Prediction of Protein Structural Classes: Features Extraction to Classification Algorithm

Author(s): Xiaoqing Liu, Zhenyu Yang, Yaoxin Wang, Qi Dai*

Journal Name: Current Proteomics

Volume 18 , Issue 5 , 2021


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Abstract:

The fast growth of protein sequencing and protein structure data has promoted the development of the protein structural class prediction. Several prediction methods have been proposed to study protein folding rate, DNA binding sites, as well as reducing the search of conformational space and realizing the prediction of tertiary structure. This paper introduces the current approaches of protein structural class prediction and emphasizes their steps from information extraction to classification algorithms.

Keywords: Sequence feature, secondary structural characteristic, classification algorithm, protein structural class prediction, DNA Blast, DNA binding sites.

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Article Details

VOLUME: 18
ISSUE: 5
Year: 2021
Published on: 18 February, 2021
Page: [635 - 645]
Pages: 11
DOI: 10.2174/1570164618666210218141148
Price: $25

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