Tree-Structured Bayesian Networks for Wrapped Cauchy Directional Distributions.
Ignacio LegueyConcha BielzaPedro LarrañagaPublished in: CAEPIA (2016)
Keyphrases
- bayesian networks
- conditional probability tables
- probability distribution
- heavy tailed
- random variables
- tree structure
- conditional distributions
- structured data
- tree structured data
- conditional independence
- clique tree
- evolutionary programming
- hidden variables
- probabilistic model
- conditional probabilities
- inference in bayesian networks
- maximum likelihood
- learning bayesian networks
- binary tree
- probabilistic inference
- observable variables
- index structure
- tree structures
- gaussian distribution
- power law
- kullback leibler divergence
- exact inference
- random projections
- junction tree
- joint distribution
- structure learning
- particle swarm optimization
- decision trees
- r tree
- graphical models
- incomplete data
- multiresolution