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OA-Streams: Anomaly Prediction - Approach #2 #885

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Tracked by #886
detlefarend opened this issue Dec 4, 2023 · 0 comments
Open
Tracked by #886

OA-Streams: Anomaly Prediction - Approach #2 #885

detlefarend opened this issue Dec 4, 2023 · 0 comments
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enhancement New feature or request OA Online adaptivitiy research Research topic

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detlefarend commented Dec 4, 2023 •
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Description/Motivation
Anomaly prediction can be used to predict an anomaly before it occures. One of the applications is predictive maintenance.

Another approach could be based on a standard anomaly detector combined with a self-organizing state-based system or automata with discrete (univariate) states:

Automata-based Anomaly Prediction drawio

See also
#886
#750
@detlefarend detlefarend added OA Online adaptivitiy research Research topic and removed OA Online adaptivitiy labels Dec 4, 2023
@detlefarend detlefarend mentioned this issue Dec 4, 2023
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@detlefarend detlefarend added the enhancement New feature or request label Dec 4, 2023
@detlefarend detlefarend mentioned this issue Dec 4, 2023
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enhancement New feature or request OA Online adaptivitiy research Research topic
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