Deriving non-redundant approximate association rules from hierarchical datasets.
Gavin ShawYue XuShlomo GevaPublished in: CIKM (2008)
Keyphrases
- association rules
- redundant rules
- associative classifiers
- knowledge discovery
- data mining
- market basket data
- classification rules
- association rule mining
- highly redundant
- coarse to fine
- hierarchical clustering
- synthetic and real datasets
- association mining
- itemsets
- frequent itemsets
- association rules mining
- data mining techniques
- neural network
- restricted boltzmann machine
- associative classification
- numeric attributes
- hierarchical structure
- mining association rules
- formal concept analysis
- data mining tasks
- rule sets
- database
- data mining algorithms
- frequent patterns
- benchmark datasets
- genetic programming
- training set
- data structure
- multiscale
- data sets