Mining probabilistic rules using nonmonotonic rule layers.
Shusaku TsumotoShoji HiranoPublished in: ICCI*CC (2015)
Keyphrases
- rule mining
- association rules
- rules discovered
- rule generation
- association rule mining
- rule sets
- discovered rules
- interesting rules
- rule discovery
- classification rules
- knowledge discovery
- interesting association rules
- discovery process
- rule learning
- mining algorithm
- mining association rules
- fuzzy association rules
- production rules
- data mining
- interestingness measures
- rule induction algorithm
- probabilistic model
- description logic programs
- apriori algorithm
- positive and negative association rules
- rule induction
- meta rules
- bayesian networks
- peculiarity oriented mining
- multi context systems
- pattern discovery
- uncertain data
- weighted association rules
- redundant rules
- generative model
- itemsets
- frequent patterns
- data mining techniques
- logic programming
- active databases
- deduction rules
- default rules
- rule language
- rule base
- defeasible logic
- text mining
- episode rules
- data mining algorithms
- generalized association rules
- frequent itemsets
- rule engine
- active rules
- probabilistic knowledge
- data mining process
- nonmonotonic logics
- probabilistic logic