FEGS: a novel feature extraction model for protein sequences and its applications

FEGS: a novel feature extraction model for protein sequences and its applications

Background: Feature extraction of protein sequences is widely used in various research areas related to protein analysis, such as protein similarity analysis and prediction of protein functions or interactions. Results: In this study, we introduce FEGS (Feature Extraction based on Graphical and Stat...

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Bibliographic Details
Main Authors: Liu, J. (Author), Liu, X. (Author), Mu, Z. (Author), Wei, L. (Author), Yu, T. (Author), Zheng, H. (Author)
Format: Article
Language:English
Published: BioMed Central Ltd 2021
Subjects:
algorithm
Algorithms
amino acid
amino acid sequence
Amino Acid Sequence
Amino Acids
Extracting features
Extraction
Feature extraction
genetics
Graphical representation
Graphical representations
Phylogenetic analysis
phylogeny
Phylogeny
Physicochemical properties
Physicochemical properties of amino acids
Physico-chemical properties of amino acids
Prediction of Protein Function
protein
Protein sequence analysis
Protein sequence data
Protein similarity analysis
Proteins
sequence analysis
Sequence Analysis, Protein
Statistical features
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