Comparing Datasets Using Frequent Itemsets: Dependency on the Mining Parameters.
Irene NtoutsiYannis TheodoridisPublished in: SETN (2008)
Keyphrases
- frequent itemsets
- itemsets
- dense datasets
- mining algorithm
- frequent itemset mining
- association rule mining
- association rules
- mining frequent itemsets
- transactional databases
- data streams
- discovery of association rules
- closed frequent itemsets
- frequent patterns
- itemset mining
- mining frequent patterns
- concise representation
- interesting patterns
- transaction databases
- frequent itemsets mining
- association rule mining algorithms
- mining association rules
- emerging patterns
- constraint based mining
- apriori algorithm
- frequent closed itemsets
- closed itemsets
- maximal frequent itemsets
- data structure
- minimum support
- frequent pattern mining
- uncertain data
- data mining algorithms
- condensed representations
- generalized association rules
- fp tree
- frequent item sets
- discovering association rules
- pattern growth
- data mining
- pruning strategy
- previously discovered
- frequent itemset discovery
- interesting association rules
- transaction data
- frequent sets
- frequent closed
- knowledge discovery
- formal concept analysis
- subspace clusters