ALEXANDRIA, Va., Feb. 26 -- United States Patent no. 12,236,431, issued on Feb. 25, was assigned to United Services Automobile Association (USAA) (San Antonio).
"Fraud detection using knowledge graphs" was invented by Vijay Jayapalan (San Antonio) and Jeffrey David Calusinski (San Antonio).
According to the abstract* released by the U.S. Patent & Trademark Office: "A system and method for tasks assistance using a learning module comprising a knowledge graph and associated graph neural network is disclosed. The system can represent data using a knowledge graph, and generate embeddings of the knowledge graph for detecting latent patterns in the data that may be obscured in a high dimensional representation of the data. The system can more r...