C-DenStream: Using Domain Knowledge on a Data Stream.
Carlos RuizErnestina Menasalvas RuizMyra SpiliopoulouPublished in: Discovery Science (2009)
Keyphrases
- domain knowledge
- data streams
- sliding window
- streaming data
- concept drift
- change detection
- domain experts
- continuous queries
- transactional data
- background knowledge
- outlier detection
- data distribution
- prior knowledge
- data sets
- distributed data streams
- space efficient
- stream data
- domain specific knowledge
- continuous stream
- domain theory
- knowledge sources
- massive data streams
- frequent itemsets
- training data
- itemsets
- control knowledge
- stream mining
- data streaming
- high speed data streams
- high level declarative
- domain models
- limited memory
- query optimization
- learning algorithm