US Patent Issued to International Business Machines on Oct. 28 for "System-level control using tree-based regression with outlier removal" (New York Inventors)

ALEXANDRIA, Va., Oct. 28 -- United States Patent no. 12,456,070, issued on Oct. 28, was assigned to International Business Machines Corp. (Armonk, N.Y.).

"System-level control using tree-based regression with outlier removal" was invented by Dung Tien Phan (Pleasantville, N.Y.), Pavankumar Murali (Ardsley, N.Y.) and Lam Nguyen (Ossining, N.Y.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Aspects of the invention include training an optimal interpretable decision tree for regression using mixed-integer linear programming techniques. A non-limiting example computer-implemented method includes receiving, using a processor, input data that includes time-series data. The method further includes training, using a...