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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.:

US 12579480 B1

PDFFull Text
Date of Patent:
Mar. 17, 2026

Filed:

Sep. 29, 2022

Systems and methods to generate data messages indicating a probability of execution for data transaction objects using machine learning

Applicant:

Nasdaq, Inc., New York, NY (US);

Inventors:

Keon Shik Kim, Cambridge, MA (US);

Josep Puig Ruiz, Boston, MA (US);

Douglas Hamilton, Boston, MA (US);

Assignee:

Nasdaq, Inc., New York, NY (US);

Attorney:

NIXON & VANDERHYE P.C.

Primary Examiner:

Srirama Channavajjala

Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 18/231 (2023.01); G06F 18/2321 (2023.01); G06N 3/00 (2023.01); G06N 3/02 (2006.01); G06N 3/08 (2023.01); G06N 3/088 (2023.01); G06N 3/126 (2023.01); G06N 7/01 (2023.01); G06N 20/10 (2019.01); G06N 20/20 (2019.01); H04L 41/16 (2022.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 18/231 (2023.01); G06F 18/2321 (2023.01); G06N 3/02 (2013.01); G06N 3/08 (2013.01); G06N 3/088 (2013.01); G06N 3/126 (2013.01); G06N 7/01 (2023.01); G06N 20/10 (2019.01); H04L 41/16 (2013.01);
Abstract

A computer system includes a transceiver that receives over a data communications network different types of input data and multiple data transaction objects from multiple source nodes. A pre-processor processes the different types of input data and the data transaction objects to generate an input data structure. Based on the input data structure, one or more predictive machine learning models is trained and used to predict a probability of execution of each of the data transaction objects at a future execution time. Output data messages are then generated for transmission by the transceiver over the data communications network indicating the probability of execution for at least one of the data transaction objects at the future execution time.

Find Patent Forward Citations

Kim, Keon. (2026). Systems and methods to generate data messages indicating a probability of execution for data transaction objects using machine learning (U.S. Patent No. 12579480). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12579480

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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