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《Computer Engineering and Applications》 2011-30
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Metarule-guided mining of association rules based on classification of dimensions

NI Zhiwei1,2,ZHOU Zhiqiang1,2,GONG Weifeng1,2,MENG Jinhua1,2 1.School of Management,Hefei University of Technology,Hefei 230009,China 2.Key Lab of Process Optimization and Intelligent Decision-Making,Ministry of Education,Hefei 230009,China  
Metarule-guided mining of association rules can improve the efficiency and accuracy of mining process.Currently many algorithms have been proposed,especially in relational databases.In the case of data cubes,many algorithms are proposed,and most of them are based on Apriori theory,which lead to the problem of redundant predicates searching.In view of this situation,this paper proposes an algorithm LRS according to different types of dimensions in the metarule,and the ex-periment results demonstrate the effectiveness of the proposed algorithm.
【Fund】: 国家高技术研究发展计划(863)No.2007AA04Z116;; 国家自然科学基金(No.70871033)~~
【CateGory Index】: TP311.13
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Chinese Journal Full-text Database 3 Hits
1 HOU Dong-feng LU Chang-hui LIU Qing-bao ZHANG Wei-ming(College of Information System and Management,National University of Defense Technology,Changsha 410073,China);Survey on Computation of Data Cubes[J];Computer Science;2008-10
2 GAO Xuedong, WANG Wenxian, WU Sen (School of Management, Beijing University of Science and Technology,Beijing 100083);Multidimensional Association Rule Mining Method Based on Data Cube[J];Computer Engineering;2003-14
3 #OU-YANG Weimin; #CAI Qingsheng (Comuting Center Anhui Universny Hofei 230039)#(Department of Computer Science Unharsity of Science and Technology of China HWz 230027 )E-mail: oywm mars. ahu. edu. cn;META-PATTERN GUIDED DISCOVERY OF MULTIPLE-LEVEL ASSOCIATION RULE IN LARGE DATABASES[J];JOURNAL OF SOFTWARE;1997-12
Chinese Journal Full-text Database 10 Hits
1 HU Ming,TANG Pei-li,XU Jian-chao(College of Computer Science & Engineering,Changchun University of Technology,Changchun 130012,China);Research of multi-dimensional association rule based on OLAP[J];Journal of Northeast Normal University(Natural Science Edition);2007-04
2 LI Ming,ZHENG Bo (Ordnance Technology Institute of Ordnance Engineering College,Shijiazhuang 050000,China);Building Mistaken Data Diagnosis Model Based on Multidimensional Association Rule[J];Computer Knowledge and Technology;2008-01
3 ZHANG Han,PAN Zhengyun,ZHANG Yanling(Institute of Electronic Technology,PLA Information Engineering University,Zhengzhou 450004,China);Application of Multidimentional Association Rules in Intelligent Tour Service Based on Data Cube[J];Electronic Engineer;2006-06
4 Li Ming; Cai Qingsheng (Department of Computer Science University of Science & Technology of China,Hefei 230027);A Kind of High Efficient Incremental Updating Algorithm for Mining Association Rules[J];COMPUTER ENGINEERING AND APPLICATIONS;2000-05
5 CUI Xianyue1,LI Jijun2(1.Zhejiang Ninghai State Tax Bureau,Ninghai 315600;2.Computer Institute,Zhejiang University,Hangzhou 310027);Application of Data Mining in Tax System[J];Computer Engineering;2007-14
6 LIU Ya-bo1,2,LIU Da-you1,2,GAO Ying1,2,QI Hong1,2(1.Department of Computer Science and Technology,Jilin University,Changchun 130012;2.Key Laboratory of Symbolic Computation and Knowledge Engineering,Ministry of Education,Jilin University,Changchun 130012);Data Cube-based Feature Core Computing Approach[J];Computer Engineering;2008-20
