Recursive estimation of high-order Markov chains: Approximation by finite mixtures.
Miroslav KárnýPublished in: Inf. Sci. (2016)
Keyphrases
- high order
- markov chain
- finite mixtures
- higher order
- minimum message length
- mixture model
- transition probabilities
- state space
- markov model
- markov processes
- random walk
- pairwise
- probabilistic automata
- markov random field
- em algorithm
- transition matrix
- expectation maximization
- unsupervised learning
- gaussian mixture model
- maximum likelihood
- hidden markov models
- feature vectors