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OALib Journal期刊
ISSN: 2333-9721
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Research on outlier mining
离群点挖掘研究

Keywords: outlier,data mining,local outlier,high-dimensional data,data stream
离群点
,数据挖掘,局部离群点,高维数据,数据流

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Abstract:

The problem of outlier mining attracts more and more interests in research when the research fields of fraud detection, intrusion detection, fault diagnosis and so on receive wide attentions. This paper presented a survey for the research results of outlier mining at home and abroad, and based on this survey, introduced the research process of outlier mining in the areas of database. It also presented a summary of the current state of the art of these techniques, a discussion on future research topics, and the challenges of the outlier mining.

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