PALM: An Incremental Construction of Hyperplanes for Data Stream Regression.
Md Meftahul FerdausMahardhika PratamaSreenatha G. AnavattiMatthew A. GarrattPublished in: IEEE Trans. Fuzzy Syst. (2019)
Keyphrases
- data streams
- sliding window
- regression model
- model selection
- change detection
- streaming data
- hyperplane
- incremental learning
- concept drift
- linear regression
- data distribution
- stream data
- construction process
- transactional data
- continuous data streams
- distributed data streams
- support vector regression
- data stream management systems
- outlier detection
- palmprint
- itemsets
- least squares
- data points
- data stream mining
- linear features
- spatio temporal
- support vector
- data sets