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:
Jan. 06, 2026
Filed:
Nov. 09, 2021
Applicant:
Bentley Systems, Incorporated, Exton, PA (US);
Inventors:
André Villemaire, Quebec, CA;
Simon Savary, Quebec, CA;
Marc-André Gardner, Quebec, CA;
Olivier Bloch, Beauport, CA;
Assignee:
Bentley Systems, Incorporated, Exton, PA (US);
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 18/21 (2023.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 18/2178 (2023.01);
Abstract
In example embodiments, a hybrid classification/anomaly machine learning architecture is provided that combines a classification model and an anomaly model to perform an engineering task. The classification model and the anomaly model may be used in parallel, and their inference results compared, with their consistency used to improve confidence, and their inconsistency used to detect when additional training or other improvement is required and to capture data useful in such additional training/improvement.