Bayesian Field Theory: Nonparametric Approaches to Density Estimation.
Jörg C. LemmPublished in: IJCNN (2) (2000)
Keyphrases
- density estimation
- density estimators
- nonparametric density estimation
- kernel density estimation
- parzen window
- mixture model
- mixture modeling
- probability density function
- kernel density estimator
- probability density
- gaussian mixture model
- density function
- pattern classification
- em algorithm
- bayesian networks
- outlier detection
- machine learning algorithms
- multivariate gaussian distribution
- databases
- bayesian inference
- machine learning methods
- knn
- knowledge discovery
- information retrieval