PARASOL: a hybrid approximation approach for scalable frequent itemset mining in streaming data.
Yoshitaka YamamotoYasuo TabeiKoji IwanumaPublished in: J. Intell. Inf. Syst. (2020)
Keyphrases
- streaming data
- frequent itemset mining
- data streams
- frequent itemsets
- itemsets
- concept drift
- sliding window
- pattern mining
- association rule mining
- mining frequent itemsets
- sequential pattern mining
- mining algorithm
- frequent pattern mining
- data mining
- itemset mining
- graph mining
- anomaly detection
- mining frequent
- frequent patterns
- data distribution
- data sets
- sequential patterns
- change detection
- data mining techniques
- association rules
- web mining
- nearest neighbor
- semi supervised
- data analysis
- image segmentation
- databases
- database
- condensed representations