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1
Prediction and classification of human G-protein coupled receptors based on support vector machines.
Genomics Proteomics Bioinformatics. 2005 Nov;3(4):242-6. doi: 10.1016/s1672-0229(05)03034-2.
2
Predicting the coupling specificity of GPCRs to G-proteins by support vector machines.
Genomics Proteomics Bioinformatics. 2005 Nov;3(4):247-51. doi: 10.1016/s1672-0229(05)03035-4.
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GPCR-MPredictor: multi-level prediction of G protein-coupled receptors using genetic ensemble.
Amino Acids. 2012 May;42(5):1809-23. doi: 10.1007/s00726-011-0902-6. Epub 2011 Apr 20.
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A novel and efficient technique for identification and classification of GPCRs.
IEEE Trans Inf Technol Biomed. 2008 Jul;12(4):541-8. doi: 10.1109/TITB.2007.911308.
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GPCRpred: an SVM-based method for prediction of families and subfamilies of G-protein coupled receptors.
Nucleic Acids Res. 2004 Jul 1;32(Web Server issue):W383-9. doi: 10.1093/nar/gkh416.
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Proximity based GPCRs prediction in transform domain.
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GRIFFIN: a system for predicting GPCR-G-protein coupling selectivity using a support vector machine and a hidden Markov model.
Nucleic Acids Res. 2005 Jul 1;33(Web Server issue):W148-53. doi: 10.1093/nar/gki495.

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GPCRsclass: a web tool for the classification of amine type of G-protein-coupled receptors.
Nucleic Acids Res. 2005 Jul 1;33(Web Server issue):W143-7. doi: 10.1093/nar/gki351.
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The repertoire of G-protein-coupled receptors in fully sequenced genomes.
Mol Pharmacol. 2005 May;67(5):1414-25. doi: 10.1124/mol.104.009001. Epub 2005 Feb 1.
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GPCRpred: an SVM-based method for prediction of families and subfamilies of G-protein coupled receptors.
Nucleic Acids Res. 2004 Jul 1;32(Web Server issue):W383-9. doi: 10.1093/nar/gkh416.
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The G protein-coupled receptor repertoires of human and mouse.
Proc Natl Acad Sci U S A. 2003 Apr 15;100(8):4903-8. doi: 10.1073/pnas.0230374100. Epub 2003 Apr 4.
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A naive Bayes model to predict coupling between seven transmembrane domain receptors and G-proteins.
Bioinformatics. 2003 Jan 22;19(2):234-40. doi: 10.1093/bioinformatics/19.2.234.
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Classifying G-protein coupled receptors with support vector machines.
Bioinformatics. 2002 Jan;18(1):147-59. doi: 10.1093/bioinformatics/18.1.147.
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Prediction of the coupling specificity of G protein coupled receptors to their G proteins.
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