Learning Genetic and Gene Bayesian Networks with Hidden Variables: Bilayer Verification Algorithm.
Jason E. AtenPublished in: BIOCOMP (2006)
Keyphrases
- hidden variables
- bayesian networks
- learning algorithm
- probabilistic model
- em algorithm
- dynamic programming
- incomplete data
- parameter learning
- incremental learning
- expectation maximization
- markov networks
- graphical models
- closed form
- posterior probability
- chain graphs
- parameter estimation
- principal component analysis
- active learning
- prior knowledge
- image processing
- feature selection