ALEXANDRIA, Va., Jan. 20 -- United States Patent no. 12,530,635, issued on Jan. 20, was assigned to PROJECT44 LLC (Chicago).

"Machine learning technologies for predicting dwell time" was invented by Matthew George Dzugan (Forest Park, Ill.) and Asha Anju (Los Altos, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems, methods, and computer-readable medium storing instructions for using a machine learning to predict dwell times for shipments along routes are described herein. The method, system, or instructions may include training the machine learning model using training data, storing the machine learning model in a memory, accessing route data of a shipment of interest, analyzing the route data u...