• 제목/요약/키워드: over-fitting

검색결과 347건 처리시간 0.03초

NUMERICAL METHODS FOR COMPUTATIONS OF NONEQUILIBRIUM HYPERSONIC FLOW AROUND BODIES

  • Park, Tae-Hoon;Kim, Pok-Son
    • Journal of applied mathematics & informatics
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    • 제9권1호
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    • pp.1-13
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    • 2002
  • In this paper we present numerical methods fur computations of nonequilibrium hypersonic flow of air around bodies including chemical reaction effects and present numerical result of the flow over concave corners. We developed implicit finite difference method to overcome numerical difficulties with the lack of resolution behind the shock and near the body. Using our method we were able to find details of the flow properties near the shock and body and were able to continue the computation of the flow for a long distance from the corner of the body.

A Unifying Model for Hypothesis Testing Using Legislative Voting Data: A Multilevel Item-Response-Theory Model

  • Jeong, Gyung-Ho
    • 분석과 대안
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    • 제5권1호
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    • pp.3-24
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    • 2021
  • This paper introduces a multilevel item-response-theory (IRT) model as a unifying model for hypothesis testing using legislative voting data. This paper shows that a probit or logit model is a special type of multilevel IRT model. In particular, it is demonstrated that, when a probit or logit model is applied to multiple votes, it makes unrealistic assumptions and produces incorrect coefficient estimates. The advantages of a multilevel IRT model over a probit or logit model are illustrated with a Monte Carlo experiment and an example from the U.S. House. Finally, this paper provides a practical guide to fitting this model to legislative voting data.

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해저구릉 위로의 음의 전파를 설명하기 위한 Polar PE의 적용 (Application of the Polar Parabolic Equation Method for Sound Propagation over a Smooth Sea Mountain in the Ocean)

  • 유철수;윤석왕
    • The Journal of the Acoustical Society of Korea
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    • 제14권2E호
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    • pp.37-42
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    • 1995
  • 경계조건에 맞는 일련의 연속된 좌표계를 parabolic equation method에 적용한 polar parabolic equation method (Polar PE)는 하나의 곡면이나 언덕이 존재하는 경우 대기에서 음의 전파를 설명하는데 알맞은 수치 이론임이 입증되었다. 본 논문에서는 locally reacting 해저면과 pressure release 해수면의 경계조건을 사용하여 Polar PE 를 수중에서 해저구릉이 존재할 경우에 음의 전파를 설명하는데 적용하였다. 450m 높이의 해저구릉이 존재할 경우, 음의 전파에 관하여 계산하고 그 결과를 살펴보았다. Polar PE 를 수중에 해저구릉이 있는 경우 음의 전파를 계산하는데 적용가능성을 논의하였다.

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감음신경성 난청의 모델링을 통한 라우드니스 누가현상의 시뮬레이션 (Simulation of the Loudness Recruitment using Sensorineural Hearing Impairment Modeling)

  • 김동욱;박영철;김원기;도원;박선준
    • 대한의용생체공학회:학술대회논문집
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    • 대한의용생체공학회 1997년도 추계학술대회
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    • pp.63-66
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    • 1997
  • With the advent of high speed digital signal processing chips, new digital techniques have been introduced to the hearing instrument. This advanced hearing instrument circuitry has led to the need or and the development of new fitting approach. A number of different fitting approaches have been developed over the past few years, yet there has been little agreement on which approach is the "best" or most appropriate to use. However, when we develop not only new hearing aid, but also its fitting method, the intensive subject-based clinical tests are necessarily accompanied. In this paper, we present an objective method to evaluate and predict the performance of hearing aids without the help of such subject-based tests. In the hearing impairment simulation (HIS) algorithm, a sensorineural hearing impairment model is established from auditory test data of the impaired subject being simulated. Also, in the hearing impairment simulation system the abnormal loudness relationships created by recruitment was transposed to the normal dynamic span of hearing. The nonlinear behavior of the loudness recruitment is defined using hearing loss unctions generated from the measurements. The recruitment simulation is validated by an experiment with two impaired listeners, who compared processed speech in the normal ear with unprocessed speech in the impaired ear. To assess the performance, the HIS algorithm was implemented in real-time using a floating-point DSP.

