The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Feb. 14, 2023
Filed:
Oct. 29, 2020
Applicant:
Uipco, Llc, San Antonio, TX (US);
Inventor:
Fredrick William Rodgers, Northlake, TX (US);
Assignee:
United Services Automobile Association (USAA), San Antonio, TX (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/21 (2019.01); G06F 16/215 (2019.01); G06N 20/00 (2019.01); G06F 17/18 (2006.01); G06T 11/20 (2006.01); G06F 16/22 (2019.01); G06N 3/02 (2006.01);
U.S. Cl.
CPC ...
G06F 16/215 (2019.01); G06F 16/2282 (2019.01); G06F 17/18 (2013.01); G06N 3/02 (2013.01); G06N 20/00 (2019.01); G06T 11/20 (2013.01);
Abstract
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.