Density Estimation Using SOFM and Adaptive Kernels.
S. H. LokerseL. P. J. VeelenturfJ. G. BeltmanPublished in: SNN Symposium on Neural Networks (1995)
Keyphrases
- density estimation
- reproducing kernel hilbert space
- mixture model
- mixture modeling
- probability density
- probability density function
- density function
- density estimators
- parzen window
- outlier detection
- gaussian mixture model
- nonparametric density estimation
- multivariate gaussian distribution
- self organizing maps
- expectation maximization
- kernel function
- em algorithm
- nearest neighbor
- high dimensional
- feature space
- support vector
- databases
- data sets