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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Veröffentlicht in:	IEEE transactions on parallel and distributed systems Jg. 27; H. 11; S. 3256 - 3268
Hauptverfasser:	Angiulli, Fabrizio, Basta, Stefano, Lodi, Stefano, Sartori, Claudio
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.11.2016 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	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
Online-Zugang:	Volltext
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