公开(公告)号：US20210182803A1

公开(公告)日：2021-06-17

申请号：US16712772

申请日：2019-12-12

申请人： Intuit Inc.

发明人： Ido Meir Mintz ,  Alexander Zhicharevich ,  Shlomi Medalion ,  Tom Jacobe

IPC分类号： G06Q20/04 ,  G06N20/00 ,  G06N3/02 ,  G06F17/16

摘要： A method may include extracting, from a transaction, a routing transit number (RTN) and an account number, embedding the RTN to obtain an RTN vector, embedding the account number to obtain an account number matrix, combining, using a trained machine learning model, the RTN vector and the account number matrix to obtain a combined matrix, and classifying the account number as invalid. The classifying may include applying the trained machine learning model to the combined matrix.

公开(公告)号：US11989702B2

公开(公告)日：2024-05-21

申请号：US16712772

申请日：2019-12-12

申请人： Intuit Inc.

发明人： Ido Meir Mintz ,  Alexander Zhicharevich ,  Shlomi Medalion ,  Tom Jacobe

IPC分类号： G06Q20/04 ,  G06F17/16 ,  G06N3/02 ,  G06N20/00

CPC分类号： G06Q20/042 ,  G06F17/16 ,  G06N3/02 ,  G06N20/00

摘要： A method may include extracting, from a transaction, a routing transit number (RTN) and an account number, embedding the RTN to obtain an RTN vector, embedding the account number to obtain an account number matrix, combining, using a trained machine learning model, the RTN vector and the account number matrix to obtain a combined matrix, and classifying the account number as invalid. The classifying may include applying the trained machine learning model to the combined matrix.