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. 22, 2022
Filed:
Jul. 29, 2021
Intec Billing, Inc., Atlanta, GA (US);
Ashish Agrawal, Bangalore, IN;
Swaroop Rajendra, Bangalore, IN;
Meghana Holemadlu Murthy, Mysore, IN;
Meenakshi Ambaram Ragavan, Bangalore, IN;
Intec Billing, Inc., Atlanta, GA (US);
Abstract
A machine learning (ML) model is created via training or re-training one or more ML algorithms using past release(s) data (e.g., data comprising of requirements and corresponding test cases). The ML model comprises various clusters and these clusters are dynamically created every time when the ML model is trained (or retrained). One or more requirements exist in each cluster, and each requirement has one or more test cases associated with it. New requirements are mapped to a particular cluster and then test cases are compared against a universe of other test cases to determine whether to add a particular test case to a list of test cases that test the new requirement.