High utility drift detection in quantitative data streams.
Quang-Huy DuongHeri RamampiaroKjetil NørvågPhilippe Fournier-VigerThu-Lan DamPublished in: Knowl. Based Syst. (2018)
Keyphrases
- quantitative data
- drift detection
- high utility
- concept drift
- data streams
- itemsets
- streaming data
- quantitative and qualitative
- itemset mining
- pattern mining
- sequential pattern mining
- incoming data
- attitudes toward
- stream mining
- frequent itemsets
- pruning strategy
- frequent pattern mining
- web access
- sliding window
- data distribution
- mining algorithm
- sequential patterns
- high efficiency
- frequent patterns
- association rule mining
- multi dimensional
- data sets
- collaborative filtering
- candidate generation
- text classification
- constraint programming
- change detection