An EM Algorithm for Platoon Arrival Processes in Discrete Time
Attahiru Sule AlfaLothar BreuerPublished in: Universität Trier, Mathematik/Informatik, Forschungsbericht (2002)
Keyphrases
- arrival processes
- em algorithm
- queue length
- expectation maximization
- single server
- maximum likelihood
- mixture model
- maximum likelihood estimation
- parameter estimation
- gaussian mixture model
- service times
- generative model
- expectation maximisation
- steady state
- likelihood function
- mixture modeling
- gaussian mixture
- arrival process
- incomplete data
- hyperparameters
- log likelihood
- hidden variables
- probability density function
- maximum a posteriori
- model based clustering
- stationary distribution
- probabilistic model
- density estimation
- log likelihood function
- penalized likelihood