A distributed evolutionary based instance selection algorithm for big data using Apache Spark

Instance selection is an important preprocessing technology in data mining and machine learning. In this paper, we proposed a novel evolutionary based instance selection algorithm for big data. First, we defined a coarse granularity chromosome structure to reduce the size of search space and costs o...

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Bibliographic Details

Published in:	Applied soft computing Vol. 159; p. 111638
Main Authors:	Qin, Liyang, Wang, Xiaoli, Yin, Linzi, Jiang, Zhaohui
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.07.2024
Subjects:	Apache Spark Big Data Evolutionary algorithm Instance selection Big Data Instance selection Evolutionary algorithm Apache Spark
ISSN:	1568-4946, 1872-9681
Online Access:	Get full text
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