• 제목/요약/키워드: re-sampling

검색결과 189건 처리시간 0.021초

해양안전 가상현실 체험교육의 효과성에 관한 연구 (A Study on the Influence and Re-participation behavior of Marine Safety Virtual Reality Experience Education on the Consciousness of Marine Safety)

  • 김성덕;이용국
    • 디지털융복합연구
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    • 제19권3호
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    • pp.437-444
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    • 2021
  • 이 연구는 해양안전 가상현실 체험교육 프로그램에 참가한 대상자의 해양안전의식과 재참여행동의 관계를 규명하는데 그 목적이 있다. 이러한 연구 목적을 달성하기 위해 2020년 6월부터 8월까지 주요 권역에 설치 운영된 해양안전 체험교육 프로그램에 참가한 대상자를 모집단으로 설정하고 총 300명(유효표본 253명)을 대상으로 자료를 수집하였다. 수집된 자료 중 유효 표본을 SPSS 20.0 프로그램을 이용하여 설문지의 신뢰도와 타당도검사를 실시하였으며, 연구목적을 달성하기 위해, 기술통계, 상관관계분석, 다중회귀 및 단순회귀 분석을 실시하였다. 이상의 과정을 통해 얻어진 결과는 다음과 같다. 첫째, 해양안전 체험교육 프로그램에 참가한 대상자들은 해양안전의식을 가장 높게 인식하였고, 그 다음으로 가상현실체험교육효과를 인식하였으며, 방역활동도 같은 수준에서 높게 인식하였다. 둘째, 해양안전 가상체험교육 프로그램의 효과성의 경우, 가상현실 사전교육, 가상현실 몰입, 가상현실 적용성 모두 안전의식에 정적 영향을 미쳤다. 셋째, 해양안전 가상 체험교육 프로그램의 가상현실 사전교육, 가상현실 몰입은 참가자의 재참여행동에 긍정적인 영향을 미쳤다.

대용량 필기체 문자 인식을 위한 비선형 형태 정규화 방법의 정량적 평가 (Quantitative Evaluation of Nonlinear Shape Normalization Methods for the Recognition of Large-Set Handwrittern Characters)

  • 이성환;박정선
    • 전자공학회논문지B
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    • 제30B권9호
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    • pp.84-93
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    • 1993
  • Recently, several nonlinear shape normalization methods have been proposed in order to compensate for the shape distortions in handwritten characters. In this paper, we review these nonlinear shape normalization methods from the two points of view : feature projection and feature density equalization. The former makes feature projection histogram by projecting a certain feature at each point of input image into horizontal-or vertical-axis and the latter equalizes the feature densities of input image by re-sampling the feature projection histogram. A systematic comparison of these methods has been made based on the following criteria: recognition rate, processing speed, computational complexity and measure of variation. Then, we present the result of quantitative evaluation of each method based on these criteria for a large variety of handwritten Hangul syllables.

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Measurement Error Variance Estimation Based on Complex Survey Data with Subsample Re-Measurements

  • Heo, Sunyeong;Eltinge, John L.
    • Communications for Statistical Applications and Methods
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    • 제10권2호
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    • pp.553-566
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    • 2003
  • In many cases, the measurement error variances may be functions of the unknown true values or related covariates. This paper considers design-based estimators of the parameters of these variance functions based on the within-unit sample variances. This paper devotes to: (1) define an error scale factor $\delta$; (2) develop estimators of the parameters of the linear measurement error variance function of the true values under large-sample and small-error conditions; (3) use propensity methods to adjust survey weights to account for possible selection effects at the replicate level. The proposed methods are applied to medical examination data from the U.S. Third National Health and Nutrition Examination Survey (NHANES III).

Validity Study of Kohonen Self-Organizing Maps

  • Huh, Myung-Hoe
    • Communications for Statistical Applications and Methods
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    • 제10권2호
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    • pp.507-517
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    • 2003
  • Self-organizing map (SOM) has been developed mainly by T. Kohonen and his colleagues as a unsupervised learning neural network. Because of its topological ordering property, SOM is known to be very useful in pattern recognition and text information retrieval areas. Recently, data miners use Kohonen´s mapping method frequently in exploratory analyses of large data sets. One problem facing SOM builder is that there exists no sensible criterion for evaluating goodness-of-fit of the map at hand. In this short communication, we propose valid evaluation procedures for the Kohonen SOM of any size. The methods can be used in selecting the best map among several candidates.

어군행동 원격감시 시스템의 개발에 관한 연구 ( 1 ) - 하드웨어와 소프트웨어 - ( Development of the Underwater Telemetry System to Monitor the Behavior of Fish ( 1 ) - Hardware and Software - )

  • 신형일
    • 수산해양기술연구
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    • 제30권4호
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    • pp.263-272
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    • 1994
  • The hardware and the software of the prototype telemtry system to monitor the behavior of the fish are designed. This system consistes of five parts I. e. three omni-directional hydrophones, three ultrasonic receivers, a single board computer for the signal processing, two RF transceivers for the data communication, and a personnel computer. The sensitivty of the hydrophones is -170dB(re 1V/$\mu$Pa), the gain and the 3dB receiving bandwidth of the ultrasonic receivers are 115dB and 1500Hz respectively, and the sampling period is 33.3$\mu$sec in the signal processing part. The positioning error of the system using hyperbolic method is estimated to be less than 0.2m in case that the pinger locates inside of the baselines. The perfomance of the system considering a practical use was examined by numerical simulation and a water tank test of a pinger tracking experiment. In results, the system developed in prototype was confirmed that it could be useful for monitoring the behavior of fish in the limited water area.

