ALEXANDRIA, Va., Sept. 10 -- United States Patent no. 12,412,076, issued on Sept. 9, was assigned to JINAN UNIVERSITY (Guangzhou, China).
"Traffic anomaly detection method and system based on improved BERT integrating contrastive learning" was invented by Feiran Huang (Guangzhou, China), Jinming Zhong (Guangzhou, China), Zhibo Zhou (Guangzhou, China) and Jian Weng (Guangzhou, China).
According to the abstract* released by the U.S. Patent & Trademark Office: "A traffic anomaly detection method and system based on improved BERT integrating contrastive learning is provided, the method includes: obtaining traffic data and preprocessing the data; building an improved BERT model including an embedding layer and 12 Transformer encoder networks; ...