Amino Acid Sequence Autocorrelation Vectors and Ensembles of Bayesian-Regularized Genetic Neural Networks for Prediction of Conformational Stability of Human Lysozyme Mutants.
Julio CaballeroLeyden FernándezJosé Ignacio AbreuMichael FernándezPublished in: J. Chem. Inf. Model. (2006)
Keyphrases
- neural network
- neural network ensemble
- protein tertiary structure
- contact maps
- coarse grained
- amino acid sequences
- protein structure prediction
- fine grained
- protein sequences
- experimentally determined
- protein structure
- predicting protein
- protein secondary structure
- secondary structure
- protein folding
- prediction accuracy
- physico chemical
- secondary structure of proteins
- molecular biology
- protein secondary structure prediction
- protein interaction
- tertiary structure
- decision trees
- biological systems
- amino acids
- feature selection