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Evaluating Efficiency of Life Insurance Companies Utilizing DEA and Machine Learning

  • Han Kook;Kim, Jae-Kyung
    • 한국지능정보시스템학회:학술대회논문집
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    • 한국지능정보시스템학회 2000년도 춘계정기학술대회 e-Business를 위한 지능형 정보기술 / 한국지능정보시스템학회
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    • pp.365-373
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    • 2000
  • Data Envelopment Analysis (DEA), a non-parametric productivity analysis tool, has become an accepted approach for assessing efficiency in a wide range of fields. Despite of its extensive applications and merits, some features of DEA remain bothersome. DEA offers no guideline about to which direction relatively inefficient DMUs improve since a reference set of an inefficient DMU, several efficient DMUs, hardly provides a stepwise path for improving the efficiency of the inefficient DMU.In this paper, we aim to show that DEA can be used to evaluate the efficiency of life insurance companies while overcoming its limitation with the aids of machine learning methods.

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전류제어 PWM에 의한 단상 인버어터 제어 (Current-controlled PWM for voltage source single phase inverter)

  • 박훈경;이광원;이상혁
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1988년도 추계학술대회 논문집 학회본부
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    • pp.277-280
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    • 1988
  • In the current-controlled PWM, the actual current tracks the sinusoidal reference wave within desired hyeteresis band. This paper au99e61s the current control scheme for voltage-fed single-phase inverter and presents the simulation results. It is expected that the inverter with this control method produces no significant lower-order harmonics.

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해석적인 기구학을 이용한 다물체계의 동력학해석 (Dynamics of multibody systems with analytical kinematics)

  • 이돈용;염영일;정완균
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1994년도 Proceedings of the Korea Automatic Control Conference, 9th (KACC) ; Taejeon, Korea; 17-20 Oct. 1994
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    • pp.289-292
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    • 1994
  • In this paper, the equations of motion are constructed systematically for multibody systems containing closed kinematic loops. For the displacement analysis of the closed loops, we introduce a new mixed coordinates by adding to the reference coordinates, relative coordinates corresponding to the degrees of freedom of the system. The mixed coordinates makes easy derive the explicit closed form solution. The explicit functional relationship expressed in closed form is of great advantages in system dimension reduction and no need of an iterative scheme for the displacement analysis. This forms of equation are built up in the general purpose computer program for the kinematic and dynamic analysis of multiboty systems.

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콘크리트용 혼화제의 동결온도에 관한 실험적 연구 (An Experimental Study on the Freezing Temperature of Admixture Agent for Concrete)

  • 한경익;이건철;이진규;윤기원;한천구
    • 한국콘크리트학회:학술대회논문집
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    • 한국콘크리트학회 1996년도 봄 학술발표회 논문집
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    • pp.48-51
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    • 1996
  • Recently, frost damage of storage tank for admixture agent caused by low temperature in winter and quality deterioration of admixture agent ofen happened. But, many problems are caused because of no applicable regulations of admixture agent facility and so on. Therefore, this study presents the reference data about using and quality control of admixture agent in practice and the judgement data about working out a counter plan of suitable heat insulation of injecion equipment of admixture agent exposed at outside in winter by measuring the freezing point of admixture agent for concrete.

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퍼지 제어기를 이용한 영구 자석 교류 전동기의 센서리스 속도 제어 (Sensorless Speed Control of Permanent Magnet AC Motor using Fuzzy Logic Controller)

  • 최성대;고봉운;김낙교
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2003년도 학술회의 논문집 정보 및 제어부문 B
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    • pp.524-527
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    • 2003
  • This paper proposes speed control system using a Fuzzy Logic Controller(FLC) in order to realize the speed control of Permanent Magnet AC Motor with no sensor. FLC based MRAS(Model Reference Adaptive System) estimates the speed of Permanent Magnet AC Motor. Using the estimated speed, speed control is performed. The experiment is executed to verify the propriety and the effectiveness of the proposed system.

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Solid Electrochemical Method of Measuring Hydrogen Concentration with O2-/H+ Hetero-Ionic Junction

  • Chongook Park
    • 센서학회지
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    • 제33권2호
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    • pp.63-69
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    • 2024
  • A novel method for measuring hydrogen concentration is introduced, along with its working principle and a novel detection algorithm. This configuration requires no additional reference compartment for potentiometric electrochemical measurements; therefore, it is the most suitable for measuring dissolved hydrogen in the liquid phase. The sensor's electromotive force saturates at a certain point, depending on the hydrogen concentration during the heating process of the sensor operation. This dynamic temperature scanning method provides higher sensitivity than the constant temperature measurement method.

