Transition Priors for Protein Hidden Markov Models: An Empirical Study towards Maximum Discrimination.
Markus WistrandErik L. L. SonnhammerPublished in: J. Comput. Biol. (2004)
Keyphrases
- hidden markov models
- state transition
- markov models
- speech recognition
- protein sequences
- sequential data
- conditional random fields
- protein structure
- gesture recognition
- discriminative training
- handwritten word recognition
- hidden state
- markov model
- amino acids
- hidden states
- viterbi algorithm
- bayesian framework
- feature selection
- maximum likelihood
- dynamic programming
- baum welch
- prior knowledge