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. 19, 2026
Filed:
Dec. 12, 2023
International Business Machines Corporation, Armonk, NY (US);
Kahn Rhrissorrakrai, Middle Village, NY (US);
Filippo Utro, Pleasantville, NY (US);
Aldo Guzman Saenz, White Plains, NY (US);
Laxmi Parida, Mohegan Lake, NY (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
A computer-implemented method for data analysis is provided. The computer-implemented method includes splitting data into first and second training data and first and second test data, partitioning the first and second training data into first and second partitions, generating initial Betti curves for the first and second partitions, training a model to recognize Betti curves of the first and second data types on the initial Betti curves, adding each of the first and second test data to each of the first and second partitions to form new first and second partitions, generating new Betti curves for the new first and second partitions, having the model determine whether each of the first and second test data are likely to be first or second data types from new and initial Betti curve deviations and iteratively re-training the model based on determination accuracies.