ALEXANDRIA, Va., Feb. 3 -- United States Patent no. 12,541,724, issued on Feb. 3, was assigned to Salesforce Inc. (San Francisco).
"Systems and methods for time-series forecasting" was invented by Gerald Woo (Singapore), Chenghao Liu (Singapore), Doyen Sahoo (Singapore) and Chu Hong Hoi (Singapore).
According to the abstract* released by the U.S. Patent & Trademark Office: "A method includes receiving, via a data interface, a training dataset of time-series data samples; and generating, by an encoder of a representation training model, intermediate representations of a training data sample from the training dataset. One or more trend feature representations are generated based on the intermediate representations. One or more seasonal feat...