Contextual One-Class Classification in Data Streams.
Richard Hugh MoultonHerna L. ViktorNathalie JapkowiczJoão GamaPublished in: CoRR (2019)
Keyphrases
- data streams
- sliding window
- contextual information
- streaming data
- concept drift
- stream data
- data sets
- sensor networks
- novelty detection
- continuous queries
- outlier detection
- sensor data
- continuous data streams
- change detection
- mining data streams
- data mining
- distributed data streams
- speaker verification
- data distribution
- data streaming
- evolving data streams
- context dependent
- incoming data
- contextual knowledge
- limited memory
- stream processing
- database
- machine learning
- real time