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:
May. 02, 2023
Filed:
May. 28, 2021
Diveplane Corporation, Raleigh, NC (US);
Christopher James Hazard, Raleigh, NC (US);
Jacob David Beel, Raleigh, NC (US);
Yash Shah, Raleigh, NC (US);
Ravisutha Sakrepatna Srinivasamurthy, Raleigh, NC (US);
Michael Resnick, Raleigh, NC (US);
Diveplane Corporation, Raleigh, NC (US);
Abstract
Techniques for synthetic data generation in computer-based reasoning systems are discussed and include receiving a request for generation of synthetic data based on a set of training data cases. One or more focal training data cases are determined. For undetermined features (either all of them or those that are not subject to conditions), a value for the feature is determined based on the focal cases. In some embodiments, the generated synthetic data may be checked for similarity against the training data, and if similarity conditions are met, it may be modified (e.g., resampled), removed, and/or replaced.