Parallel mining association rules with bit string array and its application in power system

被引：0

作者：

Yan, G ^{[1
]}

Meng, XP ^{[1
]}

Wen, Z ^{[1
]}

Lei, F ^{[1
]}

Jin, Q ^{[1
]}

机构：

[1] Changchun Inst Technol, Dept Elect Engn, Changchun 130012, Jilin, Peoples R China

来源：

International Conference on Computing, Communications and Control Technologies, Vol 2, Proceedings | 2004年

关键词：

association rule mining; bit string array; parallel mining association rules with bit string array (PMAR); load forecasting;

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：

Association rule mining is one of the important data mining tasks. To improve efficiency, association rules can be mined in parallel. In this paper, we introduced a kind of new mining algorithm, which is called parallel mining association rules with bit string array (PMAR). It conducts various operations on bit string array according to the frequency of frequent items. By this way, we can deal with data effectively and reliably. Its application in power system is also presented to forecast electric load.

引用

下载

页码：45 / 48

页数：4

共 50 条

[11] A New Parallel Algorithm for Mining Association Rules
丁艳辉
王洪国
高明
谷建军
Journal of Donghua University(English Edition), 2006, (06) : 76 - 79
[12] Scalable parallel data mining for association rules
Han, EH
Karypis, G
Kumar, V
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2000, 12 (03) : 337 - 352
[13] New parallel algorithm for mining association rules
School of Information Science and Engineering, Shandong Normal University, Jinan 250014, China
J. Donghua Univ., 2006, 6 (76-79):
[14] Parallel Association Rules Mining on GPU: CUDA
Bai, H. T.
Sun, J. G.
He, L. L.
ITESS: 2008 PROCEEDINGS OF INFORMATION TECHNOLOGY AND ENVIRONMENTAL SYSTEM SCIENCES, PT 1, 2008, : 142 - 148
[15] A new parallel algorithm for mining association rules
Ding, Yan-Hui
Gao, Ming
Wang, Hong-Guo
Gu, Jian-Jun
Journal of Donghua University (English Edition), 2006, 23 (06) : 76 - 79
[16] Parallel algorithm for mining fuzzy association rules
Xu, BW
Lu, JJ
Zhang, YZ
Xu, L
Chen, HW
Yang, HJ
2003 INTERNATIONAL CONFERENCE ON CYBERWORLDS, PROCEEDINGS, 2003, : 288 - 293
[17] Application of association rules mining in power demand-side management
Li, Yun-Yan
PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 1152 - 1155
[18] Mining association rules from relations on a parallel NCR teradata database system
Chung, SM
Mangamuri, M
ITCC 2004: INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: CODING AND COMPUTING, VOL 1, PROCEEDINGS, 2004, : 465 - 470
[19] Concept partition based on cloud and its application to mining association rules
Du, Y.
Li, D.Y.
Ruan Jian Xue Bao/Journal of Software, 2001, 12 (02): : 196 - 203
[20] RESEARCH ON AN IMPROVED ASSOCIATION RULES DATA MINING ALGORITHM AND ITS APPLICATION
Cheng Ping-guang
Chen Yu
Yi Xia
PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER THEORY AND ENGINEERING (ICACTE 2009), VOLS 1 AND 2, 2009, : 1211 - 1219

← 1 2 3 4 5 →