Correction to: Journal of Intelligent Manufacturing https://doi.org/10.1007/s10845-020-01583-0
After publication, the authors realized that they failed to z-normalize the subsequences for BFDD, making it perform much worse than a correct implementation, such as detection on xmitdb_1108_2. Please download the correct BFDD code on the webpage “https://www.cs.ucr.edu/~eamonn/MatrixProfile.html”.
The authors appreciate Professor Keogh’s comments on the shortcomings of our results and his contributions to time series mining and benchmark data sets.
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Wang, W., Bao, J. & Li, T. Correction to: Bound smoothing based time series anomaly detection using multiple similarity measures. J Intell Manuf 32, 1791 (2021). https://doi.org/10.1007/s10845-020-01644-4
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DOI: https://doi.org/10.1007/s10845-020-01644-4