Protein secondary structure prediction using sigmoid belief networks to parameterize segmental semi-Markov models.
Wei ChuZoubin GhahramaniDavid L. WildPublished in: ESANN (2004)
Keyphrases
- belief networks
- markov models
- protein secondary structure prediction
- hidden markov models
- markov model
- protein secondary structure
- graphical models
- higher order
- maximum entropy
- conditional random fields
- bayesian belief networks
- probability distribution
- conditional probabilities
- machine learning
- multilayer perceptron
- markov chain
- bayesian networks
- statistical model
- probabilistic model