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《Computer Applications and Software》 2004-12
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AN EFFECTIVE APRIORI ALGORITHM FOR ASSOCIATION RULES IN DATA MINING

Li Qingfeng 1,2 Yan Luming 1 Zhang Xiaofeng 2 Long Yanjun 2 1(School of Information Science and Engineering,Centresouth University,Changsha 410083) 2(Department of Computer and Electronic Engineering,Hunan Business College,Changsha 410205)  
Study the frequent itemsets problem for association rule in data mining and propose an improved algorithm.In this algorithm,the itemsets are ordered by ascending order instead by lexicographic order.It can greatly reduce the candidate frequent itemsets,keeps the completion of frequent itemsets,and reduces the cost of computing.
【CateGory Index】: TP311.13
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【References】
Chinese Journal Full-text Database 10 Hits
1 CHEN Gang1,2,HE Zheng-wei1,YANG Bin3(1.College of Earth Sciences,Chengdu University of Technology,Chengdu 610059;2.Information Center,Exploration & Production Research Institute,SWPB SINOPEC,Chengdu 610081;3.College of Environment and Resource,Southwest University of Science and Technology,Mianyang 621010,China);Spatial Association Rules Data Mining Research on Terrain Feature and Mountain Climate Change[J];Geography and Geo-Information Science;2010-01
2 CHENG Hong-xia (Zhengzhou Teachers College, Zhengzhou 450044, China);Research on Method of Data Mining Based on Association Rules[J];Computer Knowledge and Technology(Academic Exchange);2007-03
3 DU Xi-hui,LUO Kun-jie,LUO Wen-jun(Institute of Computer Science,Guizhou University,Guiyang 550025,China);Improvement of Apriori Algorithm for Association Rules[J];Computer Knowledge and Technology;2009-06
4 WANG Ming(School of Management,China University of Mining and Technology,Xuzhou 22116,China);Research on Association Rules of SQL Server 2008 R2[J];Computer Knowledge and Technology;2011-16
5 PENG Yipu1,XIONG Yongjun2(1.College of Civil Engineering and Architecture,Central South University,Changsha 410075;2.Library,Central South University,Changsha 410075);Study on Optimization of AprioriTid Algorithm for Mining Association Rules[J];Computer Engineering;2006-05
6 DAI Xiao-ting(1.Department of Economic and Management,Fujian University of Technology,Fuzhou 350108,China;2.College of Economics and Management,Fujian Agriculture and Forestry University,Fuzhou 350002,China);Improvement in Apriori Algorithm and Application in Data Mining of Power System[J];Journal of Shenyang Ligong University;2010-01
7 ZHANG Li-fang, LU Xin-jian(College of Information Science and Engineering, Nanjing University of Technology, Nanjing 210009, China);Application research of Apriori algorithm in process of industrial quality control[J];Computer Engineering and Design;2009-13
8 DUAN Ming-xiu(College of Mathematics and Computer Science,Jishou University,Jishou 416000,China);An Improved Apriori Algorithm for Association Rule Mining[J];Journal of Shenyang Normal University(Natural Science Edition);2008-04
9 HE Hong~(1,2),XIAO Jian-hua~2,XIAO Wei-ping~2(1.Institute of Information Engineering,Xiangtan University,Xiangtan,Hunan 411105;2.Hunan Institute of Engineering,Xiangtan,Hunan 411101);Algorithm for Mining Frequent Itemsets Based on Arrary[J];Journal of Shaoyang University(Natural Science);2005-04
10 ZHAO Chun-ling,NING Hong-yun(School of Computer Science and Technology,Tianjin University of Technology,Tianjin 300191,China);Improvement in Apriori algorithm and using in logistics information mining[J];Journal of Tianjin University of Technology;2007-01
China Proceedings of conference Full-text Database 1 Hits
1 Yang Zhen Li Yebai Ji Zhibing Chang Yifan (College of Information Engineering,North China University of Technology,Beijing,100041);Data Analysis Applications in Sales[A];[C];2008
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 ZHENG Binet al(Fujian Institute of Economics Management,Fuzhou,Fujian 350002);Elementary Discussion on the Application of Data from Agro-product Market[J];Journal of Anhui Agricultural Sciences;2008-18
2 WANG Xiao-yan,HU Hong-zhi(School of Computer Science,AHUT,Ma'anshan 243002,Anhui,China);The Application of the Data Mining Technology in Computer Cultural Foundation Teaching[J];Journal of Anhui University of Technology(Social Sciences);2008-04
3 JIANG Hong-yan(Computer Center,Anshan Normal University,Anshan Liaoning 114007,China);The Application of Apriori Association Algorithm in Student's Result[J];Journal of Anshan Normal University;2007-02
4 XU Ming jie 1,2 , ZHAO Yong jiang 1 (1. Institute of Geography, Henan Academy of Science, Zhengzhou 450052, China; 2. Institute of Surveying and Mapping, Information Engineering University, Zhengzhou 450052,China);Research on Spatial Data Mining[J];Journal of Aayang Teachers College;2002-02
5 WANG Guan, SI Jian-hui, YANG Chang-feng (College of Computer Science, Beijing University of Technology, Beijing 100022, China);Research of Data Mining System[J];Journal of Beijing Polytechnic University;2005-04
