Toward Mining Capricious Data Streams: A Generative Approach.
Yi HeBaijun WuDi WuEge BeyazitSheng ChenXindong WuPublished in: IEEE Trans. Neural Networks Learn. Syst. (2021)
Keyphrases
- data streams
- stream mining
- continuous data streams
- multiple data streams
- itemsets
- data stream mining
- mining data streams
- frequent itemsets
- closed frequent itemsets
- frequent closed itemsets
- knowledge discovery
- data mining
- streaming data
- pattern mining
- sliding window
- generative model
- data sets
- web mining
- change detection
- distributed data streams
- text mining
- sensor networks
- continuous queries
- stream data
- mining frequent itemsets
- high speed data streams
- maximal frequent itemsets
- stream data mining
- limited memory
- mining algorithm
- data mining methods
- sequential patterns
- data distribution
- unsupervised learning
- data driven
- interesting patterns
- concept drift
- evolving data streams
- sensor data
- data mining techniques
- website