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Machine-learning based record processing systems

Grant US12596963B2 Kind: B2 Apr 07, 2026

Assignee

Capital One Services, LLC

Inventors

Gunther Havel, John Wilson, Ashwin Assysh Sharma

Abstract

Aspects described herein may allow unmatched records in databases be matched automatically. For example, a computing device may receive source records and target records to be matched together. The computing device may determine, based on a machine learning model and for each of the plurality of target records, a distance value between the respective target record, and a subset of the plurality of source records. A matched record that identifies the subset of the plurality of source records and a selected one or more target records may be generated. The matched record may be configured to update records in a database.

CPC Classifications

G06N 20/00 G06N 20/20 G06Q 20/389 G06F 18/2113 G06F 18/22

Filing Date

2022-07-06

Application No.

17858581

Claims

20