An EM Algorithm for Markovian Arrival Processes Observed at Discrete Times.
Lothar BreuerAlfred KumePublished in: MMB/DFT (2010)
Keyphrases
- em algorithm
- expectation maximization
- arrival processes
- mixture model
- maximum likelihood
- maximum likelihood estimation
- gaussian mixture model
- parameter estimation
- generative model
- maximum a posteriori
- queue length
- incomplete data
- expectation maximisation
- gaussian mixture
- likelihood function
- hyperparameters
- log likelihood
- mixture modeling
- probabilistic model
- density estimation
- mixture distribution
- finite mixture model
- probability density function
- hidden variables
- high dimensional