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A Martingale Framework for Detecting Changes in Data Streams by Testing Exchangeability.

Shen-Shyang HoHarry Wechsler
Published in: IEEE Trans. Pattern Anal. Mach. Intell. (2010)
Keyphrases
  • data streams
  • main contribution
  • change detection
  • sliding window
  • data sets
  • artificial intelligence
  • case study
  • theoretical framework
  • databases
  • database systems
  • probabilistic model
  • lightweight
  • conceptual framework