Recursive EM Algorithm for Finite Mixture Models with Application to Internet Traffic Modeling.
Zikuan LiuJalal AlmhanaVartan ChoulakianRobert McGormanPublished in: CNSR (2004)
Keyphrases
- em algorithm
- finite mixture models
- expectation maximization
- mixture modeling
- mixture model
- parameter estimation
- maximum likelihood
- unsupervised learning
- model based clustering
- gaussian mixture model
- likelihood function
- internet traffic
- missing data
- generative model
- hyperparameters
- high dimensional
- data modeling
- probability density function
- probabilistic model
- density estimation
- semantic video
- object recognition
- knowledge discovery
- dimensionality reduction
- data management