Distributed Strategies for Mining Outliers in Large Data Sets

We introduce a distributed method for detecting distance-based outliers in very large data sets. Our approach is based on the concept of outlier detection solving set [2], which is a small subset of the data set that can be also employed for predicting novel outliers. The method exploits parallel co...

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Vydáno v:	IEEE transactions on knowledge and data engineering Ročník 25; číslo 7; s. 1520 - 1532
Hlavní autoři:	Angiulli, F., Basta, S., Lodi, S., Sartori, C.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	IEEE 01.07.2013
Témata:	Arrays Data mining Decision support systems Distance-based outliers Distributed databases Nickel outlier detection parallel and distributed algorithms Upper bound
ISSN:	1041-4347
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