Model-based clustering with Hidden Markov Model regression for time series with regime changes.
Faicel ChamroukhiAllou SaméPatrice AkninGérard GovaertPublished in: IJCNN (2011)
Keyphrases
- hidden markov models
- model based clustering
- sequential data
- hierarchical clustering
- mixture model
- expectation maximization
- em algorithm
- model selection
- speech recognition
- vector space model
- k means
- bayesian information criterion
- clustering algorithm
- document clustering
- conditional random fields
- gaussian processes
- data mining
- hidden states
- continuous hidden markov models