ALEXANDRIA, Va., March 12 -- United States Patent no. 12,248,874, issued on March 11, was assigned to VELOCITYEHS HOLDINGS INC. (Chicago).

"Automatic identification of lessons-learned incident records" was invented by Julia Penfield (Seattle) and Pulkit T. Parikh (Toronto).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods to classify incident report documents are disclosed, comprising inputting, a first type data entry of a document into a deep neural network (DNN); encoding, via the DNN, the first type data entry to output a densely embedded contextual vector representing contents of the first type data entry; generating, a list containing ordered data from a second type data entry of the do...