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.
Patent No.:
Date of Patent:
Aug. 04, 2020
Filed:
Nov. 09, 2017
Wolters Kluwer Elm Solutions, Inc., Houston, TX (US);
Abhishek Mittal, Clark, NJ (US);
Anand K. Ramteke, Edison, NJ (US);
Sandeep Sacheti, Edison, NJ (US);
Jeetu Gupta, New York, NY (US);
Florence Merceron, New York, NY (US);
Sharon Horozaniecki, Minneapolis, MN (US);
WOLTERS KLUWER ELM SOLUTIONS, INC., Houston, TX (US);
Abstract
A description of a machine learning (ML) model is received, with the ML model including multiple features such as an unlikely combination feature, which corresponds to a first attribute to be located in an invoice and a second attribute to be located the invoice concurrently with the first attribute. Training data is received, including (i) invoice data with multiple invoices, each including the first attribute and the second attribute, and respective values of the first attribute and the second attribute, and (ii) validity data including indications of which of the invoices are valid and which of the invoices are invalid. The ML model is trained using the training data using the ML model. The training includes applying the values of the attributes to the unlikely combination feature. The ML model is applied to an invoice to be validated to determine a probability that the invoice is invalid.