Reservoir Pattern Sampling in Data Streams.

Arnaud Giacometti Arnaud Soulet

Published 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