公开(公告)号：US20190138749A1

公开(公告)日：2019-05-09

申请号：US16179424

申请日：2018-11-02

Applicant: Electronics and Telecommunications Research Institute

Inventor： Young Min KIM ,  Yeon Hee LEE ,  Sun Jin KIM ,  Hong Kyu PARK ,  Se Won OH ,  Nae Soo KIM ,  Woong Shik YOU ,  Cheol Sig PYO

IPC: G06F21/62

Abstract: The present invention is directed to providing a total periodic de-identification management apparatus capable of setting de-identification and degrees of adequacy of non-identified data as unit components, providing work flow information so that an operator can select desired unit components, and performing de-identification to correspond to total periodic work flow parsing information including the combination of the unit components selected by the operator.

公开(公告)号：US20200097850A1

公开(公告)日：2020-03-26

申请号：US16564400

申请日：2019-09-09

Applicant: ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE ,  KOREA ATOMIC ENERGY RESEARCH INSTITUTE

Inventor： Ji Hoon BAE ,  Gwan Joong KIM ,  Soon Sung MOON ,  Jin Ho PARK ,  Bong Su YANG ,  Do Yeob YEO ,  Se Won OH ,  Doo Byung YOON ,  Jeong Han LEE ,  Seong Ik CHO ,  Nae Soo KIM ,  Cheol Sig PYO

IPC: G06N20/00

Abstract: An apparatus/method for extracting multiple features from time series data collected from a plurality of sensors and for performing transfer learning on them. There is provided an apparatus including: a multi-feature extraction unit for extracting multiple features from a data stream for each sensor inputted from the plurality of sensors; a transfer-learning model generation unit for extracting useful multi-feature information from a learning model which has finished pre-learning, for the multiple features for forwarding the extracted multi-feature information to a multi-feature learning unit to generate a learning model that performs transfer learning on the multiple features; and the multi-feature learning unit for receiving learning variables from the learning model for each of the multiple features and for performing parallel learning for the multiple features, to calculate and output a loss. In addition, there is provided an apparatus for detecting leaks in plant pipelines.

公开(公告)号：US20180189655A1

公开(公告)日：2018-07-05

申请号：US15854387

申请日：2017-12-26

Applicant: Electronics and Telecommunications Research Institute

Inventor： Se Won OH ,  Yeon Hee Lee ,  Ji Hoon Bae ,  Hyun Joong Kang ,  Soon Hyun Kwon ,  Kwi Hoon Kim ,  Young Min Kim ,  Eun Joo Kim ,  Hyun Jae Kim ,  Hong Kyu Park ,  Jae Hak Yu ,  Ho Sung Lee ,  Seong Ik Cho ,  Nae Soo Kim ,  Sun Jin Kim ,  Cheol Sig Pyo

IPC: G06N5/02 ,  G06F15/18 ,  G06F7/02 ,  G06F17/17

CPC classification number: G06N5/02 ,  G06F7/023 ,  G06F17/17 ,  G06N5/022 ,  G06N20/00

Abstract: Provided is a data meta-scaling method. The data meta-scaling method optimizes an abbreviation criterion for abbreviating data through continuous knowledge augmentation in various dimensions which enable expression of data in a process of performing machine learning.

公开(公告)号：US20180144250A1

公开(公告)日：2018-05-24

申请号：US15692070

申请日：2017-08-31

Applicant: Electronics and Telecommunications Research Institute

Inventor： Soon Hyun KWON ,  Eun Joo KIM ,  Hong Kyu PARK ,  Hyun Joong KANG ,  Kwi Hoon KIM ,  Young Min KIM ,  Hyun Jae KIM ,  Ji Hoon BAE ,  Se Won OH ,  Jae Hak YU ,  Yeon Hee LEE ,  Ho Sung LEE ,  Nae Soo KIM ,  Sun Jin KIM ,  Cheol Sig PYO

IPC: G06N5/00 ,  G06F17/30 ,  G06F9/44

CPC classification number: G06N5/006 ,  G06F8/10 ,  G06F8/36 ,  G06F16/289 ,  G06N5/04 ,  G06Q10/06

Abstract: Provided are a data processing apparatus and method for merging and processing deterministic knowledge and non-deterministic knowledge. The data processing apparatus and method may efficiently process various real-time and large-scale data to convert the data into knowledge by merging and processing non-deterministic knowledge and also deterministic knowledge perceived by an expert. Thus, it is possible to adaptively operate in accordance with a dynamically changing application service environment by converting a conversion rule for converting collected data generated from an application service system into semantic data, a context awareness rule for perceiving context information from given information, and a user query for searching for knowledge information into knowledge and gradually augmenting the knowledge information in accordance with an application service environment.

公开(公告)号：US20140159876A1

公开(公告)日：2014-06-12

申请号：US13909734

申请日：2013-06-04

Applicant: ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE

Inventor： Se Won OH

IPC: G06K7/10

CPC classification number: H04L51/18

Abstract: A method of setting up and changing a configuration used when an M2M device accesses a communication network to transmit and receive data is provided. An M2M module may read a configuration recorded in a tag memory of an M2M tag chip to set up an M2M device through the recorded configuration. When a plurality of M2M devices are forwarded, the same configuration may be recorded in the M2M devices and identifiers may be designated to the M2M devices.

Abstract translation: 提供了一种建立和改变当M2M设备访问通信网络以发送和接收数据时使用的配置的方法。 M2M模块可以读取记录在M2M标签芯片的标签存储器中的配置，以通过所记录的配置来建立M2M设备。 当多个M2M设备被转发时，相同的配置可被记录在M2M设备中，并且标识符可被指定给M2M设备。