One-Class Support Vector Machines and Density Estimation: The Precise Relation.
Alberto MuñozJavier M. MoguerzaPublished in: CIARP (2004)
Keyphrases
- density estimation
- one class support vector machines
- anomaly detection
- mixture model
- mixture modeling
- probability density function
- probability density
- density function
- parzen window
- gaussian mixture model
- nonparametric density estimation
- outlier detection
- multivariate gaussian distribution
- density estimates
- kernel density estimation
- support vector machine
- em algorithm
- statistical models
- expectation maximization
- language model
- density estimators
- pattern recognition
- machine learning
- data mining