GPU Strategies for Distance-Based Outlier Detection

The process of discovering interesting patterns in large, possibly huge, data sets is referred to as data mining, and can be performed in several flavours, known as "data mining functions." Among these functions, outlier detection discovers observations which deviate substantially from the...

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Vydáno v:	IEEE transactions on parallel and distributed systems Ročník 27; číslo 11; s. 3256 - 3268
Hlavní autoři:	Angiulli, Fabrizio, Basta, Stefano, Lodi, Stefano, Sartori, Claudio
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 01.11.2016 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Algorithm design and analysis Algorithms Complexity theory Computer architecture Data mining Distance-based outliers Graphics processing units Indexes outlier detection parallel and distributed algorithms
ISSN:	1045-9219, 1558-2183
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