Mining recent maximal frequent itemsets over data streams with sliding window.
Saihua CaiShangbo HaoRuizhi SunGang WuPublished in: Int. Arab J. Inf. Technol. (2019)
Keyphrases
- data streams
- sliding window
- maximal frequent itemsets
- mining maximal frequent itemsets
- maximal frequent
- frequent itemsets
- itemsets
- data stream mining
- stream mining
- streaming data
- closed frequent itemsets
- stream data
- change detection
- mining data streams
- fixed size
- data distribution
- window size
- continuous queries
- concept drift
- high speed data streams
- mining frequent itemsets
- sensor data
- data sets
- limited memory
- variable size
- uncertain data
- incremental mining
- frequent itemset mining
- database
- mining algorithm
- non stationary
- multi dimensional