Causal structure based root cause analysis of outliers.
Dominik JanzingKailash BudhathokiLenon MinoricsPatrick BlöbaumPublished in: CoRR (2019)
Keyphrases
- root cause analysis
- causal structure
- causal relationships
- causal discovery
- causal models
- decision support
- experimental data
- root cause
- causal ordering
- causal relations
- causal graph
- observational data
- data points
- bayesian networks
- lower bound
- decision making
- latent variables
- knowledge discovery
- causal bayesian networks
- data mining