Fast Similarity Search in the Presence of Longitudinal Scaling in Time Series Databases

@inproceedings{Keogh1997FastSS,
  title={Fast Similarity Search in the Presence of Longitudinal Scaling in Time Series Databases},
  author={Eamonn J. Keogh},
  booktitle={ICTAI},
  year={1997}
}
The problem of finding patterns of interest in time series databases (query by content) is an important one, with applications in virtually every field of science. A variety of approaches have been suggested. These approaches are robust to noise, offset translation. and amplitude scaling to varying degrees. However, they are all extremely sensitive to scaling in the time axis (longitudinal scaling). We present a method for similarity search that is robust to scaling in the time axis, in… CONTINUE READING
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