Weighted Random Sampling over Data Streams.
Pavlos S. EfraimidisPublished in: Algorithms, Probability, Networks, and Games (2015)
Keyphrases
- random sampling
- data streams
- sliding window
- reservoir sampling
- active learning
- sampling algorithm
- mining concept drifting data streams
- sample size
- random projections
- sampling procedure
- adaptive sampling
- streaming data
- random sample
- fixed size
- sampling methods
- stream data
- concept drift
- data sets
- random samples
- itemsets
- query by committee
- stratified sampling
- data distribution
- bloom filter
- lower bound