Online Density Estimation of Nonstationary Sources Using Exponential Family of Distributions.
Kaan GökcesuSuleyman Serdar KozatPublished in: IEEE Trans. Neural Networks Learn. Syst. (2018)
Keyphrases
- exponential family
- density estimation
- non stationary
- log likelihood
- mixture model
- probability density
- probability density function
- density function
- outlier detection
- maximum likelihood
- graphical models
- random fields
- gaussian mixture model
- closed form
- em algorithm
- image processing
- missing values
- knowledge discovery
- statistical analysis
- similarity search
- statistical models
- support vector machine
- moving objects
- support vector