Approximate Frequent Itemset Mining for streaming data on FPGA.
Yubin LiYuliang SunGuohao DaiQiang XuYu WangHuazhong YangPublished in: FPL (2016)
Keyphrases
- streaming data
- frequent itemset mining
- data streams
- frequent itemsets
- itemsets
- sliding window
- association rule mining
- concept drift
- pattern mining
- graph mining
- mining algorithm
- data distribution
- data mining
- sequential pattern mining
- itemset mining
- mining frequent
- mining frequent itemsets
- frequent patterns
- change detection
- anomaly detection
- frequent pattern mining
- sequential patterns
- association rules
- multi dimensional
- small number
- high dimensional
- website
- machine learning