Classification of G-protein coupled receptors based on a rich generation of convolutional neural network, N-gram transformation and multiple sequence alignments

Amino Acids ◽  
2017 ◽  
Vol 50 (2) ◽  
pp. 255-266 ◽  
Author(s):  
Man Li ◽  
Cheng Ling ◽  
Qi Xu ◽  
Jingyang Gao
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
G Protein ◽  
G Protein Coupled Receptors ◽  
Sequence Alignments ◽  
Multiple Sequence ◽  
Multiple Sequence Alignments ◽  
N Gram ◽  
G Protein Coupled

scholarly journals GPCRsclass: a web tool for the classification of amine type of G-protein-coupled receptors

2005 ◽  
Vol 33 (Web Server) ◽  
pp. W143-W147 ◽  
Author(s):  
M. Bhasin ◽  
G. P. S. Raghava
Keyword(s):  
G Protein ◽  
G Protein Coupled Receptors ◽  
Web Tool ◽  
G Protein Coupled

Alignment-Free Classification of G-Protein-Coupled Receptors Using Self-Organizing Maps

2006 ◽  
Vol 46 (3) ◽  
pp. 1479-1490 ◽  
Author(s):  
Joji M. Otaki ◽  
Akihito Mori ◽  
Yoshimasa Itoh ◽  
Takashi Nakayama ◽  
Haruhiko Yamamoto
Keyword(s):  
G Protein ◽  
G Protein Coupled Receptors ◽  
Self Organizing Maps ◽  
Alignment Free ◽  
Free Classification ◽  
G Protein Coupled ◽  
Self Organizing
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