AnyOut: anytime outlier detection on streaming data

DASFAA, pp.228-242, (2012)

Cited by: 77|Views155
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Abstract

With the increase of sensor and monitoring applications, data mining on streaming data is receiving increasing research attention. As data is continuously generated, mining algorithms need to be able to analyze the data in a one-pass fashion. In many applications the rate at which the data objects arrive varies greatly. This has led to an...More

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