Frequent Itemsets Mining in Data Streams Using Reconfigurable Hardware.
Lázaro BustioRené CumplidoRaudel Hernández-LeónJosé Manuel Bande SerranoClaudia FeregrinoPublished in: NFMCP (2015)
Keyphrases
- frequent itemsets mining
- reconfigurable hardware
- data streams
- frequent itemsets
- frequent closed itemsets
- low cost
- hardware software
- hardware implementation
- sliding window
- field programmable gate array
- itemsets
- image processing
- functional units
- fine grain
- evolvable hardware
- apriori algorithm
- uncertain data
- concept drift
- frequent itemset mining
- machine learning
- mining frequent itemsets
- closed frequent itemsets
- sensor networks
- data sets
- transactional databases
- processing elements
- itemset mining
- real time
- hardware and software
- data mining
- association rule mining
- condensed representations
- closed itemsets
- efficient implementation
- evolutionary computation
- association rules