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Detecting concept change in dynamic data streams - A sequential approach based on reservoir sampling.

Russel PearsSripirakas SakthithasanYun Sing Koh
Published in: Mach. Learn. (2014)
Keyphrases
  • reservoir sampling
  • data streams
  • random sampling
  • sampling algorithm
  • data sets
  • sliding window
  • concept drift
  • fixed size
  • website
  • bloom filter
  • machine learning
  • database systems
  • itemsets
  • sequential pattern mining