Improving the protein fold recognition accuracy of a reduced state-space hidden Markov model.
Christos LamprosCostas PapaloukasCostas P. ExarchosDimitrios I. FotiadisDimitrios G. TsalikakisPublished in: Comput. Biol. Medicine (2009)
Keyphrases
- hidden markov models
- recognition accuracy
- state space
- recognition rate
- state transition
- face recognition
- speech recognition
- conditional random fields
- markov models
- protein sequences
- dynamical systems
- viterbi algorithm
- continuous hidden markov models
- handwritten word recognition
- optimal policy
- reinforcement learning
- protein structure
- sequential data
- state variables
- markov model
- gesture recognition
- hidden state
- markov decision processes
- markov chain
- learning algorithm
- support vector machine
- particle filter
- discriminative training
- hidden states
- hierarchical hidden markov model
- dynamic programming