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교란화강암풍화토에 삼축압축시험방법의 적용 (Application of Triaxial Compression Test for Disturbed Weathered Granite Soil)

  • 류제수;김영진;전우정
    • 한국농공학회:학술대회논문집
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    • 한국농공학회 2002년도 학술발표회 발표논문집
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    • pp.341-344
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    • 2002
  • This study, soil sampling includes disturbed weathered granite soils from 8 different sites and disturbed weathered non-granite soils from 5 sample sites, put a purpose on finding for a utility possibility and practical use in this study. As a result of this study, internal friction angle & cohesion indicate which are from re-mold of samples by compaction seem to be able to use a compared to an field data. It is considered that strength parameter of disturbed weathered granite soil in the field is a useful reference.

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자동차가 대기오염에 미치는 영향과 저감방안 (Air Pollution by Automobiles and Ways of Reduction)

  • 김대식
    • 기술사
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    • 제34권4호
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    • pp.69-73
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    • 2001
  • Due to the rapid increase of automobiles and daily driving distances, air pollution by automobiles is still dominant problem of large city in spite of strict emission refutation and development of reduction technologies. Among the air pollution resources of automobile , industry. electricity generation and heating. automobile keeps 51% of total nationwide air pollution in 1998 and this proportion Is increasing in large cities from 65% to 85%. To reduce these air pollution. catalytic converter and electronic engine control, exhaust gas re-circulation and evaporative emission control system have continuously developed and applied to automobiles since 1987. Also strong emission standards and emission durability warranty have enforced and monitored annually by sampling several vehicle models. But technologies and regulations are incomplete, driver should participate in reducing air pollution for himself by planning driving, avoiding unnecessary idle and air conditioning, keeping periodic maintenance and using mass transportation.

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교란화강암풍화토에 대한 삼축압축시험방법의 적용 (Application of Triaxial Compression Test for Disturbed Weathered Granite Soil)

  • 김진철;류제수;김영진;전우정
    • 한국농공학회:학술대회논문집
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    • 한국농공학회 2003년도 학술발표논문집
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    • pp.211-214
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    • 2003
  • This study, soil sampling includes disturbed weathered granite soils from 8 different sites and disturbed weathered non-granite soils from 5 sample sites, put a purpose on finding for a utility possibility and practical use in this study. As a result of this study, internal friction angle & cohesion indicate which are from re-mold of samples by compaction seem to be able to use a compared to an field data. It is considered that strength parameter of disturbed weathered granite soil in the field is a useful reference.

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Re-exploring teaching and learning of probability and statistics using Excel

  • Lee, Seung-Bum;Park, Jungeun;Choi, Sang-Ho;Kim, Dong-Joong
    • 한국컴퓨터정보학회논문지
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    • 제21권7호
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    • pp.85-92
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    • 2016
  • The law of large numbers, central limit theorem, and connection among binomial distribution, normal distribution, and statistical estimation require dynamics of continuous visualization for students' better understanding of the concepts. During this visualization process, the differences and similarities between statistical probability and mathematical probability that students should observe need to be provided with the intermediate steps in the converging process. We propose a visualization method that can integrate intermediate processes and results through Excel. In this process, students' experiences with dynamic visualization help them to perceive that the results are continuously changed and extracted from multiple situations. Considering modeling as a key process, we developed a classroom exercise using Excel to estimate the population mean and standard deviation by using a sample mean computed from a collection of data out of the population through sampling.

방위각 정보만을 이용한 비선형 표적추적필터 (Nonlinear Bearing Only Target Tracking Filter)

  • 윤장호
    • 항공우주시스템공학회지
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    • 제10권1호
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    • pp.8-14
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    • 2016
  • The optimal estimation of a bearing only target tracking problem be achieved through the solution of the Fokker-Planck equation and the Bayesian update. Recently, a nonlinear filtering algorithm using a direct quadrature method of moments in which the associated Fokker-Planck equation can be propagated efficiently and accurately was proposed. Although this approach has demonstrated its promising in the field of nonlinear filtering in several examples, the "degeneracy" phenomenon, similar to that which exists in a typical particle filter, occasionally appears because only the weights are updated in the modified Bayesian rule in this algorithm. Therefore, in this paper to enhance the performance, a more stable measurement update process based upon the update equation in the Extended Kalman filters and a more accurate initialization and re-sampling strategy for weight and abscissas are proposed. Simulations are used to show the effectiveness of the proposed filter and the obtained results are promising.