US Patent Issued to INTERNATIONAL BUSINESS MACHINES on Sept. 9 for "Machine learning based approach for identification of extremely rare events in high-dimensional space" (Indian, Thai Inventors)

ALEXANDRIA, Va., Sept. 10 -- United States Patent no. 12,412,093, issued on Sept. 9, was assigned to INTERNATIONAL BUSINESS MACHINES Corp. (Armonk, N.Y.).

"Machine learning based approach for identification of extremely rare events in high-dimensional space" was invented by Sanket Jain (Gurgaon, India), Kumar Apurva (Patna, India) and Vikram Yadav (Param, Thailand).

According to the abstract* released by the U.S. Patent & Trademark Office: "Methods and systems for using machine learning to identify extremely rare events in high-dimensional space are disclosed. A method includes: identifying, by a computing device, a plurality of derived attributes using an external data source; selecting, by the computing device, a plurality of key perfor...