Paper Title:
Grid-Based Platform for Mining Association Rules
  Abstract

distributed data mining is widely used in industrial and commercial applications to analyze large datasets maintained over geographically distributed sites. This paper discusses the disadvantages of existing distributed data mining systems, and puts forward a distributed data mining platform based grid computing. The experiments done on a data set showed that the proposed approach produces meaningful results and has reasonable efficiency and effectiveness providing a trade-off between runtime and rule interestingness.

  Info
Periodical
Edited by
Shengyi Li, Yingchun Liu, Rongbo Zhu, Hongguang Li, Wensi Ding
Pages
1961-1965
DOI
10.4028/www.scientific.net/AMM.34-35.1961
Citation
Y. Q. Chang, G. P. Hou, H. Y. Deng, "Grid-Based Platform for Mining Association Rules", Applied Mechanics and Materials, Vols. 34-35, pp. 1961-1965, 2010
Online since
October 2010
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Wang Lan Tian
Abstract:Fuzzy neural network, which can deal with complex data and prediction process that other algorithms can not accomplish, has become a focus in...
930
Authors: Zhong Ping Zhang, Yong Xin Liang
Abstract:This paper proposes a new data stream outlier detection algorithm SODRNN based on reverse nearest neighbors. We deal with the sliding window...
1032
Authors: Shan Chen
Abstract:In this paper, data mining algorithms have been refined and optimized to achieve the intelligent detection of network data. Winsock2 SPI used...
2248
Authors: Shu Fang Zhao, Li Chao Chen
Chapter 3: Sensor, Test and Signal Processing
Abstract:Data mining is the process of abstracting unaware, potential and useful information and knowledge from plentiful, incomplete, noisy, fuzzy...
731
Authors: Cui Fang Zheng, Long Jiang, Li Qing Jiang, Zhi Jie Wu
Chapter 5: Information Processing and Computational Science
Abstract:Data mining techniques give us a feasible method to deal with great amount of data, which is generated during the software developing. Many...
738