Discovering Higher-order SNP Interactions in High-dimensional Genomic Data

In this thesis, a multifactor dimensionality reduction based method on associative classification is employed to identify higher-order SNP interactions for enhancing the understanding of the genetic architecture of complex diseases. Further, this thesis explored the application of deep learning tech...

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Bibliographic Details
Main Author: Uppu, Suneetha
Format: Thesis
Published: Curtin University 2018
Online Access:http://hdl.handle.net/20.500.11937/77025