A Comparative Study of a New Associative Classification Approach for Mining Rare and Frequent Classification Rules.
Ines BouzouitaMichel LiquiereSamir ElloumiAli JaouaPublished in: ISA (2011)
Keyphrases
- associative classification
- classification rules
- association rule mining
- minimum support
- privacy preservation
- association rules
- associative classifiers
- emerging patterns
- frequent patterns
- mining algorithm
- itemsets
- subgroup discovery
- genetic programming
- decision trees
- classification algorithm
- rule discovery
- highly competitive
- data mining
- mining association rules
- apriori algorithm
- frequent itemsets
- data mining techniques
- knowledge discovery
- privacy preserving
- nearest neighbor
- frequent itemset mining
- text mining
- rule sets
- pattern mining
- interestingness measures
- fuzzy rules
- multi label
- fp tree
- sparse data
- data privacy
- feature space
- data structure
- training data
- classification method