Article ID Journal Published Year Pages File Type
6371078 Journal of Theoretical Biology 2012 6 Pages PDF
Abstract
► Classification of proteins by estimating the residue correlation within the protein sequences. ► Each protein sequence is associated with its corresponding mutual information vector (MIV). ► These MIVs are given to Elman RNN. ► We also conclude that sequence structural and solvent accessible property based MIVs are better predictor.
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Related Topics
Life Sciences Agricultural and Biological Sciences Agricultural and Biological Sciences (General)
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Elman RNN based classification of proteins sequences on account of their mutual information
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