OLR-WA: Online Weighted Average Linear Regression in Multivariate Data Streams.
Mohammad Abu-ShairaAlejandro RodriguezGreg SpeegleVictor ShengIshfaq AhmadPublished in: BigData (2023)
Keyphrases
- linear regression
- weighted average
- data streams
- least squares
- multivariate regression
- regression problems
- regression methods
- online learning
- nonlinear regression
- ridge regression
- concept drift
- linear models
- linear regression model
- sliding window
- weighted sum
- kernel density estimators
- locally weighted
- streaming data
- regression method
- feature space