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A general framework to increase the robustness of model-based change point detection algorithms to outliers and noise.

Xi C. ChenYuanshun YaoSichao ShiSnigdhansu ChatterjeeVipin KumarJames H. Faghmous
Published in: SDM (2016)
Keyphrases
  • noisy data
  • change point detection
  • missing data
  • learning algorithm
  • noise reduction
  • machine learning
  • data structure
  • computational complexity
  • high frequency
  • low frequency