Tractable learning of Bayesian networks from partially observed data.
Marco BenjumedaSergio Luengo-SanchezPedro LarrañagaConcha BielzaPublished in: Pattern Recognit. (2019)
Keyphrases
- partially observed
- synthetic data
- data collection
- data sets
- prior knowledge
- bayesian networks
- hidden variables
- incomplete data
- raw data
- data processing
- data sources
- database
- learning algorithm
- input data
- experimental data
- original data
- data structure
- np complete
- data points
- active learning
- noisy data
- statistical analysis
- complex domains
- learning bayesian networks
- network structure
- learning bayesian networks from data
- spatial data
- background knowledge
- learning systems
- online learning
- data mining techniques
- image data
- knowledge discovery
- probability distribution
- probabilistic model
- data analysis