Bayesian Network-Based Approach for Mining Actionable Behavioral Rules.
Peng SuJian YangZhenpeng LiPublished in: SKG (2016)
Keyphrases
- bayesian networks
- actionable knowledge
- association rule mining
- association rules
- peculiarity oriented mining
- positive and negative association rules
- rule mining
- rule generation
- fuzzy association rules
- mining algorithm
- data mining
- weighted association rules
- knowledge discovery
- interesting association rules
- mining association rules
- data mining techniques
- episode rules
- discovered rules
- rule discovery
- generalized association rules
- inference in bayesian networks
- apriori algorithm
- subgroup discovery
- itemsets
- graphical models
- data mining methods
- meta rules
- rules discovered
- data mining algorithms
- classification rules
- bayesian network structure
- interesting rules
- sequential patterns
- probabilistic inference
- conditional probabilities
- rule sets
- pattern mining
- interestingness measures
- sequential pattern mining
- structure learning
- conditional independence
- causal relationships
- human behavior
- data mining tools
- pattern discovery
- expert knowledge
- discovering association rules
- decision rules
- frequent patterns
- random variables
- probabilistic model
- bayesian network classifiers