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:
Jun. 07, 2022

Filed:

Jul. 20, 2020
Applicant:

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

Inventors:

Balaji Rishi Sundarajan, Hyderabad, IN;

Sharath C Athrey, Bangalore, IN;

Mohan Nagraj Dani, Bangalore, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 40/04 (2012.01); G06Q 20/40 (2012.01); G06N 20/00 (2019.01); G06T 11/20 (2006.01);
U.S. Cl.
CPC ...
G06Q 40/04 (2013.01); G06N 20/00 (2019.01); G06Q 20/4016 (2013.01); G06T 11/206 (2013.01);
Abstract

An approach for training a machine learning model to detect market abuse patterns based on graphical images is disclosed. The approach comprises of creating trade event graphical images based on one or more rules and creating trade risk event graphical images represented by one or more horizontal lines and one or more vertical lines wherein the one or more vertical lines are based on unstructured data. The approach trains a model of a machine learning network to detect market abuse patterns based on the trade event graphical images and the trade risk event graphical images.


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