A Bayesian Scoring Technique for Mining Predictive and Non-Spurious Rules.
Iyad BatalGregory F. CooperMilos HauskrechtPublished in: ECML/PKDD (2) (2012)
Keyphrases
- rule mining
- association rule mining
- positive and negative association rules
- association rules
- peculiarity oriented mining
- rule generation
- mining association rules
- episode rules
- data mining
- interesting association rules
- weighted association rules
- apriori algorithm
- mining algorithm
- fuzzy association rules
- data mining models
- generalized association rules
- rules discovered
- discovered rules
- knowledge discovery
- meta rules
- interestingness measures
- bayesian estimation
- rule sets
- sequential patterns
- web mining
- learning algorithm
- probability distribution
- data driven
- maximum likelihood
- machine learning
- predictive model
- bayesian networks
- data mining techniques
- discovering association rules
- frequent itemsets
- classification rules
- discovered knowledge
- interesting rules
- pattern mining
- rule discovery
- gaussian processes
- decision theory