Protein Quaternary Fold Recognition Using Conditional Graphical Models.
Yan LiuJaime G. CarbonellVanathi GopalakrishnanPeter WeigelePublished in: IJCAI (2007)
Keyphrases
- graphical models
- chain graphs
- belief propagation
- amino acid sequences
- graphical structure
- probabilistic model
- random variables
- protein structure
- probabilistic inference
- probabilistic graphical models
- protein sequences
- approximate inference
- amino acids
- bayesian networks
- structure learning
- map inference
- conditional random fields
- markov networks
- exact inference
- conditional independence
- statistical inference
- conditional probabilities
- belief networks
- secondary structure
- loopy belief propagation
- parameter estimation
- undirected graphical models
- markov random field