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K-SMPL: 한국인 체형 데이터 기반의 매개화된 인체 모델 (K-SMPL: Korean Body Measurement Data Based Parametric Human Model)

  • 최별이;이성희
    • 한국컴퓨터그래픽스학회논문지
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    • 제28권4호
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    • pp.1-11
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    • 2022
  • 선형 스키닝 기반 3D 인체 생성 모델 SMPL (Skinned Multi-Person Linear Model)은 1990년대 미국 거주 미국인들 3천 8백여명을 대상으로 만들어진 3D 신체 데이터베이스인 CEASAR 로부터 최적화 기법을 통해 만들어진 가장 널리 쓰이는 통계적인 3D 모델이다. 본 연구는 한국인 체형의 통계적 특성을 보다 정확히 표현하는 SMPL기반의 한국인 체형 3D 모델을 제안한다. 이를 위해 우리는 한국인 여성 2천7백여명의 신체 각 부위의 실측 데이터에 기존 3D SMPL 모델을 피팅하는 비선형 최적화 알고리즘을 개발한다. 이를 사용하여 한국인 3D 신체 데이터베이스를 구축하고, 주성분 분석 방법으로 한국인 체형 기반 매개화된 3D 모델을 개발한다. 본 연구를 통해 제안하는 한국인의 체형적 특징을 가진 블렌드쉐입과 새로운 체형 파라미터는 기존 모델이 표현하는 체형에 비해 한국인 체형 데이터 특성을 잘 반영함을 확인하였다. 뿐만 아니라, 우리의 모델은 SMPL에 비해 신체 실측 데이터에 대한 피팅 정확도를 개선함을 확인하였다. 제안된 모델은 향후 아바타 생성이나 인체 형상 측정 등 다양한 용도로 사용될 수 있다.

하향연속 알고리즘에 의한 반사계수로부터의 속도 및 밀도값 복원 (Reconstruction of the Wave Speed and Density from Reflection Coefficients by Downward Continuation Algorithm)

  • 손호웅;서만철
    • 자원환경지질
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    • 제28권6호
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    • pp.553-558
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    • 1995
  • 본 논문에서는 깊이에 따라 밀도값과 (종파)속도값이 변하는 지하 하부층들의 반사계수로부터 밀도와 속도 주상도를 구하는 알고리즘을 개발하고자 하였다 하향연속(下向連續) 혹은 박층(剝層 layer stripping) 방식 알고리즘은 적분방정식을 이용한 계산법보다 계산 과정을 상당히 줄일 수 있다. 본 논문에서는 여러 방향으로의 입사파에 의한 반사계수를 개선된 하향연속 알고리즘을 이용하여 처리하였으며, 각 깊이에서 최소자승 맞춤(fitting)을 실행하였다. 본 연구결과는 다른 하향연속 알고리즘에 비하여 상당한 성과를 보여주고 있다.

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나노 스케일 벌크 MOSFET을 위한 새로운 RF 엠피리컬 비선형 모델링 (New RF Empirical Nonlinear Modeling for Nano-Scale Bulk MOSFET)

  • 이성현
    • 대한전자공학회논문지SD
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    • 제43권12호
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    • pp.33-39
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    • 2006
  • 나노 스케일 벌크 MOSFET의 RF 비선형 특성을 넓은 bias영역에 걸쳐 정확히 예측하기 위하여 내된 비선형 요소들을 가진 엠피리컬 비선형 모델이 새롭게 구축되었다. 먼저, 나노 스케일 벌크 MOSFET에 적합한 파라미터 추출방법을 사용하여 측정된 S-파라미터로부터 bias 종속 내부 파라미터 곡선을 추출하였다. 그 후에 비선형 캐패시턴스 및 전류원 방정식들은 추출된 bias 종속 곡선들과 3차원 fitting함으로서 엠피리컬하게 구하여졌다. 이와 같이 모델된 S-파라미터는 60nm MOSFET의 측정치와 20GHz 까지 아주 잘 일치하였으며, 이는 엠피리컬 나노 MOSFET 모델의 정확도를 증명한다

