Radial basis function neural network optimized by a genetic algorithm for soybean protein sequence residue spatial distance prediction.
Guang-Zheng ZhangDe-Shuang HuangPublished in: IEEE Congress on Evolutionary Computation (2004)
Keyphrases
- radial basis function neural network
- protein sequences
- amino acids
- spatial distance
- protein structure prediction
- rbfnn
- genetic algorithm
- pattern classification
- spatial distribution
- radial basis function
- protein secondary structure
- protein structure
- neural network
- multilayer perceptron
- rbf neural network
- secondary structure
- back propagation
- experimentally determined
- protein secondary structure prediction
- rbf network
- sensitivity analysis
- solvent accessibility
- contact map
- generalization ability
- amino acid sequences
- function approximation
- protein function
- hybrid algorithm
- evolutionary algorithm
- protein folding
- learning algorithm
- spatial objects
- fuzzy logic
- feature selection
- support vector machine