A Sampling Algorithm for Mining Association Rules in Distributed Database

机译：分布式数据库中的挖掘关联规则采样算法

获取原文

页面导航

摘要
著录项
相似文献
相关主题

摘要

This paper introduces SMA, a sampling algorithm for mining association rules in distributed database. SMA adopts two-way sampling technique in every website and amalgamates those local samples into a sampling dataset. In an empirical study, SMA was able to accelerate the speed and improve the accuracy of mining association rules in distributed database.

机译：本文介绍了SMA，分布式数据库中的挖掘关联规则采样算法。 SMA采用双向采样技术在每个网站上，并将那些本地样本合并到采样数据集中。在一个实证研究中，SMA能够加速分布式数据库中采矿关联规则的速度和提高矿业关联规则的准确性。

著录项

来源
《International Workshop on Database Technology and Applications》|2009年||共4页
会议地点
作者

展开▼
作者单位

展开▼
会议组织
原文格式 PDF
正文语种
中图分类 TP311.13-53;
关键词
data mining; distributed databases; sampling methods; SMA; association rules mining; distributed database; sampling algorithm; association rules; sampling;

机译：数据挖掘;分布式数据库;采样方法;SMA;协会规则挖掘;分布式数据库;采样算法;关联规则;采样;

相似文献

外文文献
中文文献
专利

1. Fast and Secure Association Rule Mining on Distributed Databases Using FDM and RSA Algorithms [J] . J. Sumithra Devi, M. Ramakrishnan Journal of Engineering & Applied Sciences . 2018,第17期

机译：使用FDM和RSA算法在分布式数据库上进行快速和安全的关联规则挖掘
2. An Efficient Approach of Association Rule Mining on Distributed Database Algorithm [J] . Baocang Wang Journal of Computational Intelligence in Bioinformatics . 2019,第1期

机译：分布式数据库算法关联规则挖掘的有效方法
3. An Optimized Distributed Association Rule Mining Algorithm in Parallel and Distributed Data Mining with XML Data for Improved Response Time [J] . Sujni Paul International Journal of Computer Science & Information Technology (IJCSIT) . 2010,第2期

机译：XML数据并行和分布式数据挖掘中的优化分布式关联规则挖掘算法，可提高响应时间
4. A Sampling Algorithm for Mining Association Rules in Distributed Database [C] . International Workshop on Database Technology and Applications . 2009

机译：分布式数据库中的挖掘关联规则采样算法
5. Efficient sequential and parallel algorithms for mining association rules in text databases [D] . Holt, John D. 2003

机译：用于挖掘文本数据库中关联规则的高效顺序和并行算法
6. Mining association rules with multiple minimum supports: a new mining algorithm and a support tuning mechanism [O] . Ya-Han Hu, Yen-Liang Chen -1

机译：具有多个最小支持的挖掘关联规则：新的挖掘算法和支持调整机制
7. Enhancing association rules algorithms for mining distributed databases. Integration of fast BitTable and multi-agent association rules mining in distributed medical databases for decision support. [O] . Abdo Walid Adly Atteya 2012

机译：增强用于挖掘分布式数据库的关联规则算法。快速BitTable和多代理关联规则挖掘在分布式医疗数据库中的集成，以提供决策支持。
8. Constraint Satisfaction Neural Network Approach for Data Mining Classification and Association Rules in Breast Cancer Databases [R] . Tourassi, G. D. 2003

机译：基于约束满足神经网络的乳腺癌数据挖掘分类与关联规则

A Sampling Algorithm for Mining Association Rules in Distributed Database

摘要

著录项

相似文献

相关主题

期刊订阅