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Publication for GPCRsclass
Eukaryotic G protein coupled receptors as descendants of prokaryotic sodium translocating rhodopsins
[…] uthors’ response: Following the suggestion of the Reviewer, we have attempted to analyze the differences in amino acid and dipeptide composition between GPCRs and MRs using the existing web-servers – GPCRsclass , GPCR-Mpredictor , PCA-GPCR , and 7TMRmine .The server GPCRsclass  (available at http://www.imtech.res.in/raghava/gpcrsclass/) gave the same result “Your protein does not belong […]
A Survey of Computational Intelligence Techniques in Protein Function Prediction
[…] ein sequence. The SVMPort (http://jing.cz3.nus.edu.sg/cgi-bin/svmprot.cgi)  is the web server to predict protein function by using sequence and structure derived properties of protein sequence. The GPCRsclass (http://www.imtech.res.in/raghava/gpcrsclass/)  is the SVM based web server to predict the G-protein coupled receptors and their subfamilies by using amino acid and dipeptide composition […]
7TMRmine: a Web server for hierarchical mining of 7TMR proteins
[…] s as well as the classification results can be downloaded from this page for further analysis. For example, protein sequences can be submitted to GPCR classification tools such as GPCRsIdentifier , GPCRsclass and GPCRpred [,], and GPCRTree  for further family classification. […]
GPCRTree: online hierarchical classification of GPCR function
[…] s [,] and machine learning methods such as Hidden Markov Models [,] and Support Vector Machines (SVMs) . Several publicly-available SVM-based GPCR classifiers exist: PRED-GPCR [,], GPCR-PRED  and GPCRsclass . Some predictive techniques have used a combination of SVMs and HMMs . Other approaches towards GPCR Classification have included Self-Organising Maps , Quasi-predictor Feature Class […]
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