Population-density estimation using regression and area-to-point residual kriging.
X. H. LiuPhaedon C. KyriakidisMichael F. GoodchildPublished in: Int. J. Geogr. Inf. Sci. (2008)
Keyphrases
- density estimation
- reproducing kernel hilbert space
- mixture model
- probability density
- density function
- mixture modeling
- kernel density estimation
- outlier detection
- parzen window
- probability density function
- density estimates
- regression model
- multivariate gaussian distribution
- gaussian mixture model
- model selection
- nonparametric density estimation
- expectation maximization
- multi class
- support vector
- bayesian networks
- density estimators
- learning algorithm
- databases