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[ENH] Implement (s-)IDK² anomaly detector #2114

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SebastianSchmidl opened this issue Sep 27, 2024 · 0 comments · May be fixed by #2465
Open

[ENH] Implement (s-)IDK² anomaly detector #2114

SebastianSchmidl opened this issue Sep 27, 2024 · 0 comments · May be fixed by #2465
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anomaly detection Anomaly detection package enhancement New feature, improvement request or other non-bug code enhancement implementing algorithms Implementing new algorithms/estimators

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@SebastianSchmidl
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Describe the feature or idea you want to propose

IDK² and s-IDK² (sliding window) can be used for anomalous subsequence detection.

Describe your proposed solution

Implement both variants of IDK² directly in aeon:

Describe alternatives you've considered, if relevant

No response

Additional context

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@SebastianSchmidl SebastianSchmidl added enhancement New feature, improvement request or other non-bug code enhancement implementing algorithms Implementing new algorithms/estimators anomaly detection Anomaly detection package labels Sep 27, 2024
@SebastianSchmidl SebastianSchmidl changed the title [ENH] Implement (s-)DIK² anomaly detector [ENH] Implement (s-)IDK² anomaly detector Dec 20, 2024
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Labels
anomaly detection Anomaly detection package enhancement New feature, improvement request or other non-bug code enhancement implementing algorithms Implementing new algorithms/estimators
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