Apriori-Roaring-Parallel: Frequent pattern mining based on compressed bitmaps with OpenMP.
Alexandre ColomboRoberta Spolon UlsonRenata Spolon LobatoAleardo ManaceroMarcos Antônio CavenaghiPublished in: ISCC (2021)
Keyphrases
- frequent pattern mining
- frequent patterns
- shared memory
- pattern mining
- parallel programming
- itemsets
- multi core processors
- data structure
- huge number
- fp growth
- candidate generation
- parallel execution
- parallel algorithm
- bitmap indexes
- frequent itemsets
- parallel computing
- distributed memory
- frequent pattern discovery
- massively parallel
- fp tree
- multi processor
- interesting patterns
- mining frequent patterns
- mining algorithm
- frequent pattern mining algorithms
- message passing
- association rules
- pattern growth
- parallel computation
- sequential patterns
- minimum support
- parallel processing
- frequent itemset mining
- apriori algorithm
- temporal patterns
- uncertain data
- text categorization
- high performance computing
- data mining
- transaction databases
- pattern discovery
- parallel implementation