Improving clustering with hidden Markov models using Bayesian model selection.
Cen LiGautam BiswasPublished in: SMC (2000)
Keyphrases
- hidden markov models
- bayesian model selection
- clustering algorithm
- speech recognition
- em algorithm
- markov models
- viterbi algorithm
- baum welch
- model selection
- k means
- data points
- unsupervised learning
- conditional random fields
- sequential data
- sequence classification
- hidden states
- stochastic context free grammars
- continuous hidden markov models
- machine learning
- hidden state
- linear dynamical systems
- high dimensional