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关联规则的一种定量分析方法
A quantitative method to analyse association rules
【摘要】 通过引入“结构化规则涵盖集”的概念,运用定量方法来评价对实际工作有用的规则。这样用户不再面对大量繁杂的关联规则,就能直接获取有效指导实践的规则集合。
【Abstract】 We propose a novel technique to overcome this problem. The technique firstly introduces the new concept structure rule cover, and then present a quantitative method to prune redundant correlation patterns. The user can now obtain a complete picture of the domain without being overwhelmed by a huge number of rules.
【关键词】 告警关联;
结构化规则涵盖集;
关联规则;
最小支持度;
最小可信度;
【Key words】 alarm correlation; structural rule cover; correlation rule; minimum support; minimum confidence 1;
【Key words】 alarm correlation; structural rule cover; correlation rule; minimum support; minimum confidence 1;
【基金】 国家自然科学基金资助项目(79970070)
- 【文献出处】 通信学报 ,Journal of China Institute of Communications , 编辑部邮箱 ,2003年03期
- 【分类号】TP311.13
- 【被引频次】5
- 【下载频次】119