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.

Date of Patent:
Jul. 08, 2025

Filed:

Dec. 16, 2020
Applicant:

Amdocs Development Limited, Limassol, CY;

Inventors:

Eyal Felstaine, Herzliya, IL;

Gad Yitzhak Weissman, Hod Hasharon, IL;

Marina Ankri, Karnei Shomron, IL;

Nimrod Sandlerman, Ramat Gan, IL;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 18/214 (2023.01); G06F 18/24 (2023.01); G06N 20/00 (2019.01); G06V 30/242 (2022.01);
U.S. Cl.
CPC ...
G06F 18/2155 (2023.01); G06F 18/24 (2023.01); G06N 20/00 (2019.01); G06V 30/242 (2022.01);
Abstract

As described herein, a system, method, and computer program are provided for creating a new class of instances. A first dataset comprising a plurality of instances is obtained. A first AI engine is used to classify the plurality of instances into a plurality of classes. Each class of instances of the first dataset is associated with a respective action having a positive result or a lack of the positive result. A class is selected and the respective action is executed on instances of the class. Instances of the selected class for which the respective action resulted in a lack of the positive result are collected. The collection of instances are used to train an AI-model, and/or a second AI engine is used to classify the collection of instances, and/or a plurality of artificial instances are synthesized based on the collection of instances.


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