Knowledge discovery from data streams.
João GamaJesús S. Aguilar-RuizRalf KlinkenbergPublished in: Intell. Data Anal. (2008)
Keyphrases
- data streams
- knowledge discovery
- outlier detection
- sliding window
- concept drift
- databases
- sensor networks
- streaming data
- stream data
- text mining
- change detection
- data sets
- sensor data
- data mining
- mining data streams
- decision support
- association rules
- stream mining
- data streaming
- continuous data streams
- continuous queries
- formal concept analysis
- data analysis
- distributed data streams
- web mining
- interesting patterns
- data mining techniques
- conceptual clustering
- evolving data streams
- concept lattice
- data mining algorithms
- association rule mining
- frequent itemsets
- knowledge discovery in databases
- data mining and knowledge discovery
- stream processing
- high dimensional data streams
- knowledge discovery and data mining
- incoming data
- anytime algorithms
- limited memory
- real world
- machine learning
- data distribution
- itemsets