Using machine learning for decoy discrimination in protein tertiary structure prediction

In this thesis, the novelty of using machine learning to identify the low-RMSD structures in decoy discrimination in protein tertiary structure prediction is investigated. More specifically, neural networks are used to learn to recognize low-RMSD structures, using native protein structures as positi...

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Bibliographic Details
Main Author: Tan, C. W.
Published: University College London (University of London) 2006
Subjects:
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.644400