Nonparametric multivariate density estimation: a comparative study.
Jenq-Neng HwangShyh-Rong LayAlan F. LippmanPublished in: IEEE Trans. Signal Process. (1994)
Keyphrases
- density estimation
- multivariate gaussian distribution
- nonparametric density estimation
- density estimators
- kernel density estimation
- kernel density estimators
- parzen window
- mixture model
- probability density function
- density function
- mixture modeling
- probability density
- density estimates
- outlier detection
- gaussian mixture model
- generative topographic mapping
- data sets
- exponential family
- kernel density estimator
- machine learning
- gaussian mixture
- mixture of gaussians
- em algorithm
- data compression
- multi class
- prior knowledge
- computer vision
- data mining