Gaussian Mixture Distribution Analysis as Estimation of Probability Density Function and it's the Periphery.
Kiyoshi TsukakoshiKenichi IdaPublished in: SCSE (2015)
Keyphrases
- probability density function
- gaussian mixture
- probability density
- density estimation
- parzen window
- density function
- kernel density estimation
- kullback leibler divergence
- expectation maximization
- probability distribution
- em algorithm
- mixture model
- gaussian mixture model
- mixture of gaussians
- random variables
- data analysis
- bayesian framework
- statistical methods
- maximum likelihood estimation
- kl divergence
- closed form
- statistical analysis
- data mining
- parameter estimation
- prior knowledge
- feature vectors
- pairwise
- feature space