Using physicochemical properties of amino acids to induce graphical models of residue couplings.
K. S. M. Tozammel HossainChris Bailey-KelloggAlan M. FriedmanMichael J. BradleyNathan BakerNaren RamakrishnanPublished in: BIOKDD (2011)
Keyphrases
- graphical models
- amino acids
- physicochemical properties
- protein sequences
- belief propagation
- probabilistic model
- secondary structure
- protein structure prediction
- approximate inference
- protein folding
- amino acid sequences
- bayesian networks
- sequence alignment
- protein function
- protein structure
- conditional independence
- structure learning
- computational biology
- protein families
- high precision
- tertiary structure