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Interaction-based feature selection and classification for high-dimensional biological data

by: Haitian Wang, Shaw-Hwa Lo, Tian Zheng, Inchi Hu
Bioinformatics, Vol. 28, No. 21. (01 November 2012), pp. 2834-2842, doi:10.1093/bioinformatics/bts531  Key: citeulike:11192398

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Abstract

Motivation: Epistasis or gene–gene interaction has gained increasing attention in studies of complex diseases. Its presence as an ubiquitous component of genetic architecture of common human diseases has been contemplated. However, the detection of gene–gene interaction is difficult due to combinatorial explosion.


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