Context-Specific Causal Discovery for Categorical Data Using Staged Trees.
Manuele LeonelliGherardo VarandoPublished in: CoRR (2021)
Keyphrases
- categorical data
- context specific
- causal discovery
- causal models
- causal relationships
- cluster analysis
- numerical data
- discovery process
- causal structure
- bayesian networks
- parameter free
- directed acyclic graph
- domain specific
- decision trees
- conditional independence
- attribute values
- qualitative probabilistic networks
- feature space
- observational data
- data mining
- distance based outlier detection
- data mining techniques
- active learning
- causal relations
- learning environment
- similarity measure
- hierarchical latent class models