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An Evolutionary Missing Data Imputation Method for Pattern Classification

Published • Jul 10, 2015
NobleIDNI1P05W60R88S31
Authors:
Fábio M. F. Lobato
,
Vincent Tadaiesky
,
Igor Araújo

Abstract

Data analysis plays an important role in our Information Era; however, most of statistical and machine learning algorithms were not developed to tackle the ubiquitous issue of missing values. In pattern classification, several strategies have been proposed to handle this problem, where missing data ...

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