MAMBO: Discovering Association Rules Based on Conditional Independencies.
Robert CasteloA. J. FeeldersArno SiebesPublished in: IDA (2001)
Keyphrases
- discovering association rules
- conditional independencies
- bayesian networks
- conditional independence
- association rules
- data mining
- equivalence classes
- partial order
- causal models
- mining association rules
- frequent itemsets
- apriori algorithm
- domain knowledge
- probabilistic inference
- random variables
- structural learning
- database
- frequent item sets
- induction algorithms
- mining algorithm
- association rule mining
- directed acyclic graph
- conditional probabilities
- graphical structure
- distance measure
- markov property
- genetic algorithm
- knowledge discovery