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《Computer Engineering》 2004-01
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An Improving Algorithm for Mining Constrained Association Rules

TAN Yihong,CHEN Zhiping,LIN Yaping (School of Computer and Communication, Hunan University, Changsha 410082)  
In procedure of mining constrained association rules, the execution time is a large obstacle to realize mining algorithm. In order to degrade respon se time, a new algorithm is provided in this paper. Based on the mined associati on rules, this algorithm optimizes the storage structure of association rules, a nd extends SQL-like query statement. The experimental result also shows its effi ciency due to the constrained association rules can be got from the mined rule s et rather than from the database.
【Fund】: 湖南省自然科学基金资助项目
【CateGory Index】: TP311.13
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【References】
Chinese Journal Full-text Database 1 Hits
1 FANG Gang(College of Mathematics & Computer Science, Chongqing Three Gorges University, Wanzhou 404000);Constrained Association Rules Mining Algorithm Based on Binary[J];Computer Engineering;2009-07
【Citations】
Chinese Journal Full-text Database 2 Hits
1 KOU Yu Jing, WANG Chun Hua, and HUANG Hou Kuan (School of Computer Science and Information Techonology, Northern Jiaotong University, Beijing 100044);AN INCREMENTAL ALGORITHM FOR MAINTAINING CONSTRAINED ASSOCIATION RULES[J];Journal of Computer Research and Development;2001-08
2 CUI Li Xin 1) YUAN Sen Miao 2) ZHAO Chun Xi 1) 1) (The Second Aircraft Institute of Airforce, Changchun 130022) 2) (Department of Computer Science and Engineering, Jilin University of Technology, Changchun 130022);Algorithms for Mining Constrained Association Rules[J];CHINESE JOURNAL OF COMPUTERS;2000-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 AN Ying~(1,2)(1.College of Computer Sciences of Beijing University of Technology,Beijing 100022,China;2.Institute of Tourism of Beijing Union University 100101,China);Mining Interest Set_- Weighted Association Rules Based on Algorithm Apriori[J];Journal of Beijing Union University(Natural Sciences);2008-04
2 LI Rui,MA Chun-yan(Software Institute,Dalian Jiao Tong University,Dalian 116028,China);Improvement of ISS-DM Algorithm based on Mining of Maximal Frequent Item Sequence Sets[J];Journal of Dalian Jiaotong University;2008-02
3 CUI Lixin,ZHAO Lei,LI Haiyu(Department of Computer, Aviation University of Air Force, Changchun 130022);Intrusion Detection Based on K-means Clustering Analysis[J];Computer Programming Skills & Maintenance;2009-S1
4 Ji Genlin Wei Suyun(Department of Computer Science,Nanjing Normal University,Nanjing 210097,China)(Jiangsu Province Key Laboratory of Computer Information Processing,Suzhou University,Suzhou 215006,China);Fast updating of constrained association rules in distributed databases[J];Journal of Southeast University(Natural Science Edition);2006-01
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6 ZHANG Bo1,GENG Zai-dan1,PENG Yu-qiang2(1.Zhengzhou Radio & TV University,Henan Zhengzhou 450000,2.Henan Radio & TV University,Henan Zhengzhou 450002);Technology of Knowledge Discovery and System Structure Designing[J];CD Technology;2009-07
7 Pan Fuzheng(School of Mathematics and Computer Science,Hubei University,Wuhan 430062,China);The association rules in data mining[J];Journal of Hubei University(Natural Science Edition);2002-04
8 KOU Yu Jing, WANG Chun Hua, and HUANG Hou Kuan (School of Computer Science and Information Techonology, Northern Jiaotong University, Beijing 100044);AN INCREMENTAL ALGORITHM FOR MAINTAINING CONSTRAINED ASSOCIATION RULES[J];Journal of Computer Research and Development;2001-08
9 GAO Fei ① and XIE Wei-Xin ② ①(School of Electronic Engineering, Xidian University, Xi'an 710071) ②(College of Information Engineering, Shenzhen University, Shenzhen 518060);FAST ALGORITHMS FOR FINDING FIRST-CLASS FREQUENT ITEMSETS WITH ITEM CONSTRAINTS[J];Journal of Computer Research and Development;2001-11
10 Song Yuqing1,2, Zhu Yuquan2, Sun Zhihui1, and Yang Hebiao21(Department of Computer Science and Engineering,Southeast University, Nanjing 210096)2(School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang 212013);An Algorithm and Its Updating Algorithm Based on Frequent Pattern Tree for Mining Constrained Maximum Frequent Itemsets[J];Journal of Computer Research and Development;2005-05
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 JIANG Wan-yun,HU Xue-gang(Department of Computer Science,Huainan Association University,Huainan 232001,China);On Application of Association Rules to Student Mark Management[J];Journal of Anqing Teachers College(Natural Science Edition);2006-04
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10 MENG Ren~1,SU Yi-Juan~2,ZHU Xiao-feng~3,ZHANG Ji-lian~3(1.Finance Department,Guangxi Normal University,Guilin,Guangxi,541004,China;2.Department of Mathematics and Computer Science,Guangxi Techers College,Nanning,Guangxi,530001,China;3.College of Mathematics and Computer Science,Guangxi Normal University,Guilin,Guangxi,541004,China);An Efficient Incremental Updating Algorithm in Data Mining for Maintaining Association Rules[J];Journal of Guangxi Academy of Sciences;2006-02
【Secondary References】
Chinese Journal Full-text Database 1 Hits
1 Huang Mingxuan1,2 Yan Xiaowei1,3 Zhang Shichao1,31(College of Computer Science,Guangxi Normal University,Guilin 541004,Guangxi,China)2(Department of Math and Computer Sciemce,Guangxi College of Education,Nanning 530023,Guangxi,China)3(Faculty of Information Technology,University of Technology,Sydney Australia);REVIEW AND PERSPECTIVE OF QUERY EXPANSION TECHNIQUES[J];Computer Applications and Software;2007-11
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 CUI Li Xin 1) YUAN Sen Miao 2) ZHAO Chun Xi 1) 1) (The Second Aircraft Institute of Airforce, Changchun 130022) 2) (Department of Computer Science and Engineering, Jilin University of Technology, Changchun 130022);Algorithms for Mining Constrained Association Rules[J];CHINESE JOURNAL OF COMPUTERS;2000-02
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