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.

Date of Patent:
Oct. 07, 2025

Filed:

Apr. 20, 2021
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Karan Manoj Samel, Pleasanton, CA (US);

Dharmashankar Subramanian, White Plains, NY (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/2458 (2019.01); G06F 16/242 (2019.01); G06F 16/248 (2019.01); G06N 5/025 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 16/2477 (2019.01); G06F 16/2423 (2019.01); G06F 16/248 (2019.01); G06N 20/00 (2019.01); G06N 5/025 (2013.01);
Abstract

A computer-implemented method of discovering a composite durational event structure through temporal logic includes identifying a plurality of temporally related atomic events from temporal data trajectories of a multivariate dataset according to a definition of an atomic event predicate. At least one composite event having a durational event structure of at least some of the plurality of the temporally related atomic events is discovered by machine learning. An action is performed that is selected from a predetermined list associated with the composite event.


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