7 Zhang Yi(College of Junior,Zhejiang Wanli University,Ningbo 315100,Zhejiang,China);APPLICATION OF MULTIDIMENTIONAL ASSOCIATION RULES TO AUTOMOBILE SALES[J];Computer Applications and Software;2008-10
8 LI Ming,ZHENG Bo(Ordnance Technology Institute,Ordnance Engineering College,Shijiazhuang 050000,China);Multidimensional Association Rule Mining Based on Data Cube Partition[J];Computer and Modernization;2007-03
9 SHENG Ying-ying,YAN Ren-wu,WANG Jia-min,LI Jia(School of Computer Science & Engineering,Jiangsu University of Science and Technology,Zhenjiang 212003,P.R.China);Research Multi-dimensional Association Rule Mining Based on Apriori Algorithm[J];Science Technology and Engineering;2009-07
10 ZHU Heng-min,LIU Jian-guo,WANG Ning-sheng (Research Center of CIMS Engineering,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China.);Method to Instantiate Meta Rule Based on Connected Attributes[J];Control and Decision;2005-10
China Proceedings of conference Full-text Database 1 Hits
1 Wei-ke CHEN~1,Jin-ling LI~2 1 School of Management,Tianjin University of Technology,Tianjin,China 2 School of Management,Tianjin University of Technology,Tianjin,China;Research on the Application of Multidimensional Association Rule in Construction Accidents Analysis[A];[C];2010
【Secondary Citations】
Chinese Journal Full-text Database 9 Hits
1 Xiang Longgang and Gong Jianya(State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079);A Highly Condensed and Semantics-Preserving Data Cube[J];Journal of Computer Research and Development;2007-05
2 Li Liyu Shi Pengfei(Institute of Image Processing&Pattern Recognition,Shanghai Jiaotong University,Shanghai200030);On-Line Analytical Mining of Association Rules[J];Computer Engineering and Applications;2002-03
3 LIU Yun-Tao;BAO Yu-Bin;WU Dan;LENG Fang-Ling;SUN Huan-Liang;YU Ge School of Information Science and Engineering, Northeastern University, Shenyang 110004;CBFrag-Cubing: An Algorithm of High-Dimensional Data Cubing Based on Compressed Bitmap[J];Computer Science;2005-11
4 HU Kong-fa~1,CHEN Ling~1,LI Bin~1,CHEN Hong-jian~1,DONG Yi-sheng~2(1.Dep.of Computer Sci.& Eng.,Yangzhou Univ.,Yangzhou 225009,China;2.Dep.of Computer Sci.& Eng.,Southeast Univ.,Nanjing 210096,China);Storage technology of high-dimensional OLAP aggregate data in data warehouse system[J];Computer Integrated Manufacturing Systems;2006-07
5 OU-YANG Weimin; CAI Qingsheng (The Computing Center Anhui University Hefei 230039) (Department of Computer Science University of Science and Technology of China Hefei 230027);AUTOMATIC DISCOVERY OF GENERALIZED SEQUENTIAL PATTERN IN DATABASES[J];JOURNAL OF SOFTWARE;1997-11
6 LI Sheng-En1+, WANG Shan2 1(Department of Computer Science and Technology, Shandong Institute of Architecture and Engineering, Ji抧an 250014, China) 2(School of Information, Renmin University, Beijing 100872, China);Research on Closed Data Cube Technology[J];Journal of Software;2004-08
7 LUO Ji-Zhou+, LI Jian-Zhong, ZHAO Kai (School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China);An Iceberg Cube Algorithm for Large Compressed Data Warehouses[J];Journal of Software;2006-08
8 PEI JianCHAI WeiZHAO ChangTANG ShiweiYANG Dongqing (National Laboratory on Machine PerceptionBeijing UniversityBeijing100871) (Department of Computer Science and TechnologyBeijing UniversityBeijing100871);An Algebra for Online Analytical Processing Data Cube[J];JOURNAL OF SOFTWARE;1999-06
9 WANG Zhuo~(1,2),BAO Yu-bin~2~1(School of Information Science & Engineering,Shenyang Ligong University,Shenyang 110168,China)~2(School of Information Science & Engineering,Northeastern University,Shenyang 110004,China);Fast Algorithm for Computing the Minimal Condensed Cube[J];Mini-micro Systems;2005-12
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