An Improved Process for Generating Uniform PSSMs and Its Application in Protein Subcellular Localization via Various Global Dimension Reduction Techniques

This paper proposes an improved protein feature expression called segmented amino acid composition in position-specific scoring matrix (PSSM-SAA) in the field of subcellular localization prediction. Since there has been sufficient local information in the PSSM-SAA vector with high dimensionality, fo...

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Bibliographic Details
Main Authors: Shunfang Wang, Wenjia Li, Yu Fei, Zicheng Cao, Dongshu Xu, Huanyu Guo
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8675739/