US Patent 11580081 System and method for large scale anomaly detection

Patent 11580081 was granted and assigned to United Services Automobile Association on February, 2023 by the United States Patent and Trademark Office.

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Is a

Patent

Patent attributes

Current Assignee

United Services Automobile Association

Patent Jurisdiction

United States Patent and Trademark Office

Patent Number

115800810

Date of Patent

February 14, 2023

Patent Application Number

170834380

Date Filed

October 29, 2020

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Patent Primary Examiner

CPC Code

A system and method for detecting anomalies in very large datasets is disclosed. The method includes calculating statistics for data elements in a data set over a range of time periods. These statistics are arranged into a 2D array and analyzed using a machine learning algorithm to detect anomalous regions. The method also includes steps of analyzing time series of the data based on detected anomalous regions, correcting any errors in the datasets, and storing the corrected values in a separate database to maintain data integrity.