US Patent Issued to National Yang Ming Chiao Tung University on May 26 for "Early classification method and electrical device for multi-objective optimization" (American, Taiwanese Inventors)

ALEXANDRIA, Va., May 26 -- United States Patent no. 12,639,571, issued on May 26, was assigned to National Yang Ming Chiao Tung University (Hsinchu City, Taiwan).

"Early classification method and electrical device for multi-objective optimization" was invented by Shin-Mu Tseng (Hsinchu City, Taiwan) and Gary Yen (Stillwater, Okla.).

According to the abstract* released by the U.S. Patent & Trademark Office: "An early classification method with multiple-objectives optimization is provided. The method includes: dividing time series data into multiple snippets; input a snippet into a first machine learning model to obtain a spatial feature vector; calculating, by a recurrent neural network, a current spatiotemporal feature vector according to...