SYSTEMS AND METHODS FOR DETECTING ANOMALOUS MACHINE OPERATIONS USING HYPERBOLIC EMBEDDINGS
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United States of America
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Mar 6, 2025
app pub date -
Aug 30, 2023
filing date -
Aug 30, 2023
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Abstract
A computer-implemented method for detecting anomaly of an operation of a machine based on a signal indicative of the operation of the machine performing a task, comprises collecting hyperbolic embeddings of the signal indicative of the operation of the machine. The hyperbolic embeddings lie in a hyperbolic space. The method further comprises performing the detection of the anomaly of the operation of the machine based on the hyperbolic embeddings to determine an anomaly score and rendering the anomaly score. The machine operation is controlled based on the rendered anomaly score.
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