Towards Mining Trapezoidal Data Streams.
Qin ZhangPeng ZhangGuodong LongWei DingChengqi ZhangXindong WuPublished in: ICDM (2015)
Keyphrases
- data streams
- continuous data streams
- stream mining
- multiple data streams
- itemsets
- data stream mining
- mining data streams
- sliding window
- closed frequent itemsets
- frequent itemsets
- mining frequent itemsets
- frequent closed itemsets
- web mining
- sensor networks
- high speed data streams
- concept drift
- frequent patterns
- text mining
- mining algorithm
- stream data
- streaming data
- maximal frequent itemsets
- stream processing
- change detection
- sequential patterns
- concept drifting
- evolving data streams
- stream data mining
- mining maximal frequent itemsets
- noisy data streams
- data sets
- continuous queries
- uncertain data
- pattern mining
- membership functions
- data distribution
- data mining algorithms
- association rule mining
- knowledge discovery
- data structure
- decision trees
- data mining
- neural network