• Title/Summary/Keyword: 목표치

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데이터 마이닝에서 배깅과 부스팅 알고리즘 비교 분석

  • Lee, Yeong-Seop;O, Hyeon-Jeong
    • Proceedings of the Korean Statistical Society Conference
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    • 2003.05a
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    • pp.97-102
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    • 2003
  • 데이터 마이닝의 여러 기법중 모형의 변동성을 줄이고 정확도가 높은 분류자를 형성하기 위하여 다양한 앙상블 기법이 연구되고 있다. 그 중에서 배깅과 부스팅 방법이 가장 널리 알려져 있다. 여러 가지 데이터에 이 두 방법을 적용하여 오분류율을 구하여 비교한 후 각 데이터 특성을 입력변수로 하고 배깅과 부스팅 중 더 낮은 오분류율을 갖는 알고리즘을 목표변수로 하여 의사결정나무를 형성하였다. 이를 통해서 배깅과 부스팅 알고리즘이 어떠한 데이터 특성의 패턴이 존재하는지 분석한 결과 부스팅 알고리즘은 관측치, 입력변수, 목표변수 수가 큰 것이 적합하고 반면에 배깅 알고리즘은 관측치, 입력변수, 목표변수 수의크기가 작은 것이 적합함을 알 수 있었다.

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A Study on the Structural Dynamic Modification of sub-structure of Clean Room using VSD System (반도체 크린룸 구조물의 하중 측정 시스템을 이용한 동특성 개선에 관한 연구)

  • 백재호;이홍기;손성완
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2003.05a
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    • pp.1099-1106
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    • 2003
  • 진동에 민감한 각종 정밀장비를 갖추고 있는 공장구조물은 설립하는 설계 초기단계에서부터 정밀장비가 정상 운용을 위하여 공장구조물의 진동허용규제치 및 동특성허용규제치를 결정해야 한다. 이를 만족할 수 있도록 공장구조물 설계시 진동측면에 대하여 동적 특성을 검토해야만 한다. 이때 반드시 필요한 자료로 정밀장비 Maker에게서 제공되는 진동허용규제치 및 구조물의 동특성허용규제치 등 설치시방의 상세한 자료를 제공받아야 한다 이러한 선계조건을 만족시켜주기 위한 방안으로 외부에서 정밀장비로 유입되는 진동에 대한 진동절연을 위하여 진동전달률 이론을 적용하여 방진효율 산출하는 방법과 정밀장비에서 발생하는 동하중을 고려하여 공장구조물에 대한 동적설계를 수행하는 것으로, 구조물 동특성을 요구되는 만큼 구조물 동특성 변경 SDM(Structural Dynamic Modifacation)방법이 주로 활용된다. 이에 본 연구에서는 앞서 언급한 구조물의 동적설계시 후자조건인 구조물의 동특성을 변경하고자 하는 경우에 실구조물에 하중을 정량적으로 조절하며 가할 수 있는 VSD 시스템을 이용하여 구조물의 동특성을 변화시키는 것을 동적해석으로 예측하였고, 현장에서 실제 동적실험으로 구한 결과를 동적설계 목표치와 비교하여 유용성에 대하여 확인하였다.

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Application of Westgard Multi-Rules for Improving Nuclear Medicine Blood Test Quality Control (핵의학 검체검사 정도관리의 개선을 위한 Westgard Multi-Rules의 적용)

