Efficient and Versatile FPGA Acceleration of Support Counting for Stream Mining of Sequences and Frequent Itemsets.
Adrien Prost-BoucleFrédéric PétrotVincent LeroyHande AlemdarPublished in: ACM Trans. Reconfigurable Technol. Syst. (2017)
Keyphrases
- frequent itemsets
- stream mining
- data streams
- itemsets
- condensed representations
- mining frequent itemsets
- pruning strategy
- limited memory
- association rule mining
- frequent itemset mining
- concise representation
- single pass
- closed frequent itemsets
- mining algorithm
- association rules
- closed itemsets
- sliding window
- data mining
- interesting patterns
- mining association rules
- databases
- data structure
- streaming data
- high efficiency
- uncertain data
- data stream mining
- sequential patterns
- data processing
- real time