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:
Nov. 02, 2021
Filed:
May. 28, 2019
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventor:
Ban Kawas, San Jose, CA (US);
Assignee:
International Business Machines Corporation, Armonk, NY (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G16B 40/20 (2019.01); G06N 20/00 (2019.01); G06K 9/62 (2006.01);
U.S. Cl.
CPC ...
G16B 40/20 (2019.02); G06K 9/6247 (2013.01); G06N 20/00 (2019.01); G06T 7/0012 (2013.01);
Abstract
A computer-implemented method according to one embodiment includes identifying principal components for a dataset defined by data instances and features corresponding to the data instances, identifying, for at least one of the data instances, at least some of the principal components, wherein the identified principal components are determined to be salient for said at least one data instance, and determining, for said at least one of the data instances, one or more salient features corresponding to the identified salient principal components.