Prediction of the coupling specificity of GPCRs to four families of G-proteins using hidden Markov models and artificial neural networks.
Nikolaos G. SgourakisPantelis G. BagosStavros J. HamodrakasPublished in: Bioinform. (2005)
Keyphrases
- artificial neural networks
- subcellular localization
- prediction accuracy
- protein secondary structure
- feed forward artificial neural networks
- neural network
- protein secondary structure prediction
- protein tertiary structure
- ann models
- protein homology
- protein structure
- multi layer perceptron
- back propagation
- protein function prediction
- protein structure prediction
- protein function
- prediction model
- contact maps
- protein chains
- using artificial neural networks
- amino acid sequences
- computational intelligence
- predicting protein
- contact map
- evolutionary artificial neural networks
- prediction algorithm
- computational methods
- protein sequences
- neural network model
- genetic algorithm ga
- drug design
- protein classification
- protein interaction
- protein protein interactions
- prediction error
- wet lab
- genetic algorithm