An efficient and accurate method for evaluating time series similarity

@inproceedings{Morse2007AnEA,
  title={An efficient and accurate method for evaluating time series similarity},
  author={Michael D. Morse and Jignesh M. Patel},
  booktitle={SIGMOD Conference},
  year={2007}
}
A variety of techniques currently exist for measuring the similarity between time series datasets. Of these techniques, the methods whose matching criteria is bounded by a specified ε threshold value, such as the LCSS and the EDR techniques, have been shown to be robust in the presence of noise, time shifts, and data scaling. Our work proposes a new algorithm, called the Fast Time Series Evaluation (FTSE) method, which can be used to evaluate such threshold value techniques, including LCSS and… CONTINUE READING
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