Wrapper-based gene selection with Markov blanket

Comp. in Bio. and Med., Volume 81, Issue C, 2017, Pages 11-23.

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Keywords:
Gene selectionMarkov blanketMicroarray dataSymmetric uncertaintyWrapper methods

Abstract:

Gene selection seeks to find a small subset of discriminant genes from the gene expression profiles. Current gene selection methods such as wrapper-based models mainly address the issue of obtaining high-quality gene subsets. However, they are considerably time consuming, due to the existence of irrelevant and redundant genes. In this stu...More

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