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Identification of interface residues in protease-inhibitor and antigen-antibody complexes: a support vector machine approach

In this paper, we describe a machine learning approach for sequence-based prediction of protein-protein interaction sites. A support vector machine (SVM) classifier was trained to predict whether or not a surface residue is an interface residue (i.e., is located in the protein-protein interaction su...

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Bibliografske podrobnosti
Main Authors: Yan, Changhui, Honavar, Vasant, Dobbs, Drena
Format: Artigo
Jezik:Inglês
Izdano: 2004
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC2880521/
https://ncbi.nlm.nih.gov/pubmed/20526429
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s00521-004-0414-3
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