Bayesian analysis for mixture of latent variable hidden Markov models with multivariate longitudinal data.
Ye-mao XiaNian-Sheng TangPublished in: Comput. Stat. Data Anal. (2019)
Keyphrases
- hidden markov models
- bayesian analysis
- latent variable models
- latent variables
- sequential data
- computationally feasible
- mixture distributions
- markov models
- probabilistic model
- sequence classification
- conditional random fields
- prior knowledge
- viterbi algorithm
- speech recognition
- posterior distribution
- random variables
- discriminative training
- gaussian process
- real valued
- regression model
- mixture model
- hidden state
- expectation maximization
- data mining
- markov model
- latent space
- missing data
- topic models
- baum welch
- visual speech recognition
- feature space