公开(公告)号：US20210174229A1

公开(公告)日：2021-06-10

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 ,  G06N20/00

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.

公开(公告)号：US20160218992A1

公开(公告)日：2016-07-28

申请号：US14791976

申请日：2015-07-06

Applicant: Electronics and Telecommunications Research Institute

Inventor： Yong Geun HONG ,  Young Hwan CHOI ,  Do Hyeun KIM ,  Hyoung Jun KIM ,  Myung Ki SHIN

IPC: H04L12/911

CPC classification number: H04L67/12 ,  H04L61/103 ,  H04L67/02 ,  H04W4/70

Abstract: Provided is a constrained application protocol (CoAP) communication method and a system for performing the method, wherein the method includes receiving a POST message for a registration request, verifying whether the registration request is valid in response to the POST message, extracting a unit identifier (ID) of at least one resource associated with a node from a message payload of the POST message, and returning a response message.

Abstract translation: 提供了一种约束应用协议（CoAP）通信方法和用于执行该方法的系统，其中该方法包括：接收用于注册请求的POST消息，验证该注册请求是否响应该POST消息有效，提取单元标识符 （ID）与POST消息的消息有效载荷中的与节点相关联的至少一个资源，并且返回响应消息。