HyperCalm Sketch: One-Pass Mining Periodic Batches in Data Streams.
Zirui LiuChaozhe KongKaicheng YangTong YangRuijie MiaoQizhi ChenYikai ZhaoYaofeng TuBin CuiPublished in: ICDE (2023)
Keyphrases
- data streams
- periodic patterns
- stream mining
- continuous data streams
- itemsets
- mining data streams
- multiple data streams
- data stream mining
- frequent itemsets
- streaming data
- closed frequent itemsets
- sliding window
- mining algorithm
- sensor networks
- frequent closed itemsets
- concept drift
- data sets
- mining frequent itemsets
- stream processing
- continuous queries
- pattern mining
- web mining
- data mining
- sequential patterns
- stream data
- data mining algorithms
- association rule mining
- neural network
- database
- data mining methods
- high speed data streams
- databases
- concept drifting
- website
- frequent patterns
- data distribution
- itemset mining