Multiple Sequence Local Alignment Using Monte Carlo EM Algorithm.
Chengpeng BiPublished in: ISBRA (2007)
Keyphrases
- monte carlo
- em algorithm
- expectation maximization
- mixture model
- gaussian mixture model
- parameter estimation
- maximum likelihood
- maximum likelihood estimation
- monte carlo simulation
- markov chain
- generative model
- importance sampling
- gaussian mixture
- expectation maximisation
- likelihood function
- incomplete data
- matrix inversion
- particle filter
- density estimation
- monte carlo tree search
- mixture modeling
- probability density function
- maximum likelihood estimates
- penalized likelihood
- markovian decision
- variance reduction
- active learning
- game tree
- biological sequences
- model based clustering