): 1224-1230.
[13] FU Wen-bo, ZHANG Jie, CHEN Yong-le. Network topology discovery algorithm against routing spoofing attack in Internet of things [J]. 吉林大学学报(工学版), 2018, 48(4): 1231-1236.
[14] CAO Jie, SU Zhe, LI Xiao-xu. Image annotation method based on Corr-LDA model [J]. 吉林大学学报(工学版), 2018, 48(4): 1237-1243.
[15] HOU Yong-hong, WANG Li-wei, XING Jia-ming. HTTP-based dynamic adaptive streaming video transmission algorithm [J]. 吉林大学学报(工学版), 2018, 48(4): 1244-1253.
Viewed
Full text


Abstract

Cited
  Shared   
  Discussed   
No Suggested Reading articles found!
Copyright © Journal of Jilin University(Engineering and Technology Edition), All Rights Reserved.
Tel: +86-431-85095297　Fax: +86-431-85094074　E-mail: xbgxb@jlu.edu.cn
Powered by Beijing Magtech Co. Ltd