A Review on Up-growth algorithm using Association Rule mining

被引:0
|
作者
Patil, Ashwini [1 ]
Gupta, Poonam [1 ]
机构
[1] GH Raisoni Coll Engn & Management, Dept Comp Engn, Pune, Maharashtra, India
关键词
Association rule mining (ARM); data access; data structure; index compression; up-growth algorithm;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Association rule mining plays important role in the field of data mining. Association rule mining is a technique that helps to prepare the way to improve the mining technique. In association rule mining different types of approaches and algorithms have been designed but it is very important to know which approach is best and suitable for association rule. So In this paper, we introduce new algorithm known as Up-growth which has the ability to mine the high dimensional data in less time complexity.
引用
收藏
页码:96 / 99
页数:4
相关论文
共 50 条
  • [1] A Novel Association Rule Mining Using Genetic Algorithm
    Grami, Maziyar
    Gheibi, Reza
    Rahimi, Fakhereh
    2016 EIGHTH INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE TECHNOLOGY (IKT), 2016, : 200 - 204
  • [2] Association Rule Mining using a Bacterial Colony Algorithm
    da Cunha, Danilo S.
    Xavier, Rafael S.
    Ferrari, Daniel G.
    de Castro, Leandro N.
    2015 LATIN AMERICA CONGRESS ON COMPUTATIONAL INTELLIGENCE (LA-CCI), 2015,
  • [3] Research on the FP Growth Algorithm about Association Rule Mining
    Zhang, Wei
    Liao, Hongzhi
    Zhao, Na
    ISBIM: 2008 INTERNATIONAL SEMINAR ON BUSINESS AND INFORMATION MANAGEMENT, VOL 1, 2009, : 315 - 318
  • [4] Association Rule Mining using FP-Growth Algorithm to Prevent Maverick Buying
    Isa, Norulhidayah
    Neddy, Siti Khadijah
    Mohamed, Norizan
    11TH IEEE SYMPOSIUM ON COMPUTER APPLICATIONS & INDUSTRIAL ELECTRONICS (ISCAIE 2021), 2021, : 77 - 81
  • [5] Implementation of coherent rule mining algorithm for association rule mining
    Davale, Aditya A.
    Shende, Shailendra W.
    2015 1ST INTERNATIONAL CONFERENCE ON FUTURISTIC TRENDS ON COMPUTATIONAL ANALYSIS AND KNOWLEDGE MANAGEMENT (ABLAZE), 2015, : 538 - 541
  • [6] The rule Extraction of Numerical Association Rule Mining Using Hybrid Evolutionary Algorithm
    Tahyudin, Imam
    Nambo, Hidetaka
    2017 4TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, COMPUTER SCIENCE AND INFORMATICS (EECSI), 2017, : 696 - 701
  • [7] Mining Frequent Itemsets in Association Rule Mining Using Improved SETM Algorithm
    Hanirex, D. Kerana
    Kaliyamurthie, K. P.
    ARTIFICIAL INTELLIGENCE AND EVOLUTIONARY COMPUTATIONS IN ENGINEERING SYSTEMS, ICAIECES 2015, 2016, 394 : 765 - 773
  • [8] Detection of Attacks for IDS using Association Rule Mining Algorithm
    Devaraju, S.
    Ramakrishnan, S.
    IETE JOURNAL OF RESEARCH, 2015, 61 (06) : 624 - 633
  • [9] An optimized algorithm for association rule mining using FP tree
    Narvekar, Meera
    Syed, Shafaque Fatma
    INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING TECHNOLOGIES AND APPLICATIONS (ICACTA), 2015, 45 : 101 - 110
  • [10] An New Algorithm of Association Rule Mining
    Gao, Jun
    2008 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY, VOLS 1 AND 2, PROCEEDINGS, 2008, : 680 - 684