A circular-linear dependence measure under Johnson-Wehrly distributions and its application in Bayesian networks.
Ignacio LegueyPedro LarrañagaConcha BielzaShogo KatoPublished in: Inf. Sci. (2019)
Keyphrases
- bayesian networks
- probability distribution
- random variables
- dependence structure
- kullback leibler divergence
- statistically independent
- linear gaussian
- pointwise mutual information
- graphical models
- similarity measure
- probability measure
- kl divergence
- bayesian belief networks
- conditional independence
- incomplete data
- conditional probabilities
- hough transform
- data sets
- expert knowledge
- correlation coefficient
- conditional distributions
- probabilistic model
- cumulative residual entropy