Evolutionary Structure Learning Algorithm for Bayesian Network and Penalized Mutual Information Metric.
Gang LiFu TongHonghua DaiPublished in: ICDM (2001)
Keyphrases
- structure learning algorithm
- mutual information
- bayesian networks
- structure learning
- conditional independence
- probabilistic classifiers
- continuous domains
- markov blanket
- similarity measure
- least squares
- graphical models
- evolutionary computation
- image registration
- information gain
- random variables
- conditional probabilities
- genetic algorithm
- maximum likelihood
- probability distribution
- feature selection
- probabilistic model
- probabilistic inference
- markov networks
- parameter learning
- classification accuracy
- parameter estimation
- model selection
- multi task
- variable selection
- genetic programming
- continuous variables