Area-to-point kernel regression on streaming data.
Alexei PozdnoukhovChristian KaiserPublished in: GIS-IWGS (2011)
Keyphrases
- streaming data
- kernel regression
- data streams
- concept drift
- sliding window
- regression model
- nadaraya watson
- data distribution
- anomaly detection
- linear regression
- regression methods
- non stationary
- high dimensional data
- training data
- supervised learning
- conditional random fields
- least squares
- control system
- evolutionary algorithm