公开(公告)号：US12205046B2

公开(公告)日：2025-01-21

申请号：US17115373

申请日：2020-12-08

Applicant: ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE

Inventor： Myung-eun Lim ,  Do Hyeun Kim ,  Jae Hun Choi

IPC: G06N5/04 ,  G06F18/2113 ,  G06F18/213 ,  G06N3/084 ,  G06N20/20

Abstract: Disclosed is a device which includes a data manager, a learner, and a predictor. The data manager generates output data based on time-series data, receives device prediction results corresponding to the output data from the prediction devices, and calculates device errors based on the difference between device prediction results and time-series data. The learner may adjust a parameter group of a prediction model for generating device weights, based on device prediction results and device errors. The predictor generates the ensemble result of first and second device prediction results based on device weights.