A flexible ensemble regression model of extreme learning machine for missing value imputation of DNA microarray data

Missing value imputation (MVI) is important for DNA microarray data analysis because microarray data with missing values would significantly degrade the performance of the downstream analysis. Although there have been lots of MVI algorithms for dealing with the missing DNA microarray data, we note t...

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Bibliographic Details
Main Authors: Pan Xiuwei, Dong Wenlu, Yu Hualong
Format: Article
Language:English
Published: EDP Sciences 2023-01-01
Series:SHS Web of Conferences
Online Access:https://www.shs-conferences.org/articles/shsconf/pdf/2023/15/shsconf_eimm2023_01077.pdf