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Unveiling dynamics changes: Singular spectrum analysis-based method for detecting concept drift in industrial data streams.

Yuyan ZhangZhe LiuChunjie YangXiaoke HuangSiwei LouHanwen ZhangDuojin Yan
Published in: Knowl. Based Syst. (2024)
Keyphrases
  • concept drift
  • data streams
  • streaming data
  • sliding window
  • database systems
  • preprocessing
  • similarity measure
  • classification accuracy
  • support vector machine svm
  • non stationary
  • classification algorithm