Adaptive Genetic Algorithm with Exploration-Exploitation Tradeoff for Preprocessing Microarray Datasets

摘要

Background: Microarray gene expression datasets contain huge volume of gene data to be used for cancer analysis but often suffer from "curse of dimensionality" and "missing values". They prevent analysts from extracting right knowledge and often results in instable results.