Mining frequent items in a stream using flexible windows.
Toon CaldersNele DextersBart GoethalsPublished in: Intell. Data Anal. (2008)
Keyphrases
- data streams
- sliding window
- mining algorithm
- itemsets
- stream mining
- association rule mining
- mining association rules
- closed frequent itemsets
- continuous data streams
- frequent itemsets
- pattern mining
- distributed data streams
- data stream mining
- stream data
- transactional data
- minimum support
- association mining
- periodic patterns
- frequent pattern mining
- streaming data
- real time
- data structure
- association rules
- frequent patterns
- knowledge discovery
- frequent itemset mining
- mining frequent itemsets
- mining frequent patterns
- learning algorithm
- stream processing
- text mining
- continuous queries
- data mining
- data sets
- concept drift
- web mining
- sequential patterns
- text streams
- database
- high speed data streams
- transactional databases
- data analysis
- preprocessing
- data mining techniques
- sequential pattern mining
- interesting patterns
- data mining algorithms
- data mining methods