  • Jung, Heung-Soo;Bae, Jin-Soo;Shin, Yong-Hwan;Kim, Ji-Young;Seok, Jae-Dong
    • The Korean Journal of Nuclear Medicine Technology
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    • v.16 no.1
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    • pp.115-118
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    • 2012
  • Purpose: The Levey-Jennings chart controlled measurement values that deviated from the tolerance value (mean ${\pm}2SD$ or ${\pm}3SD$). On the other hand, the upgraded Westgard Multi-Rules are actively recommended as a more efficient, specialized form of hospital certification in relation to Internal Quality Control. To apply Westgard Multi-Rules in quality control, credible quality control substance and target value are required. However, as physical examinations commonly use quality control substances provided within the test kit, there are many difficulties presented in the calculation of target value in relation to frequent changes in concentration value and insufficient credibility of quality control substance. This study attempts to improve the professionalism and credibility of quality control by applying Westgard Multi-Rules and calculating credible target value by using a commercialized quality control substance. Materials and Methods : This study used Immunoassay Plus Control Level 1, 2, 3 of Company B as the quality control substance of Total T3, which is the thyroid test implemented at the relevant hospital. Target value was established as the mean value of 295 cases collected for 1 month, excluding values that deviated from ${\pm}2SD$. The hospital quality control calculation program was used to enter target value. 12s, 22s, 13s, 2 of 32s, R4s, 41s, $10\bar{x}$, 7T of Westgard Multi-Rules were applied in the Total T3 experiment, which was conducted 194 times for 20 days in August. Based on the applied rules, this study classified data into random error and systemic error for analysis. Results: Quality control substances 1, 2, and 3 were each established as 84.2 ng/$dl$, 156.7 ng/$dl$, 242.4 ng/$dl$ for target values of Total T3, with the standard deviation established as 11.22 ng/$dl$, 14.52 ng/$dl$, 14.52 ng/$dl$ respectively. According to error type analysis achieved after applying Westgard Multi-Rules based on established target values, the following results were obtained for Random error, 12s was analyzed 48 times, 13s was analyzed 13 times, R4s was analyzed 6 times, for Systemic error, 22s was analyzed 10 times, 41s was analyzed 11 times, 2 of 32s was analyzed 17 times, $10\bar{x}$ was analyzed 10 times, and 7T was not applied. For uncontrollable Random error types, the entire experimental process was rechecked and greater emphasis was placed on re-testing. For controllable Systemic error types, this study searched the cause of error, recorded the relevant cause in the action form and reported the information to the Internal Quality Control committee if necessary. Conclusions : This study applied Westgard Multi-Rules by using commercialized substance as quality control substance and establishing target values. In result, precise analysis of Random error and Systemic error was achieved through the analysis of 12s, 22s, 13s, 2 of 32s, R4s, 41s, $10\bar{x}$, 7T rules. Furthermore, ideal quality control was achieved through analysis conducted on all data presented within the range of ${\pm}3SD$. In this regard, it can be said that the quality control method formed based on the systematic application of Westgard Multi-Rules is more effective than the Levey-Jennings chart and can maximize error detection.

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Function Model of Traffic Engineering (트래픽 엔지니어링의 기능 모델)

  • 임석구
    • Proceedings of the Korea Contents Association Conference
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    • 2003.11a
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    • pp.260-264
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    • 2003
  • 본 논문에서는 인터넷에서의 트래픽 엔지니어링 체제를 구축하기 위하여 트래픽 엔지니어링을 수행하기 위한 기능 모델을 제시하였다. 제시한 기능 모델은 트래픽 관리, 용량 관리, 그리고 네트워크 계획으로 구성된다. 트래픽 관리는 다양한 조건하에서 네트워크 성능을 최대화하는 것을 목적으로 하며, 용량 관리는 최소의 비용으로 네트워크 요구에 대한 성능 목표치를 만족시키기 위하여 네트워크가 설계되고 제공됨을 목적으로 한다. 또한 네트워크 계획은 예측된 트래픽 증가에 앞서 노드와 전송 용량이 계획되고 배치됨을 보장한다.

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낙농진흥회의 올바른 출범을 위해 관계자들에게 바란다

  • 한국낙농육우협회
    • 월간낙농육우
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    • v.18 no.10 s.198
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    • pp.86-87
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    • 1998
  • 진흥회가 어떻게 운영될지 틀을 짜는 작업중에 공식이나 기준은 없다. 조그맣게 시작해도 시작하길 잘했다라는 평가를 받으면 되는 일이다. 진흥회 설립과 관련, 일을 추진하고 있는 담당자들은 주위 의식과 잘못된 목표치에 두려워하면 안된다. 오직 두려운 것은 우리나라 미래의 낙농산업이 어떻게 변모해 나갈 것인지 이다. 굳이 이름 짓자면 사명감을 갖고 매진해야 한다는 말이다.

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맥동관형 크라이오펌프 개발품의 목표성능에 대한 고찰

  • In, Sang-Ryeol;Tak, Yeong-Jun
    • Proceedings of the Korean Vacuum Society Conference
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    • 2012.02a
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    • pp.226-226
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    • 2012
  • 국산 크라이오 펌프를 개발하는 사업이 1단계 3년을 지나 올해 2단계에 접어들었다. 그동안 기계연을 중심으로 맥동관형 냉동기 개발에 주력하면서 저온성능 향상에서 큰 진전을 보였고 2단계에서는 우성진공의 주도하에 펌프의 상용화를 목표로 하고 있다. 펌프는 냉동기 뿐만 아니라 활성탄 어레이와 열차폐 및 배플이 잘 설계되어야 최적의 배기성능을 나타낼 수 있다. 우선은 펌프의 목표성능을 좀 더 구체화할 필요가 있고, 각 부품들의 상세한 형상결정에 앞서 개략적인 배치설계에 대해 성능을 예측하여 목표성능과 비교하고 설계를 수정하는 것을 반복하여 전반적으로 구조설계의 최적화를 완성하는 것이 급선무이다. 본 발표에서는 이런 구조설계 최적화 작업의 처음 결과와 개발중인 크라이오 펌프의 최종 성능 목표치에 대해 소개한다.

