Local protein structure prediction using discriminative models.
Oliver SanderIngolf SommerThomas LengauerPublished in: BMC Bioinform. (2006)
Keyphrases
- protein structure prediction
- discriminative models
- generative model
- semi supervised learning
- probabilistic model
- protein sequences
- discriminative learning
- protein structure
- graph theory
- probabilistic boosting tree
- coarse grained
- computational biology
- learning tasks
- language modeling
- conditional random fields
- protein folding
- fine grained
- secondary structure
- amino acids
- semi supervised
- labeled data
- prior knowledge
- image statistics
- graphical models
- unsupervised learning
- multi class
- information retrieval
- pairwise
- bayesian networks
- image segmentation