Online EM algorithm for mixture with application to internet traffic modeling.
Zikuan LiuJalal AlmhanaVartan ChoulakianRobert McGormanPublished in: Comput. Stat. Data Anal. (2006)
Keyphrases
- em algorithm
- expectation maximization
- mixture model
- gaussian mixture model
- mixture modeling
- gaussian mixture
- maximum likelihood
- internet traffic
- parameter estimation
- maximum likelihood estimation
- finite mixture model
- generative model
- mixture distribution
- probabilistic model
- expectation maximisation
- incomplete data
- likelihood function
- machine learning
- computer vision
- probability density function
- maximum a posteriori
- maximum likelihood estimates
- model based clustering
- log likelihood
- gaussian distribution
- feature space