A New Learning Structure Heuristic of Bayesian Networks from Data.
Heni BouhamedAfif MasmoudiThierry LecroqAhmed RebaiPublished in: MLDM (2012)
Keyphrases
- bayesian networks
- data sets
- hidden variables
- data processing
- data sources
- high quality
- data collection
- bayesian network learning
- network structure
- image data
- learning process
- data analysis
- active learning
- background knowledge
- synthetic data
- complex structures
- data mining techniques
- knowledge discovery
- prior knowledge
- data points
- search algorithm
- data structure
- learning models
- training data
- structured representations
- neural network
- database
- learning tasks
- high dimensional data
- knowledge acquisition
- online learning
- supervised learning
- probability distribution