Known nearest neighbor (KNN)

US10304129B2 · kind B2 · utility

Assignee

• American Express Travel Related Services Company, Inc. · US

Inventors

• Madhu Sudhan Reddy Gudur · Phoenix, US
• Vinod Yadav · Phoenix, US
• Satish Narayanan · Ellington, US
• Harish R. Naik · Phoenix, US
• Anand Bhushan · New York, US
• Amber Gupta · New York, US
• Sanjay S. Gwalani · New York, US

Key dates

• Filing date: May 24, 2018
• Grant date: May 28, 2019
• Expiry date: May 24, 2038

Classification

• Technology area (CPC G): Physics
• CPC primary: G06F13/4068
• WIPO field: Computer technology
• WIPO sector: Electrical engineering

Abstract

Systems and methods of improving the operation of a transaction network and transaction network devices is disclosed. A lightning KNN host may comprise various modules and engines as discussed herein wherein lookalike records may be identified whereby the speed of the lightning KNN network may be enhanced and the accuracy and precision of results improved whereby the transaction network more properly functions according to approved parameters.