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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Bibliographic Details

Published in:	IEEE transactions on parallel and distributed systems Vol. 27; no. 11; pp. 3256 - 3268
Main Authors:	Angiulli, Fabrizio, Basta, Stefano, Lodi, Stefano, Sartori, Claudio
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.11.2016 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	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 Access:	Get full text
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