Approximate-Closed-Itemset Mining for Streaming Data Under Resource Constraint.
Yoshitaka YamamotoYasuo TabeiKoji IwanumaPublished in: CoRR (2019)
Keyphrases
- streaming data
- itemset mining
- frequent closed
- data streams
- itemsets
- closed itemsets
- frequent itemsets
- frequent closed itemsets
- concept drift
- closed frequent itemsets
- sliding window
- sequence mining
- constraint programming
- frequent itemset mining
- data stream mining
- sequential patterns
- anomaly detection
- sequential pattern mining
- pattern mining
- graph mining
- association rules
- high utility
- data mining problems
- data distribution
- association rule mining
- mining algorithm
- interesting patterns
- anti monotone
- graph patterns
- mining frequent itemsets
- data mining
- minimum support
- change detection
- data mining algorithms
- database management systems
- np complete
- multi dimensional
- np hard
- data model
- data sets
- mining high utility itemsets