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:
Feb. 18, 2025

Filed:

Jul. 30, 2021
Applicant:

Intuit Inc., Mountain View, CA (US);

Inventors:

Runhua Zhao, Milpitas, CA (US);

Vinay Patlolla, Daly City, CA (US);

Nikolas Terani, Los Angeles, CA (US);

Taylor J. Cressy, Los Angles, CA (US);

Henry Venturelli, Los Angeles, CA (US);

Assignee:

Inuit Inc., Mountain View, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 40/00 (2023.01); G06F 16/338 (2019.01); G06Q 20/40 (2012.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06Q 20/4016 (2013.01); G06F 16/3347 (2019.01); G06F 16/338 (2019.01); G06F 16/353 (2019.01); G06N 20/00 (2019.01);
Abstract

A method may include generating a vector from unstructured data included in an untransformed transaction, and determining, for the vector, a cluster ID of cluster IDs by matching the vector with a matching cluster vector of cluster vectors. The method may further include generating a query using the cluster ID and the untransformed transaction, and transforming, using the cluster IDs, untransformed transactions to transformed transactions. The transformed transactions may each include a cluster ID. The method may further include generating, using the query, a query result from features of the transformed transactions, generating a fraud score using the query result, and presenting the fraud score and the cluster ID.


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