Inference of the Transition Matrix in Convolved Hidden Markov Models and the Generalized Baum-Welch Algorithm.
David Volent LindbergHenning OmrePublished in: IEEE Trans. Geosci. Remote. Sens. (2015)
Keyphrases
- hidden markov models
- baum welch
- em algorithm
- viterbi algorithm
- sequential data
- dynamic programming
- markov models
- continuous hidden markov models
- expectation maximization
- transition matrix
- hidden states
- multiple sequence alignment
- conditional random fields
- markov model
- tree structure
- k means
- memory efficient
- genetic algorithm
- probabilistic model
- spatio temporal
- bayesian networks