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. 03, 2026
Filed:
Nov. 07, 2022
International Business Machines Corporation, Armonk, NY (US);
Shaikh Shahriar Quader, Oshawa, CA;
Piotr Mierzejewski, Markham, CA;
Mona Nashaat Ali Elmowafy, Edmonton, CA;
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Abstract
Classification of erroneous cell data includes using at least one transformation function, the at least one transformation function determined based on correlations of observed cell data to correct call data, to automatically generate training examples that correlate erroneous data values to correct data values as informed by the at least one transformation function; augmenting an initial training set of labeled training examples with the generated training examples to produce an augmented training set; and training a machine learning model using the augmented training set to classify observed cell data based on a comparison between the observed cell data and data that the machine learning model predicts.