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:
Sep. 27, 2022

Filed:

Sep. 16, 2020
Applicant:

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

Inventors:

Shuyan Lu, Cary, NC (US);

Eugene Irving Kelton, Wake Forest, NC (US);

Yi-Hui Ma, Mechanicsburg, PA (US);

John H. Walczyk, III, Raleigh, NC (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 11/00 (2006.01); G06Q 20/40 (2012.01); G06N 3/04 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06T 11/001 (2013.01); G06N 3/04 (2013.01); G06N 20/00 (2019.01); G06Q 20/4016 (2013.01);
Abstract

A method, system, and computer program product for computer vision modeling are provided. The method identifies a set of transactions. A set of categorical behavior transaction types are determined for the set of transactions. The set of categorical behavior transaction types are mapped to a set of colors in a color coordinate system. The method scales color component values of the set of colors in the color coordinate system to generate a pattern of colorized units at intervals along a timespan of the set of transactions. The method generates a fraud detection model based on the set of transactions and the color component values.


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