Sparse Bayesian prediction of disordered residues and disordered regions based on amino-acid composition.
Gavin C. CawleySteven HaywardGareth J. JanacekGeoff R. MoorePublished in: IJCNN (2011)
Keyphrases
- protein sequences
- amino acid composition
- disordered regions
- amino acids
- amino acid sequences
- location prediction
- protein function
- protein structure
- intrinsically disordered
- protein structure prediction
- computational biology
- experimentally determined
- prediction accuracy
- secondary structure
- fold cross validation
- sequence analysis
- hot spots
- protein protein
- immune genetic algorithm
- decision trees
- machine learning
- logistic regression