Concept Drift Detector in Data Stream Mining

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Jorge Casillas, Shuo Wang, Xin Yao, Concept Drift Detection in Histogram-Based Straightforward Data Stream Classification, 6th International Workshop on Data Science and Big Data Analytics, IEEE International Conference on Data Mining, November 17-20, 2018 - Singapore

This presentation shows a novel algorithm to accurately detect changes in non-stationary data streams in a very efficiently way.

If you want to know how the yacare caiman, the cheetah and the racer snake are related to this research, do not stop watching the video!

  1. Jorge Casillas
  2. data streams
  3. time series
  4. concept drift
  5. change detection
  6. non-stationary data
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