US Patent Issued to International Business Machines on July 28 for "Automated drift detection in multidimensional data" (Irish Inventors)

ALEXANDRIA, Va., July 28 -- United States Patent no. 12,694,291, issued on July 28, was assigned to International Business Machines Corp. (Armonk, N.Y.).

"Automated drift detection in multidimensional data" was invented by Amadou Ba (Navan, Ireland), Bradley Eck (Dublin) and Duygu Kabakci Zorlu (Dublin).

According to the abstract* released by the U.S. Patent & Trademark Office: "Disclosed embodiments provide techniques for automated drift detection in multidimensional data. Disclosed embodiments utilize deep learning to estimate high-density regions of multidimensional, multivariate, and/or multimodal data and combine the results with hypothesis testing. A hypothesis of drift or no drift is tested using a mathematical test, and if drift i...