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《Computer Engineering》 2011-06
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Bitwise-based Mining Algorithm in 3D Dataset

PENG Xue-wu,WANG Li-ming(Information Engineering School,Zhengzhou University,Zhengzhou 450001,China)  
In order to quickly and effectively mine the 3D data set of the closed frequent itemsets,the paper proposes a data mining algorithm based on bitwise-based processing technology for 3D dataset——Bitwise-Data-Peeler(BD-Peeler).The algorithm makes the best use of the computer processing 32-bit data each time.The 3D data sets are stored by bits,so that it can increase the computational data each time in the 3D dataset.Experimental results show that it can quickly and efficiently mine the 3D data set of the closed frequent itemsets.
【CateGory Index】: TP311.13
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【Citations】
Chinese Journal Full-text Database 3 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 CHEN Xiao-hong,MA Liang(School of Business,Central South University,Changsha 410083,China);The Algorithm for Multi-Dimension Data Based on Association Rules[J];Systems Engineering;2005-05
3 CAIKEZAXI,HUANG Jing-lian(College of Computer Science and Information Engineering,Northwest University for Nationalities,Lanzhou 730030);Efficient Frequent Item Set Mining Algorithm Based on Prefix Tree[J];Computer Engineering;2010-04
【Co-citations】
Chinese Journal Full-text Database 6 Hits
1 WANG Hong-yan,WANG Qi(College of Automobile Engineering,Tongji University,Shanghai 201804,China);Application of multi-level and multi-dimensional association rules in analysis of traffic accidents[J];Journal of Transport Science and Engineering;2009-01
2 TAO Ke,WANG Yi-jie(National Key Laboratory for Parallel and Distributed Processing,School of Computer,National University of Defense Technology,Changsha 410073,China);Algorithm of Mining Frequent Closed Itemsets on Data Streams[J];Computer Engineering;2010-18
3 XU Xiao-dong1,2,LI Ke2,ZHU Shi-rui2 (1.School of Computer Science and Technology,Nanjing University of Science and Techology,Nanjing 210094,China;2.Network Center,Jiangsu University,Zhenjiang 212013,China);Mining Method of RCFA Paths from Web Logs[J];Computer Engineering;2010-22
4 SHI Jian-jun1,MIAO Yu-qing1,2(1.School of Computer and Control,Guilin University of Electronic Technology,Guilin 541004,China;2.School of Computer Science,The University of Adelaide,South Australia 5005,Australia);Top-k Frequent Closed Item Set Mining in Microarray Data[J];Computer Engineering;2011-02
5 TAN Xue-qing1,LUO Lin1,ZHOU Dong-ru2(1.School of Information Management,Wuhan University,Wuhan 430072,China;2.School of Computer,Wuhan University,Wuhan 430072,China);Constraint Association Rules Mining Based on Data Cube[J];Information Science;2007-01
6 ZENG Zhi-yong, YU Jian-kun, ZHAI Yong (Department of Computer Science, Yunnan University of Finance and Economics, Kunming 200030, China);A data mining algorithm of multidimensional temporal association rules[J];Journal of Yunnan University(Natural Sciences Edition);2006-S2
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 YI Wei-guo,WEI Jin-mao,WANG ming-yang(College of Physics,Northeast Normal University,Changchun 130024,China);Improvement on mining association rules[J];Journal of Northeast Normal University;2006-02
2 Chen Geng1, Zhu Yuquan2, Yang Hebiao2, Lu Jieping1, Song Yuqing1, and Sun Zhihui1 1(Department of Computer Science and Engineering, Southeast University , Nanjing 210096) 2(School of Computer Science and Communication Engineering, Jiangsu Un iversity, Zhenjiang 212013);Study of Some Key Techniques in Mining Association Rule[J];Journal of Computer Research and Development;2005-10
3 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
4 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
5 HE Qiong,LIU Tan-ren,GUO Ping ( College of Computer Science,Chongqing University,Chongqing 400044,China);Multi-dimension and Multi-level Association Rule Mining Algorithm on Data Cube[J];Computer Applications;2004-03
6 CAO Hong-qi1,JIANG Zhi-feng2,SUN Zhi-hui2(1.Department of Electronic Engineering,Nantong Vocational College,Nantong 226007;2.Department of Computer Science and Engineering,Southeast University,Nanjing 210096);Fast Mining Algorithm for Multi-level Association Rules Based on FP-tree[J];Computer Engineering;2007-19
7 LIU Hongyan, CHEN Jian, CHEN Guoqing(School of Economics and Management, Tsinghua University, Beijing 100084, China);Review of classification algorithms for data mining[J];Journal of Tsinghua University(Science and Technology);2002-06
8 XIAO Li JIN Yuan ping XU Hong bing WANG Neng bin(Department of Computer Science and Engineering Southeast University Nanjing 210096);A Multidimensional Scaling Based Algorithm for Fast Mining Association Rules[J];JOURNAL OF SOFTWARE;1999-07
9 SHEN Guo-qiang, QIN Zheng (School of Software, Tsinghua University, Beijing 100084,China);New Multidimensional Association Rule Mining Algorithm[J];Journal of Chinese Computer Systems;2006-02
10 XIN Yan, JU Shi-guang (School of Computer Science and Telecommunications Engineering,Jiangsu University, Zhenjiang 212013, China);Mining Cross-Level Association Rules Based on Multi-Dimensional Data Model[J];Journal of Chinese Computer Systems;2006-04
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