An innovative algorithm for mining multilevel association rules

被引：0
|
作者：
Sankar, H. Ravi [1 ]
Naidu, M. M. [1 ]
机构：
[1] Cent Tobacco Res Inst, Rajahmundry, India
来源：
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications | 2007年
关键词：
data mining; association rules; multilevel association rules; database; algorithm;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we present a new algorithm for mining multilevel association rules which searches for interesting relationship among items in a given data set at multiple levels in an effective way. This algorithm group the items at data warehousing level for each branch of the decision tree and find the association between them which is effective on a large set of data items. It generates a smaller set of rules, with higher quality and lower redundancy in comparison with general approach of multilevel association rules.
引用
收藏
页码：307 / 310
页数：4
相关论文
共 50 条
  • [41] A novel algorithm of mining multidimensional association rules
    Xu, WanXin
    Wang, RuJing
    [J]. INTELLIGENT CONTROL AND AUTOMATION, 2006, 344 : 771 - 777
  • [42] A New Parallel Algorithm for Mining Association Rules
    丁艳辉
    王洪国
    高明
    谷建军
    [J]. Journal of Donghua University(English Edition), 2006, (06) : 76 - 79
  • [43] Association Rules Mining Algorithm based on Matrix
    Ma, Lei
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ADVANCES IN MECHANICAL ENGINEERING AND INDUSTRIAL INFORMATICS, 2015, 15 : 974 - 980
  • [44] An efficient algorithm for incremental mining of association rules
    Chang, CC
    Li, YC
    Lee, JS
    [J]. 15TH INTERNATIONAL WORKSHOP ON RESEARCH ISSUES IN DATA ENGINEERING: STREAM DATA MINING AND APPLICATIONS, PROCEEDINGS, 2005, : 3 - 10
  • [45] An Improved Apriori Algorithm for Mining Association Rules
    Yuan, Xiuli
    [J]. ADVANCES IN MATERIALS, MACHINERY, ELECTRONICS I, 2017, 1820
  • [46] A new parallel algorithm for mining association rules
    Ding, Yan-Hui
    Gao, Ming
    Wang, Hong-Guo
    Gu, Jian-Jun
    [J]. Journal of Donghua University (English Edition), 2006, 23 (06) : 76 - 79
  • [47] A Novel Mining Algorithm for Negative Association Rules
    Yuan Ben-Gang
    Chen Li
    [J]. PROCEEDINGS OF THE 2009 WRI GLOBAL CONGRESS ON INTELLIGENT SYSTEMS, VOL II, 2009, : 553 - 556
  • [48] An Improved Apriori Algorithm for Association Rules of Mining
    Wei Yong-qing
    Yang Ren-hua
    Liu Pei-yu
    [J]. 2009 IEEE INTERNATIONAL SYMPOSIUM ON IT IN MEDICINE & EDUCATION, VOLS 1 AND 2, PROCEEDINGS, 2009, : 942 - +
  • [49] Mining Association Rules Using Fast Algorithm
    Anandhavalli, M.
    Jain, Sandip
    Chakraborti, Abhirup
    Roy, Nayanjyoti
    Ghose, M. K.
    [J]. 2010 IEEE 2ND INTERNATIONAL ADVANCE COMPUTING CONFERENCE, 2010, : 406 - 409
  • [50] A Fast Algorithm for Mining Association Rules in Image
    Wang ZuoCheng
    Xue Lixia
    [J]. 2014 5TH IEEE INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS), 2014, : 513 - 516
12345