US Patent Issued to Analog Devices International UnLtd. on Nov. 18 for "Training of forecasting models for time series anomaly detection applications" (Irish Inventor)

ALEXANDRIA, Va., Nov. 18 -- United States Patent no. 12,475,014, issued on Nov. 18, was assigned to Analog Devices International UnLtd. Co. (Limerick, Ireland).

"Training of forecasting models for time series anomaly detection applications" was invented by Eoin Seamus Bolger (Limerick, Ireland).

According to the abstract* released by the U.S. Patent & Trademark Office: "Predicted observations within a first window are forecast by a predictor and a residual signal is calculated based on a difference between predicted observations and true observations. A gradient of the residual signal is determined indicative of a degree of divergence. When the gradient is outside a predetermined range, the predictor is retrained. Based on further predict...