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:
Aug. 25, 2026
Filed:
Jan. 25, 2019
Applicant:
Optum Services (Ireland) Limited, Dublin, IE;
Inventors:
Damian Kelly, Kildare, IE;
Julie Zhu, Minnetonka, MN (US);
Assignee:
Optum Services (Ireland) Limited, Dublin, IE;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/28 (2019.01); G06F 18/213 (2023.01); G06F 18/2433 (2023.01); G06N 3/088 (2023.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 16/285 (2019.01); G06F 16/287 (2019.01); G06F 18/213 (2023.01); G06F 18/2433 (2023.01); G06N 3/088 (2013.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01);
Abstract
Various embodiments provide systems and methods for detecting data abnormalities within data sets relating to a particular agent and comprising both discrete and continuous data features by encoding the one or more discrete features and generating a sequential feature vector representative of both the encoded discrete features and the continuous features, reducing the dimensionality of the generated sequential feature vector to generate a reduced dimension behavioral vector, and comparing the reduced dimension behavioral vector against other reduced dimension behavioral vectors.