Random Sampling for Continuous Streams with Arbitrary Updates.
Yufei TaoXiang LianDimitris PapadiasMarios HadjieleftheriouPublished in: IEEE Trans. Knowl. Data Eng. (2007)
Keyphrases
- random sampling
- reservoir sampling
- sliding window
- active learning
- sampling algorithm
- sample size
- data streams
- sampling procedure
- sampling methods
- random samples
- adaptive sampling
- random sample
- query by committee
- data sets
- robust estimator
- random projections
- model selection
- training set
- learning algorithm
- machine learning