Generalised Partial Association in Causal Rules Discovery.
Ana Rita NogueiraCarlos Abreu FerreiraJoão GamaAlberto PintoPublished in: EPIA (2021)
Keyphrases
- causal models
- causal discovery
- logical rules
- rule discovery
- observational data
- bayesian networks
- knowledge discovery
- association rules
- causal relations
- rule sets
- data mining
- directed acyclic graph
- experimental data
- association rule mining
- causal networks
- causal structure
- pruning the search space
- discovery process
- rule extraction
- active databases
- causal relationships
- pattern discovery
- classification rules
- data structure
- machine learning