The Algorithm of Mining Association Rules based on the Derivative of the Graph Model of the Datasets

被引：0

作者：

Valerievich, Bakulev Aleksandr ^{[1
]}

Alekseevna, Bakuleva Marina ^{[1
]}

机构：

[1] Ryazan State Radio Engn Univ RSREU, Ryazan, Russia

来源：

2018 7TH MEDITERRANEAN CONFERENCE ON EMBEDDED COMPUTING (MECO) | 2018年

关键词：

data mining; association rules; derivative of the modeling graph; weight of the derivative; confidence of the association rule; support association rule;

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

This article devote to mining association rules. We are given a large dataset from the database of hospital. Each transaction consists of health examination result of patients. We developed an efficient algorithm that generates association rules between items in the database. The algorithm based on the modeling graph (mograph) of analyzed set and differentiation one. We also present results of applying this algorithm which shows the effectiveness of the algorithm.

引用

页码：195 / 198

页数：4

共 50 条

[1] An Effective Algorithm Based on Association Graph and Matrix for Mining Association Rules
Pan, Haiwei
Tan, Xiaolei
Han, Qilong
Yin, Guisheng
[J]. 2010 2ND INTERNATIONAL WORKSHOP ON DATABASE TECHNOLOGY AND APPLICATIONS PROCEEDINGS (DBTA), 2010,
[2] A Genetic Algorithm Based Multilevel Association Rules Mining for Big Datasets
Xu, Yang
Zeng, Mingming
Liu, Quanhui
Wang, Xiaofeng
[J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2014, 2014
[3] An Improved Algorithm for Mining Association Rules Based on Partitioned and Compressed Association Graph
Jiang, Hao
He, Yabo
Wan, Wei
[J]. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY (CSAIT 2013), 2014, 255 : 655 - 662
[4] Graph-Clustering Association Rules Mining Algorithm
Al-Badarneh, Amer
Sakran, Jamal
[J]. BUSINESS TRANSFORMATION THROUGH INNOVATION AND KNOWLEDGE MANAGEMENT: AN ACADEMIC PERSPECTIVE, VOLS 3 AND 4, 2010, : 1950 - 1963
[5] Graph-base algorithm for mining association rules
Cai, Zhi-Hua
Lu, Wei-Xian
Yan, Xue-Song
[J]. Xiaoxing Weixing Jisuanji Xitong/Mini-Micro Systems, 2002, 23 (04):
[6] 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
[7] Secure Mining of Association Rules in Distributed Datasets
Han, Qilong
Lu, Dan
Zhang, Kejia
Song, Hongtao
Zhang, Haitao
[J]. IEEE ACCESS, 2019, 7 : 155325 - 155334
[8] Mining Graph Pattern Association Rules
Wang, Xin
Xu, Yang
[J]. DATABASE AND EXPERT SYSTEMS APPLICATIONS (DEXA 2018), PT II, 2018, 11030 : 223 - 235
[9] The analysis on model of association rules mining based on concept lattice and Apriori algorithm
Hu, XG
Wang, DX
Liu, XP
Guo, J
Wang, H
[J]. PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2004, : 1620 - 1624
[10] Design of Intelligent Navigation System Model Based on Mining Algorithm of Association Rules
Yan Hui
Wu Daqin
[J]. 2012 INTERNATIONAL CONFERENCE ON INDUSTRIAL CONTROL AND ELECTRONICS ENGINEERING (ICICEE), 2012, : 1961 - 1964

← 1 2 3 4 5 →