Mining maximal frequent itemsets from data streams.
Guojun MaoXindong WuXingquan ZhuGong ChenChunnian LiuPublished in: J. Inf. Sci. (2007)
Keyphrases
- mining maximal frequent itemsets
- data streams
- maximal frequent itemsets
- sliding window
- streaming data
- concept drift
- sensor networks
- sensor data
- change detection
- stream data
- data stream mining
- data distribution
- mining frequent itemsets
- data sets
- uncertain data
- frequent itemsets
- continuous queries
- itemsets
- association rule mining
- fp tree
- data model
- query processing
- clustering algorithm
- heavy hitters
- machine learning