Predicting residue-wise contact orders in proteins by support vector regression.
Jiangning SongKevin BurragePublished in: BMC Bioinform. (2006)
Keyphrases
- support vector regression
- amino acids
- protein functional
- protein structure prediction
- protein sequences
- contact map
- regression model
- protein structure
- support vector machine svm
- hybrid genetic
- protein function
- hybrid model
- electronic equipment
- extreme learning machine
- kernel function
- support vector machine
- response surface methodology
- protein chains
- support vector classification
- pairwise
- support vector
- protein protein interactions
- wavelet frame
- amino acid sequences
- contact maps
- secondary structure
- nonlinear regression
- back propagation neural network
- artificial neural networks
- neural network
- singular spectrum analysis
- computer vision