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(dynamic alert thresholds): Integrate smoothed slopes with matrix profile #1668

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aayush-se opened this issue Dec 20, 2024 · 0 comments
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@aayush-se
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  • Use the smoothed slopes of the matrix profiles and combine them with the matrix profile in some actionable way to improve the signal of an anomaly vs less concrete blips
  • Use it as some sort of coefficient (multiplicative) or bias (additive) with the matrix profile
  • Need to ensure this works for both batch and streaming case (standardization, calculating slope, thresholds, etc)
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