Reservoir Pattern Sampling in Data Streams.
Arnaud GiacomettiArnaud SouletPublished in: ECML/PKDD (1) (2021)
Keyphrases
- data streams
- reservoir sampling
- random sampling
- sampling algorithm
- sensor networks
- sliding window
- pattern matching
- streaming data
- concept drift
- data distribution
- stream data
- monte carlo
- sampling strategy
- sampling methods
- fixed size
- limited memory
- data sets
- sampling strategies
- pattern discovery
- itemsets
- active learning
- mining data streams
- multiple data streams
- distributed data streams
- oil production
- pattern detection
- associative memory
- parameter space
- change detection
- query optimization
- sample size
- data mining