Identification and characterization of subfamily-specific signatures in a large protein superfamily by a hidden Markov model approach.
Kevin TruongMitsuhiko IkuraPublished in: BMC Bioinform. (2002)
Keyphrases
- hidden markov models
- markov models
- speech recognition
- sequential data
- gesture recognition
- viterbi algorithm
- handwritten word recognition
- mass spectrometry
- hidden state
- hidden states
- conditional random fields
- protein structure
- dynamic probabilistic networks
- continuous hidden markov models
- markov model
- protein sequences
- forward backward
- hierarchical hidden markov model
- amino acids
- multi stream
- hierarchical dirichlet process
- phoneme recognition