ALEXANDRIA, Va., Jan. 20 -- United States Patent no. 12,531,885, issued on Jan. 20, was assigned to ThetaRay Ltd. (Hod HaSharon, Israel).
"System and method for identifying the cause of an undesirable event" was invented by Amir Averbuch (Hod HaSharon, Israel) and David Segev (Hod HaSharon, Israel).
According to the abstract* released by the U.S. Patent & Trademark Office: "Methods that rate (i.e., ranks) the parameters (features) that cause a specific abnormal behavior to occur. It is assumed that the anomalies have already been detected by other anomaly detection methods. A method uses an algorithm based on the underlying potential of the diffusion process that is used in Diffusion Maps to reduce the dimensionality of the data. The grad...