DisClose: Discovering Colossal Closed Itemsets via a Memory Efficient Compact Row-Tree.
Nurul Fariza ZulkurnainDavid J. HaglinJohn A. KeanePublished in: PAKDD Workshops (2012)
Keyphrases
- closed itemsets
- memory efficient
- frequent itemsets
- association rule mining
- itemset mining
- itemsets
- association rules
- frequent closed itemsets
- mining frequent itemsets
- frequent pattern mining
- condensed representations
- tree structure
- fp tree
- concept lattice
- frequent itemset mining
- data streams
- mining algorithm
- constraint programming
- frequent patterns
- tree structures
- data structure
- data mining
- formal concept analysis
- nearest neighbor
- pruning strategy
- knowledge discovery
- multi dimensional
- data mining problems
- mining association rules
- pattern mining
- multi relational
- databases