색채선호의 계량적 분석에 관한 기초적 연구 -20대 연령층을 대상으로- (Fundamental Studies on the Quantitative Analysis of Color Preference -Reference of Twenty Ages-)

  • 조동범;문석기
    • 한국조경학회지
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    • 제14권2호
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    • pp.69-80
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    • 1986
  • 20대 남녀 50명씩 100명의 집단에 대해 투명의 아크릴 보드에 제작된 환상 및 격자상의 배열로 16을 배치하고 백색을 배경으로 평소에 가장 선호하는 색을 환상배열에서 선택하도록 하고 grey, blue, pink, yellow 및 yellow green을 배경으로 환상 및 격자상배열에서 가장 좋아보이는 색을 고르도록하였다. 또 16색상 각각을 white 및 black의 혼합배율에 배치하고 가장 좋아보이는 수준을 선택하도록 하였다. 20대 남녀 50명씩 두 집단의 색선호에는 큰 유이성이 없었으며 전체 집단의 경향은 다음과 같았다. 1) 색의 파장 증가에 대해서는 500nm 부근의 bluish green에 대해 가장 높은 선호를 보였고 그 보다 짧거나 긴 파장에 대해서는 선호정도는 감소되었다. (그림2). 자주순도의 증가와는 일차적인 비례관계을 보여 자극순도가 높은 색일수록 선호정도도 높았다. (그림3). 명도와의 관계는 파장과는 반대의 경향으로서 중간 명도에서 최저 선호를 보였으나 유의성이 낮아 색상간의 명도차이에 대해서는 반응이 미약한 것으로 보여졌다. (그림4). 2) 동일 색상내에서 색의 명도수준을 7단계로 하였을EO 16색상의 평균치에서 명도수준이 증가함에 따라 선호도 증가하여 중간정도의 명도에서 최고 반응을 보이고 그 이상의 명도 증가에서 선호는 감소하였다(그림 5). 3) 16색의 배치방법을 환상과 격자상으로 하고 배경색의 변화를 동일하게 하였을 때 선호색의 경향은 두 배치방법간에 차이가 없었으며, 배경색의 관계는 백색배경에서의 경우와 유사하게 파장은 부정적으로, 작그순도와 명도는 긍정적으로 영향을 미쳤다. 배경색의 파장, 자극순도, 명도의 변화와 선호되는 색과의 관계는 각 자극이 낮거나 높을 때는 그와 큰 차이가 나는 높은 자극 및 낮은 자극의 색이, 중간정도의 자극인 배경에서는 그와 유사한 자극의 색이 선호되는 것으로 나타났다(그림 6, 7, 8).

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Simplification of BCW in Versatile Video Coding (VVC)

  • Park, Dohyeon;Kim, Jae-Gon;Lee, Jinho;Kang, Jungwon
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송∙미디어공학회 2019년도 추계학술대회
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    • pp.22-23
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    • 2019
  • The emerging Versatile Video Coding (VVC) standard introduces Bi-prediction with CU-level Weights (BCW) to enhance the bi-predictive prediction. The syntax element of BCW index is adaptively coded according to the value of NoBackwardPredFlag which indicates if there is no future picture in the display order among the reference pictures, and it can violate the flexibility of codec and cause the dependency issue. This paper proposes BCW clean-up design that allows all weights can be parsed without any condition. The experimental results show negligible BD-rate losses while resolving the issues.

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파킨슨 질환 환자의 보행시 운동형상학 특성 (Kinematic Characteristics during of Gait in Parkinson's Disease Patients)

  • 유재웅;안창식
    • The Journal of Korean Physical Therapy
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    • 제13권2호
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    • pp.453-458
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    • 2001
  • The aim of this study is to present the basic reference data of age and specific gait parameters for Parkinson's Disease Patients. The basic gait parameters were extracted from 5 patients, 5 men and 65 years of age using VICON 512 Motion Analyzer. The temporal gait parameters and kinematic parameters is data of Parkinson's Disease Patients. The results were as follows; 1. The cadence, velocity, stride length decreased and single limb support period, double limb support period increased than normal adult in the temporal parameters. 2. The mean angles of joint pelvic tilt and hip, knee, ankle joint decreased than normal adult at kinematic characteristics on sagittal plane. 3. The mean angles of joint pelvic tilt and hip, knee joint has no difference than normal adult at kinematic characteristics on coronal plane. 4. The mean angles of joint pelvic tilt, hip joint no difference and internal, external rotation in ankle joint significantly decreased than normal adult at kinematic characteristics on transverse plane.

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Survey of Ehrlichia canis and Borrelia burgdorferi antibodies in dogs (German shepherd) reared in Korea

  • Lee, Sang-Eun;Song, Kun-Ho;Lee, Suk-Hoon
    • 대한수의학회지
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    • 제47권3호
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    • pp.281-283
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    • 2007
  • This study was conducted to survey of Ehrlichia (E.) canis and Borrelia (B.) burgdorferi antibodies among clinically healthy German shepherd dogs (116 females and 120 males) using a ELISA kit (SNAP 3Dx; IDEXX Laboratories, USA) in Korea. Whole blood samples are collected from the 236 dogs and are tested to detect E. canis and B. burgdorferi antibodies by using ELISA kit (SNAP 3Dx; IDEXX Laboratories, USA). Confidence interval comparisions revealed that dogs of 4-6 years have higher prevalence with a seropositive result (CI=0.17-0.45) in E. canis than the other age groups but there are no differences among age groups in B. burgdorferi. Also, no differences with a seropositive result were found among different regions in E. canis and B. burgdorferi antibodies. In conclusion, this study was the first large scale survey of canine E. canis and B. burgdorferi antibodies in Korea and provide an useful reference for clinicians.