6 WANG Wen-qing, QIAO Xue-feng (School of Mechanical and Vehicular Engineering, Beijing Institute of Technology, Beijing100081, China);Mining of Multiple Arrangements Association Rules with Tense Restrictions[J];Journal of Beijing Institute of Technology;2003-01
7 DONG Xiang-jun~(1,2),WANG Shu-jing~3,SONG Han-tao~1,LU Yu-chang~4(1.Department of Computer Science and Engineering, School of Information Science and Technology, Beijing Institute of Technology, Beijing100081, China; 2.Department of Computer Science and Technology, Shandong Institute of Light Industry, Ji'nan, Shandong250100, China; 3.Accounting Center of China Aviation, Beijing100028, China; jing100084, China);Study on Negative Association Rules[J];Journal of Beijing Institute of Technology;2004-11
8 Liu Zuzhi(Shenzhen Library,Shenzhen,518027);Study Actuality of MyLibrary in Our Country[J];Library and Information;2006-02
9 LIU Wen-chang(Economic Management Institute,Liaoning Project Institute,Jinzou 121001,China);An application of Apriori algorithm to the customer relation's management[J];Journal of Changchun University;2005-04
10 WANG Yanchun~1,GUO Xiaoli~1,CHEN Hong~2,GAO Long~3(1.Changchun University of Science and Technology,Changchun 130022;2.Hebei Normal University of Science and Technology,Qinhuangdao 066004;3.Kiamusze Netcom of Heilongjiang Province Kiamusze 154007);Teaching Evaluating System Study Based on Data Mining[J];;2006-04
China Proceedings of conference Full-text Database 1 Hits
1 Kun Qin, Deyi Li, Xiaolei Hu, Maoyun Qin, Jixing Yan ( School of Remote Sensing Information Engineering, Wuhan University, Wuhan 430079, China) ( China Institute of Electronic System Engineering, Beijing 100840, China);Research on Weather Data Mining Based on Complex Network[A];[C];2006
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 HUANG Guang-ming(Liuzhou Vocational and Technical College,Liuzhou,Guangxi 545006);Application of Apriori Algorithm in Analysis of Agricultural Disease and Insect Pest[J];Journal of Anhui Agricultural Sciences;2009-13
2 Mei Dongxia1,2 Zhang Xiaoming2(1 College of Information,Beijing University of Chemical Technology,Beijing 100029;2 Department of Automation,Beijing Institute of Petro-chemical Technology,Beijing 102617);An Improved AprioriTid Optimization Algorithm[J];Journal of Beijing Institute of Petro-Chemical Technology;2007-02
3 ZHANG Yi-chi1,ZHU Qiao-ming2(1.Wenzheng School,Suzhou University,Suzhou 215104,China; 2.School of Computer Science and Technology,Suzhou University,Suzhou 215006,China);Improved Association Rule Algorithm and Its Application[J];Journal of Changshu Institute of Technology;2007-08
4 ZHOU Bei(School of Computer Science and Engineering,Changshu Institute of Technology,Changshu 215500,China);An Improved Apriori Algorithm and Its Applications[J];Journal of Changshu Institute of Technology;2010-08
5 ReasoningLIU Hong-yu,QIAO Li-hong(Department of Industrial and Manufacturing System Engineering,Beihang University,Beijing 100083,China);Research on Project Management Decision Support System Based on Case-based[J];Group Technology & Production Modernization;2008-01
6 HE Fen, WU Ye-fu(Wuhan University of Technology, Wuhan 430063, China);Application Research of an Improvement on Apriori Algorithm in Evaluating Teaching Quality[J];Computer Knowledge and Technology;2010-01
7 LV Ping-li1,2,DUAN Zi-ming3(1.Computer Science and Technology College of Mining and Technology,Xuzhou 221008,China;2.Xuhai College of China University of Mining and Technology,Xuzhou 221008,China;3.Science College of China University of Mining and Technology,Xuzhou 221008,China);Simple Description about Apriori Algorithm[J];Computer Knowledge and Technology;2011-04
8 DAI Yong-jun1,2,ZHANG Min1,2(1.Anhui Electronic Restricting Technique Key Laboratory,Hefei 230037,China; 2.Electronic Engineering Institute,Hefei 230037,China);Improved Frequent Pattern Mining Algorithm Based on Apriori[J];Electronic Information Warfare Technology;2009-06
9 HE Hong1,XIAO Wei-ping1,GUO Xiao-jie2(1.Dept.of Computer Science,Hunan Institute of Engineering,Xiangtan 411104,China;2.Class 0401 of Communication,Computer Science Dept.,Hunan Institute of Engineering,Xiangtan 411104,China);Association Rule Mining Algorithms of Rare Matrix[J];Journal of Hunan Institute of Engineering(Natural Science Edition);2007-01
10 WANG Ming(School of Management,China University of Mining and Technology,Xuzhou 22116,China);Research on Association Rules of SQL Server 2008 R2[J];Computer Knowledge and Technology;2011-16
China Proceedings of conference Full-text Database 2 Hits
1 Yang Liu School of Resource and Environmental Science Wuhan University Wuhan, ChinaShiyi Zhang School of Resource and Environmental Science Wuhan University Wuhan, China;A New KDD Method Based On Hypergraph Clustering Model For Farmland Evaluation[A];[C];2010
2 LUO XianWen,WANG WeiQing (Information Management Department,Southwest University,Rongchang Campus,Chongqing 402460,China);Improved Algorithms Research for Association Rule Based on Matrix[A];[C];2010
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