PALM: An Incremental Construction of Hyperplanes for Data Stream Regression.
Mahardhika PratamaMd Meftahul FerdausSreenatha G. AnavattiMatthew A. GarrattPublished in: CoRR (2018)
Keyphrases
- data streams
- sliding window
- regression model
- streaming data
- data stream mining
- change detection
- incremental learning
- linear regression
- construction process
- transactional data
- simple linear
- concept drift
- data distribution
- support vector regression
- continuous data streams
- gaussian processes
- piecewise linear
- regression problems
- high speed data streams
- data sets
- massive data streams
- space efficient
- multi dimensional
- feature space
- support vector
- data mining