Parallel implementation of association rule in Data Mining

被引:0
|
作者
Einakian, Sussan [1 ]
Ghanbari, M. [1 ]
机构
[1] Univ Alabama, Huntsville, AL 35899 USA
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper discusses parallel Data Mining architecture for large volume of data which eventually scanning billions of rows of data per record. Here we compare the different parallel algorithms for Association Rule Mining and discuss the advantages and disadvantages of each method. We also compare the computational time of serial and parallel algorithms for Association Rule Mining.
引用
收藏
页码:21 / 26
页数:6
相关论文
共 50 条
  • [21] The Optimization of Association Rule Algorithm in Data Mining
    Fan, Yang
    [J]. ADVANCED DEVELOPMENT IN AUTOMATION, MATERIALS AND MANUFACTURING, 2014, 624 : 549 - 552
  • [22] An efficient association rule mining for XML data
    Khaing, Myint Myint
    Thein, Nilar
    [J]. 2006 SICE-ICASE INTERNATIONAL JOINT CONFERENCE, VOLS 1-13, 2006, : 2843 - +
  • [23] Strategies for partitioning data in association rule mining
    Ahmed, S
    Coenen, R
    Leng, P
    [J]. RESEARCH AND DEVELOPMENT IN INTELLIGENT SYSTEMS XX, 2004, : 127 - 139
  • [24] Association Rule Data Mining in Agriculture - A Review
    Vignesh, N.
    Vinutha, D. C.
    [J]. COMPUTATIONAL VISION AND BIO-INSPIRED COMPUTING, 2020, 1108 : 233 - 239
  • [25] Data squashing as preprocessing in association rule mining
    Fister, Iztok
    Fister, Iztok, Jr.
    Novak, Damijan
    Verber, Domen
    [J]. 2022 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), 2022, : 1720 - 1725
  • [26] Association rule selection in a data mining environment
    Klemettinen, M
    Mannila, H
    Verkamo, AI
    [J]. PRINCIPLES OF DATA MINING AND KNOWLEDGE DISCOVERY, 1999, 1704 : 372 - 377
  • [27] Operating Optimization of Steam Turbine Unit Based on Big Data Parallel Association Rule Mining
    Lin, Jinxing
    Lu, Mingjie
    Jiang, Yongjiang
    Fu, Rong
    Peng, Xianyong
    Wu, Edmond Q. Q.
    [J]. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2023, 21 (03) : 1 - 11
  • [28] Parallel Evolutionary Association Rule Mining for Efficient Summarization of Wireless Sensor Network Data Pattern
    Wedashwara, Wirarama
    Mabu, Shingo
    Ahmadi, Candra
    [J]. 2017 5TH INTERNATIONAL CONFERENCE ON CYBER AND IT SERVICE MANAGEMENT (CITSM 2017), 2017, : 55 - 60
  • [29] Bitwise Parallel Association Rule Mining for Web Page Recommendation
    Leung, Carson K.
    Jiang, Fan
    Pazdor, Adam G. M.
    [J]. 2017 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE (WI 2017), 2017, : 662 - 669
  • [30] Parallel Privacy Preserving Association rule mining on pc Clusters
    Ramaiah, B. Janaki
    Reddy, A. Rama Mohan
    Kumari, M. Kamala
    [J]. 2009 IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE, VOLS 1-3, 2009, : 1538 - +