Tree Projection-Based Frequent Itemset Mining on Multicore CPUs and GPUs.
George TeodoroNathan MarianoWagner Meira Jr.Renato FerreiraPublished in: SBAC-PAD (2010)
Keyphrases
- frequent itemset mining
- graphics processing units
- tree mining
- frequent itemsets
- itemsets
- general purpose
- parallel processing
- tree structure
- sequential pattern mining
- parallel programming
- pattern mining
- association rule mining
- mining algorithm
- graph mining
- data mining
- itemset mining
- parallel computing
- graphics processors
- commodity hardware
- multi core systems
- frequent pattern mining
- association rules
- computing systems
- pattern growth
- mining frequent
- frequent patterns
- parallel implementation
- floating point
- massively parallel
- index structure
- fp tree
- candidate generation
- shared memory
- data structure
- sequential patterns
- cloud computing
- processing units
- transaction databases
- random walk
- gray scale
- multicore processors
- databases