ALEXANDRIA, Va., April 7 -- United States Patent no. 12,596,934, issued on April 7, was assigned to WISTRON CORP. (New Taipei City, Taiwan).

"Prediction-model-building method, state prediction method and devices thereof" was invented by Yao-Tsung Chang (New Taipei City, Taiwan).

According to the abstract* released by the U.S. Patent & Trademark Office: "A prediction-model-building method includes: generating a plurality of pieces of augmented training data after a piece of training data with a missing item is determined; constituting a training dataset comprising pieces of training data without any missing item and the plurality of pieces of augmented training data; and building a prediction model based on the training dataset by a machin...