An Optimization Algorithm for Missing Value Imputation in Microarray Based on Integrated Information
Published in Frontiers in artificial intelligence and applications • Jan 1, 2019
Authors:,,
Feng Liu
Yiding Zhang
Zeming Liu
Abstract
The technology of DNA microarray enables researchers to obtain thousands of gene expression data simultaneously, but for biological and technical reasons, inevitable missing values exist. We developed an optimization algorithm that preselects imputation candidates based on numerical features and bio...
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