Approximating probability density functions in hybrid Bayesian networks with mixtures of truncated exponentials.
Barry R. CobbPrakash P. ShenoyRafael RumíPublished in: Stat. Comput. (2006)
Keyphrases
- probability density function
- bayesian networks
- gaussian mixture
- mixture model
- probability distribution
- expectation maximization
- posterior probability
- probabilistic model
- density estimation
- em algorithm
- parzen window
- density function
- gaussian mixture model
- bayesian framework
- kernel density estimation
- kullback leibler divergence
- statistical methods
- conditional probabilities
- higher order statistics
- class conditional
- probability density
- graphical models
- conditional independence
- decision trees
- generalized gaussian
- pattern recognition
- feature vectors
- language model
- generative model