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Updated: Jun 21, 2026

A Protocol for Computer-Based Protein Structure and Function Prediction
Published on: November 3, 2011
Prediction of G-protein-coupled receptor classes in low homology using Chou's pseudo amino acid composition with
1College of Information Sciences and Technology, Donghua University, Shanghai 201620, China.
Abstract:
We use approximate entropy and hydrophobicity patterns to predict G-protein-coupled receptors. Adaboost classifier is adopted as the prediction engine. A low homology dataset is used to validate the proposed method. Compared with the results reported, the successful rate is encouraging. The source code is written by Matlab.
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