Data Analysis with Bayesian Networks: A Bootstrap Approach
Nir FriedmanMoisés GoldszmidtAbraham J. WynerPublished in: CoRR (2013)
Keyphrases
- bayesian networks
- data analysis
- probabilistic reasoning
- graphical models
- data processing
- conditional independence
- probabilistic model
- conditional probabilities
- cross validation
- learning bayesian networks
- data collection
- machine learning
- incomplete data
- data mining
- probabilistic inference
- knowledge discovery
- high dimensional data
- random variables
- multi aspect
- big data
- probability distribution
- bayesian network structure
- probabilistic modeling
- intelligent data analysis
- bayesian belief networks
- parameter learning
- multiply sectioned bayesian networks
- data visualization
- pattern discovery
- biological data
- causal relationships
- confidence intervals
- approximate inference
- hidden variables
- bayesian network classifiers
- rough set theory
- business intelligence
- maximum likelihood
- inference in bayesian networks
- markov random field
- rough sets