公开(公告)号：US11645686B2

公开(公告)日：2023-05-09

申请号：US16210070

申请日：2018-12-05

Applicant: SAP SE

Inventor： Truc Viet Le ,  Sean Saito ,  Chaitanya Krishna Joshi ,  Rajalingappaa Shanmugamani

IPC: G06Q30/04 ,  G06N20/00 ,  G06F18/2411 ,  G06F18/22 ,  G06V30/418

CPC classification number: G06Q30/04 ,  G06F18/22 ,  G06F18/2411 ,  G06N20/00 ,  G06V30/418

Abstract: Methods, systems, and computer-readable storage media for providing, by a machine learning (ML) platform, a first binary classifier, processing, by the first binary classifier a super-set of invoices to provide a plurality of sets of invoices based on matching pairs of invoices in the super-set of invoices, providing, by the ML platform, a second binary classifier, processing, by the second binary classifier, a bank statement and the plurality of sets of invoices to define two or more super-invoices based on aggregate features of invoices in the plurality of sets of invoices, and match the bank statement to a super-invoice of the two or more super-invoices, and outputting a match of the bank statement to the super-invoice.

公开(公告)号：US20200184281A1

公开(公告)日：2020-06-11

申请号：US16210070

申请日：2018-12-05

Applicant: SAP SE

Inventor： Truc Viet LE ,  Sean Saito ,  Chaitanya Krishna Joshi ,  Rajalingappaa Shanmugamani

IPC: G06K9/62 ,  G06Q30/04 ,  G06N20/00

Abstract: Methods, systems, and computer-readable storage media for providing, by a machine learning (ML) platform, a first binary classifier, processing, by the first binary classifier a super-set of invoices to provide a plurality of sets of invoices based on matching pairs of invoices in the super-set of invoices, providing, by the ML platform, a second binary classifier, processing, by the second binary classifier, a bank statement and the plurality of sets of invoices to define two or more super-invoices based on aggregate features of invoices in the plurality of sets of invoices, and match the bank statement to a super-invoice of the two or more super-invoices, and outputting a match of the bank statement to the super-invoice.