An Efficient Approximate Approach to Mining Frequent Itemsets over High Speed Transactional Data Streams.
Kuen-Fang JeaChao-Wei LiTsui-Ping ChangPublished in: ISDA (3) (2008)
Keyphrases
- mining frequent itemsets
- data streams
- high speed
- sliding window
- frequent itemsets
- mining frequent patterns
- uncertain data
- mining of frequent itemsets
- streaming data
- itemsets
- heavy hitters
- transaction databases
- stream data
- concept drift
- data distribution
- mining association rules
- data sets
- database
- sensor networks
- real time
- frequent itemset mining
- frequent pattern mining
- high dimensional
- website
- real world