Hardware Acceleration of Frequent Itemsets Mining on Data Streams.
Lázaro Bustio-MartínezRené Cumplido-ParraRaudel Hernández-LeónClaudia Feregrino UribePublished in: Res. Comput. Sci. (2014)
Keyphrases
- frequent itemsets mining
- data streams
- frequent itemsets
- frequent closed itemsets
- sliding window
- itemsets
- streaming data
- apriori algorithm
- transactional databases
- association rules
- uncertain data
- itemset mining
- concept drift
- continuous queries
- frequent itemset mining
- mining frequent itemsets
- closed itemsets
- decision trees
- data structure
- databases
- data pre processing
- machine learning