Online Time Series Segmentation Using Temporal Mixture Models and Bayesian Model Selection.
Allou SaméGérard GovaertPublished in: ICMLA (1) (2012)
Keyphrases
- mixture model
- bayesian model selection
- em algorithm
- model selection
- gaussian mixture model
- expectation maximization
- generative model
- density estimation
- maximum likelihood
- probabilistic model
- bayesian information criterion
- probability density function
- image segmentation
- mixture modeling
- parameter estimation
- unsupervised learning
- posterior probability
- level set
- language model
- cross validation
- information retrieval
- generalized em algorithm
- data association
- maximum a posteriori
- computer vision