Invention Grant
- Patent Title: Methods and systems for detecting transaction laundering
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Application No.: US16736668Application Date: 2020-01-07
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Publication No.: US11651462B2Publication Date: 2023-05-16
- Inventor: Michael Hsiang Tsung , Tselmeg Otgonbayar Shponko , Ratinder Bedi , Girish Ramachandran , Martin Charles Elliott
- Applicant: Visa International Service Association
- Applicant Address: US CA San Francisco
- Assignee: Visa International Service Association
- Current Assignee: Visa International Service Association
- Current Assignee Address: US CA San Francisco
- Agency: Schwabe, Williamson & Wyatt, PC
- Main IPC: G06N20/00
- IPC: G06N20/00 ; G06Q50/26 ; G06Q20/40 ; G06N20/20 ; G06Q30/018 ; G06F18/214 ; G06F18/2413 ; G06F18/243

Abstract:
Methods and systems are described. A method includes accessing training data samples that includes a plurality of transaction laundering associated features and generating random samples, training a first plurality of different models to identify transaction laundering merchants based on random samples generated from each of the training data samples, training a second plurality of different models to identify the transaction laundering merchants based on the training data, generating a transaction laundering classification for a merchant from each of the first plurality of models and each of the second plurality of models, generating a first model group classification based on a first majority vote on transaction laundering classifications from the first plurality of models, and generating a second model group classification based on a second majority vote on transaction laundering classifications from the second plurality of models. A likelihood that the merchant is a transaction launderer is determined.
Public/Granted literature
- US20210209613A1 METHODS AND SYSTEMS FOR DETECTING TRANSACTION LAUNDERING Public/Granted day:2021-07-08
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