Random sampling over data streams for sequential pattern mining.
Chedy RaïssiPascal PonceletPublished in: Monde des Util. Anal. Données (2007)
Keyphrases
- reservoir sampling
- sequential pattern mining
- random sampling
- data streams
- sliding window
- multi dimensional
- sequential patterns
- mining sequential patterns
- frequent sequential patterns
- pattern mining
- active learning
- sampling algorithm
- sample size
- mining algorithm
- frequent patterns
- concept drift
- itemsets
- sequential pattern mining algorithm
- data sets
- web logs
- interesting patterns
- frequent itemsets
- fixed size
- itemset mining
- association rules
- decision trees