Efficient methods for learning Bayesian network super-structures.
Edwin VillanuevaCarlos Dias MacielPublished in: Neurocomputing (2014)
Keyphrases
- bayesian network structures
- bayesian networks
- parameter learning
- learning algorithm
- learning models
- learning process
- human experts
- learning problems
- learning tasks
- empirical studies
- preprocessing
- computationally expensive
- machine learning methods
- learning systems
- significant improvement
- conditional random fields
- random variables
- machine learning algorithms
- unsupervised learning
- statistical learning
- learning bayesian networks
- bayesian network structure
- neural network