Protein Sub-Nuclear Localization Based on Effective Fusion Representations and Dimension Reduction Algorithm LDA

Protein Sub-Nuclear Localization Based on Effective Fusion Representations and Dimension Reduction Algorithm LDA

An effective representation of a protein sequence plays a crucial role in protein sub-nuclear localization. The existing representations, such as dipeptide composition (DipC), pseudo-amino acid composition (PseAAC) and position specific scoring matrix (PSSM), are insufficient to represent protein se...

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Bibliographic Details
Main Authors: Shunfang Wang, Shuhui Liu
Format: Article
Language:English
Published: MDPI AG 2015-12-01
Series:International Journal of Molecular Sciences
Subjects:
protein sub-nuclear localization
DipPSSM
PseAAPSSM
linear discriminant analysis
KNN classifier
Online Access:http://www.mdpi.com/1422-0067/16/12/26237

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