In-Stream Frequent Itemset Mining With Output Proportional Memory Footprint.
Daniel TraboldMario BoleyMichael MockTamás HorváthPublished in: LWA (2015)
Keyphrases
- frequent itemset mining
- memory footprint
- frequent itemsets
- itemsets
- data streams
- memory usage
- pattern mining
- pattern growth
- association rule mining
- mining frequent
- mining algorithm
- graph mining
- sequential pattern mining
- data mining
- itemset mining
- mining frequent itemsets
- transaction databases
- uncertain databases
- frequent pattern mining
- transactional databases
- data structure
- databases
- interestingness measures
- association rules
- machine learning