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OA: New generic cluster-based anomaly detector 'Deformation' #1132

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3 of 12 tasks
detlefarend opened this issue Feb 11, 2025 · 1 comment · May be fixed by #1146
Open
3 of 12 tasks

OA: New generic cluster-based anomaly detector 'Deformation' #1132

detlefarend opened this issue Feb 11, 2025 · 1 comment · May be fixed by #1146
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@Devindi97
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enhancement New feature or request OA Online adaptivitiy

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@detlefarend
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detlefarend commented Feb 11, 2025 •
edited by Devindi97
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Description/Motivation
A new cluster-based anomaly detector for the particular cluster anomaly 'Deformation' shall be implemented.

Task list

  • 1 New anomaly classes
    • 1.1 New class ClusterDeformation (parent: CBAnomaly)
    • 1.2 New class ClusterReformation (parent: CBAnomaly)
  • 2 New class ClusterDeformationDetector (parent: AnomalyDetectorCB)
    • 2.1 New module to host the new class
    • 2.2 Implementation of new detector algorithm
    • 2.3 Extension of init.py
  • 3 Meaningful howtos
  • 4 Documentation (RTD)
    • 4.1 Sub-topic in section MLPro-OA
    • 4.2 API + class diagram
    • 4.3 Howtos

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@detlefarend detlefarend added the enhancement New feature or request label Feb 11, 2025
@detlefarend
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@Devindi97 fyi: I just added a task for the second anomaly 'ClusterReformation'

@detlefarend detlefarend added the OA Online adaptivitiy label Feb 11, 2025
@detlefarend detlefarend linked a pull request Feb 12, 2025 that will close this issue
Final changes in v2.0.0 (5) #1136
Merged
@detlefarend detlefarend removed a link to a pull request Feb 12, 2025
Final changes in v2.0.0 (5) #1136
Merged
@detlefarend detlefarend linked a pull request Mar 4, 2025 that will close this issue
Cluster-based anomaly and drift detection #1146
Draft
@detlefarend detlefarend changed the title OA: New cluster-based anomaly detector 'Deformation' OA: New generic cluster-based anomaly detector 'Deformation' Mar 4, 2025
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enhancement New feature or request OA Online adaptivitiy
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Cluster-based anomaly and drift detection fhswf/MLPro
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@detlefarend @Devindi97