Reducing the Dimensionality of Data Streams using Common Sense.
Catherine HavasiJason B. AlonsoRobyn SpeerPublished in: Collaboratively-Built Knowledge Sources and AI (2010)
Keyphrases
- data streams
- sliding window
- data sets
- high dimensional
- streaming data
- stream data
- feature space
- dimensionality reduction
- sensor networks
- change detection
- significantly reduced
- concept drift
- data distribution
- mining data streams
- multiple data streams
- real time
- multi dimensional
- intrinsic dimensionality
- data streaming
- continuous data streams
- sensor data
- feature extraction
- stream processing
- high speed data streams