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Study on Clinical Dental Hygiene in Korea Based on Analysis of Clinical Dental Hygiene Curriculum of Fones School in the United States (미국 폰즈스쿨의 임상치위생학 교육과정 분석을 통한 국내 임상치위생학 교육과정에 관한 고찰)

  • Choi, Yong-Keum;Lim, Keun-Ok;Han, Yang-Keum;Bae, Soo-Myoung;Shin, Bo-Mi;Ahn, Se-Youn;Jeon, Hyun-Sun;Kim, Jin;Jang, Sun-Ok;Kim, Hye-Jin;Park, Ji-Eun;Lim, Hee Jung;Jang, Yun-Jung;Jung, Jin-Ah;Lee, Hyo-Jin
    • Journal of dental hygiene science
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    • v.17 no.2
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    • pp.123-133
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    • 2017
  • The aim of this study was to analyze in depth the standardized Clinical dental hygiene curriculum of the Fones School in the United States. We investigated the clinical dental hygiene curriculum in 2015~2016 including title, credit, hours, contents, goals, competencies, and evaluation. We obtained the course syllabus and data related to each subject, for each grade, from the professors and students at the university. The goals and competencies, of the clinical dental hygiene program, which were based on the goals of the Fones School and the mission of the University of Bridgeport, were developed in accordance with the dental hygienist practice standards proposed by the American Dental Hygienists Association. The curriculum consisted of theory to teach proper dental hygiene care procedures and incorporated practical exercises that modeled an actual clinical setting. The students had to document the procedures performed for each client/patient and improve their clinical competency through discussion with the professors. Dental hygiene care should be provided for children, adolescents, adults, elderly, and patients, which includes patients with moderate or severe periodontal status. Students were evaluated by a paper test or case study presentation and their clinical evaluation was based on their clinical competency. In particular, professors evaluated students on a rotational basis, so they could evaluate the level of achievement of clinical competency of all students and find ways to improve any weaknesses. Therefore, the current study suggested that clinical dental hygiene program in Korea could be improved if based on the curriculum of Fones School in the United States.

A Study on Architecture Design of Output Module for SIL4 Safety Related System (SIL4 안전관련 시스템에 적합한 출력 모듈의 구조 설계에 대한 연구)

  • Yoo, Deung-Ryeol;Hwang, Kyeng-Hwan;Lee, Key-Seo
    • The Journal of the Korea institute of electronic communication sciences
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    • v.10 no.10
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    • pp.1079-1086
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    • 2015
  • This paper introduces the architecture of OUTPUT module that is suitable using in safety related system having SIL4 and proposes the quantitative target that is required for OUTPUT module. Especially, only output type that is made up Relay output signal and analog signal among various output ways is applied in output module that is a part of safety related system. The FMEA(Failure Modes and Effect Analysis), FTA(Fault Tree Analysis) are used as analysis method. As a result, it proposes to the architecture and failure frequency of the Output module that is used in SIL4 safety related system.

Realization for FF-PID Controlling System with Backward Propagation Algorithm (역전파 알고리즘을 이용한 FF-PID 제어 시스템 구현)

  • Ryu, Jae-Hoon;Hur, Chang-Wu;Ryu, Kwang-Ryol
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2007.06a
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    • pp.171-174
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    • 2007
  • A realization for FF-PID(Feed-Forward PID) controlling system with backward propagation algorithm and image pattern recognition is presented in this paper. The pattern recognition used backward propagation of nervous network is teaming. FF-PID is enhanced the response characteristic of moving image by using the controlling value which is output error for the target value of nervous system. In conclusion of experiment, the system is shown that the response is worked as 2.7sec that is enhanced round 15% in comparison with general difference image algorithm. The system is able to control a moving object with effect.

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A Study on the Efficient Synthesis of Nonuniform Transmission Line Filters using Zakharov-Shabat Coupled Mode Equation (Zakharov-Shabat 결합모드 방정식을 사용한 불균일 전송선로 필터의 효율적인 합성에 관한 연구)

  • 장완규;박의준
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.14 no.12
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    • pp.1283-1291
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    • 2003
  • Nonuniform transmission lines(NTLs) with the desired frequency response can be realized by synthesizing the potential from the coupled mode Zakharov-Shabat(ZS) equation in the one-dimensional inverse scattering problem. In this study, an efficient synthesis method using the ZS equations is presented for NTLs with arbitrarily specified reflection coefficients which take the restricted potential. This method lessens the line length which plague conventional design schemes using specific windows for reflection coefficients. Furthermore solving the ZS inverse transform problem is simplified by adopting the successive approach instead of the conventional iterative method. The proposed method is compared with the conventional method using specific windows by applying to design of dispersive NTL filters, and verified by two-port analysis through the chain matrix.