Prediction of Protein Tertiary Structure via Regularized Template Classification Techniques

Prediction of Protein Tertiary Structure via Regularized Template Classification Techniques

We discuss the use of the regularized linear discriminant analysis (LDA) as a model reduction technique combined with particle swarm optimization (PSO) in protein tertiary structure prediction, followed by structure refinement based on singular value decomposition (SVD) and PSO. The algorithm presen...

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Bibliographic Details
Main Authors: Óscar Álvarez-Machancoses, Juan Luis Fernández-Martínez, Andrzej Kloczkowski
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Molecules
Subjects:
Protein Tertiary Structure
LDA classification
PSO
uncertainty analysis
Online Access:https://www.mdpi.com/1420-3049/25/11/2467

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