An Improved Algorithm of Association Rules in Telecommunication Network Alarm

ZHU Yongxuan XU Qianfang GUO Jun

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An Improved Algorithm of Association Rules in Telecommunication Network Alarm

更新时间：2026-07-10

- An Improved Algorithm of Association Rules in Telecommunication Network Alarm
- Issue 2, Pages: 71-74(2006)
- 作者机构：
  
  1. 北京邮电大学信息工程学院
  2. 北京邮电大学信息工程学院,北京,100876
- 作者简介：
- 基金信息：
- DOI：
  CLC： TN915.01
- Published：2006
- 稿件说明：
移动端阅览
[1]朱永宣,徐前方,郭军.一种电信告警关联规则的改进算法[J].现代传输,2006(02):71-74.

ZHU Yongxuan XU Qianfang GUO Jun. An Improved Algorithm of Association Rules in Telecommunication Network Alarm[J]. 2006, (2): 71-74.
[1]朱永宣,徐前方,郭军.一种电信告警关联规则的改进算法[J].现代传输,2006(02):71-74. DOI：

ZHU Yongxuan XU Qianfang GUO Jun. An Improved Algorithm of Association Rules in Telecommunication Network Alarm[J]. 2006, (2): 71-74. DOI：

摘要

本文提出了一种基于矩阵运算挖掘告警关联规则的算法。该方法解决了以往 WINEPI 算法中需要多次扫描数据库的问题

其思路是首先将告警数据库转化为告警关联矩阵

然后对矩阵进行运算

得到告警间的关联规则。实验证明

该方法的执行效率与 WINEPI 相比有明显提高。

Abstract

In this paper

an algorithm of association rules based on matrix is introduces.Compared with the WINEPI algorithm

which visiting database for many times

the algorithm first converts the alarm database into matrix

and then calculate the matrix to get the association rules.Experimental results show the effectiveness of the algorithm.

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Keywords

references

Discovery of Frequent Episodes in Event Sequences [J] . Heikki Mannila,Hannu Toivonen,A. Inkeri Verkamo. Data Mining and Knowledge Discovery . 1997 (3)

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