Mixture Density Estimation Based on Maximum Likelihood and Sequential Test Statistics.
Nikos A. VlassisGeorge K. PapakonstantinouPanayotis TsanakasPublished in: Neural Process. Lett. (1999)
Keyphrases
- density estimation
- maximum likelihood
- mixture model
- expectation maximization
- exponential family
- em algorithm
- mixture modeling
- gaussian mixture model
- finite mixture model
- density estimates
- density function
- probability density
- probability density function
- gaussian mixture
- maximum likelihood estimation
- parameter estimation
- mixture of gaussians
- density estimators
- gaussian distribution
- kernel density estimation
- parzen window
- maximum a posteriori
- unsupervised learning
- nonparametric density estimation
- machine learning
- multivariate gaussian distribution
- outlier detection
- language model
- knowledge discovery
- probabilistic model