Online Time Series Segmentation Using Temporal Mixture Models and Bayesian Model Selection.

Allou Samé Gérard Govaert

Published 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