| 离群数据之间模式相似性的分布式挖掘 |
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| 引用本文： | 唐锐. 离群数据之间模式相似性的分布式挖掘[J]. 计算机工程与应用, 2007, 43(9): 174-175,230 |
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| 作者姓名： | 唐锐 |
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| 作者单位： | 南京师范大学,数学与计算机科学学院,南京,210097 |
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| 摘 要： | 提出了分布式系统中各站点离群数据之间模式相似性挖掘算法,该算法首先利用基于距离的离群数据挖掘算法挖掘各自站点的离群数据,然后计算离群数据的知识集,最后依据各站点知识集的分布情况来判断离群数据之间的类别相似性和行为相似性。
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| 关 键 词： | 离群数据挖掘 分布式挖掘 离群数据的模式相似性 |
| 文章编号： | 1002-8331（2007）09-0174-02 |
| 修稿时间： | 2006-08-01 |
Distributed mining of similarities of outlier patterns |
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| TANG Rui. Distributed mining of similarities of outlier patterns[J]. Computer Engineering and Applications, 2007, 43(9): 174-175,230 |
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| Authors: | TANG Rui |
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| Affiliation: | School of Mathematics and Computer Science,Nanjing Normal University,Nanjing 210097,China |
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| Abstract: | This paper presents an algorithm for mining the pattern similarities of outliers of sites in distributed systems.Firstly, outliers in all sites are found by the distance-based algorithm.Then knowledge sets of outliers in all sites are mined.Finally,the pattern similarities of outliers are discovered with the help of categorical and behavioral similarities of outliers of all sites. |
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| Keywords: | outliered mining distributed mining pattern similarity of outliers |
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