ALEXANDRIA, Va., April 7 -- United States Patent no. 12,596,963, issued on April 7, was assigned to Capital One Services LLC (McLean, Va.).

"Machine-learning based record processing systems" was invented by Gunther Havel (Portsmouth, N.H.), John Wilson (Richmond, Va.) and Ashwin Assysh Sharma (Minneapolis).

According to the abstract* released by the U.S. Patent & Trademark Office: "Aspects described herein may allow unmatched records in databases be matched automatically. For example, a computing device may receive source records and target records to be matched together. The computing device may determine, based on a machine learning model and for each of the plurality of target records, a distance value between the respective target rec...