전통 탈의 이미지를 활용한 패션문화상품 디자인 개발 (Use of Traditional Mask Images in Design Development for Fashion-Cultural Products)

  • 김선영
    • 복식문화연구
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    • 제19권3호
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    • pp.460-472
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    • 2011
  • This paper developed motifs through the use of images of masks with which the Korean innate consciousness of aesthetics is expressed. The motifs were applied to fashion items. This paper investigated the concept, origin and types of traditional masks through the existing literature. Using the computer graphic programs of Illustrator and Photoshop CS2, three basic motifs were set from the images of the nobleman, Bune of Hahoi Tal and Byeongsan Tal. Each motif was extended into two motifs by changing shape and color. For the basic motif design, this study sought to express contemporary images, suitably for each fashion item, while maintaining the basic shape of the masks and their traditional images. In addition, this study set the concept of the design so that could be accepted by various age groups. For the design of handkerchiefs, a rotating array, involving enlargement, reduction, repetition, and the gradation of motifs, as well as a diagonal symmetric array, and all-over patterns were developed. The T-shirt design created here was divided into a half-sleeve box type, a round neckline sleeveless type, a V-neckline close-fitting sleeveless type, and a V-neckline close-fitting cap sleeve type. For the design of necklaces, OLED or LED, which are considered as a future display type, was used. Additionally, the production of an entertainment styled new atmosphere is proposed.

다이아몬드 선삭 가공기의 진단을 위한 대영역 표면 해석 (Very Large Scale Analysis of Surfaces for Diamond Turned Machine Diagnosis)

  • 김승우;장인철;김동식
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2000년도 춘계학술대회 논문집
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    • pp.687-691
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    • 2000
  • Diamond turning machines for manufacture of precision optics require deliberate diagnosis to ensure that all the machine elements are properly operating, kinematically, dynamically and thermally, to produce demanded work qualities. One effective way is to directly inspect topographical features of work surfaces that have been carefully generated with prescribed machining conditions intended to exaggerate faulty consequences of any ill-operating machine elements. In this research, a very-large-scale Phase measuring interferometric system that has been developed for years at Korea Advanced Institute of Science and Technology is used to fulfill the metrological requirements fur the surface analysis. A special stitching technique is used to extend the measuring range, which integrates all the patches that are separately sampled over the whole surface while moving the stage. Then, the measured surface profile is analyzed to releated the machine error sources. For this, zernike polynomial fitting is used together with the wavelet filter and the fourier transform. Experimental results showed that the suggested technique in this study is very effective in diagnosing actual diamond turning machines

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TiB$_2$ 인서트를 체결한 열간압출 금형설계 및 제작 (Die Design for the Hot Extrusion with TiB$_2$Insert)

  • 권혁홍;이정로
    • 한국정밀공학회지
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    • 제19권9호
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    • pp.118-124
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    • 2002
  • The use of ceramic inserts in hot extrusion dies offers significant technical and economic advantages over other forms of manufacture. In this paper, process simulation and stress analysis are thus combined during the design, and a data exchange program has been developed that enables optimal design of the dies taking into account the elastic deflections generated in shrink fitting the die inserts and that caused by the stresses generated in the process. The shrink fit analysis has been performed that enables optimal design of the dies taking into account the elastic deflections which generated in shrink fitting the die inserts and that caused by the stresses generated in the process and by using DEFORM software for process analysis. This data can be processed as load input data for a finite element die-stress analysis. Process simulation and stress analysis are thus combined during the die design. The stress analysis of the dies is used to determine the stress conditions on the ceramic insert by considering contact and interference effects under both mechanical and thermal loads. The results are compared with the experimental ones for verification.