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Feature request: Implement Matrix Profile XXI (MERLIN algorithm for anomalies) #29

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udf2457 opened this issue Jun 20, 2021 · 0 comments

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udf2457 commented Jun 20, 2021

See Matrix Profile XXI: MERLIN: Parameter-Free Discovery of Arbitrary Length Anomalies in Massive Time Series Archives. Takaaki Nakamura, Makoto Imamura, Ryan Mercer and Eamonn Keogh. ICDM 2020 [pdf,author's Matlab reference implementation]

Key benefit (as per paper authors):

Existing MP detects anomalies as a by-product of the motif discovery process of MP. Therefore existing MP is more computationally intensive than is required if your goal is anomaly detection rather than motifs.

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