• 제목/요약/키워드: Objective validation

검색결과 544건 처리시간 0.021초

Introduction to the Validation Module Design for CMDPS Baseline Products

  • Kim, Shin-Young;Chung, Chu-Yong;Ou, Mi-Lim
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2007년도 Proceedings of ISRS 2007
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    • pp.146-148
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    • 2007
  • CMDPS (COMS Meteorological Data Processing System) is the operational meteorological products extraction system for data observed from COMS (Communication, Ocean and Meteorological Satellite) meteorological imager. CMDPS baseline products consist of 16 parameters including cloud information, water vapor products, surface information, environmental products and atmospheric motion vector. Additionally, CMDPS includes the function of calibration monitoring, and validation mechanism of the baseline products. The main objective of CMDPS validation module development is near-real time monitoring for the accuracy and reliability of the whole CMDPS products. Also, its long time validation statistics are used for upgrade of CMDPS such as algorithm parameter tuning and retrieval algorithm modification. This paper introduces the preliminary design on CMDPS validation module.

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다중목적 최적화기 법을 이용한 SWAT 모형 수분매개변수의 자동보정 (Auto-calibration for the SWAT Model Hydrological Parameters Using Multi-objective Optimization Method)

  • 김학관;강문성;박승우;최지용;양희정
    • 한국농공학회논문집
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    • 제51권1호
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    • pp.1-9
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    • 2009
  • The objective of this paper was to evaluate the auto-calibration with multi-objective optimization method to calibrate the parameters of the Soil and Water Assessment Tool (SWAT) model. The model was calibrated and validated by using nine years (1996-2004) of measured data for the 384-ha Baran reservoir subwatershed located in central Korea. Multi-objective optimization was performed for sixteen parameters related to runoff. The parameters were modified by the replacement or addition of an absolute change. The root mean square error (RMSE), relative mean absolute error (RMAE), Nash-Sutcliffe efficiency index (EI), determination coefficient ($R^2$) were used to evaluate the results of calibration and validation. The statistics of RMSE, RMAE, EI, and $R^2$ were 4.66 mm/day, 0.53 mm/day 0.86, and 0.89 for the calibration period and 3.98 mm/day, 0.51 mm/day, 0.83, and 0.84 for the validation period respectively. The statistical parameters indicated that the model provided a reasonable estimation of the runoff at the study watershed. This result was illustrated with a multi-objective optimization for the flow at an observation site within the Baran reservoir watershed.

Calibration and Validation Activities for Earth Observation Mission Future Evolution for GMES

  • LECOMTE Pascal
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2005년도 Proceedings of ISRS 2005
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    • pp.237-240
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    • 2005
  • Calibration and Validation are major element of any space borne Earth Observation Mission. These activities are the major objective of the commissioning phases but routine activities shall be maintained during the whole mission in order to maintain the quality of the product delivered to the users or at least to fully characterise the evolution with time of the product quality. With the launch of ERS-l in 1991, the European Space Agency decided to put in place a group dedicated to these activities, along with the daily monitoring of the product quality for anomaly detection and algorithm evolution. These four elements are all strongly linked together. Today this group is fully responsible for the monitoring of two ESA missions, ERS-2 and Envisat, for a total of 12 instruments of various types, preparing itself for the Earth Explorer series of five. other satellites (Cryosat, Goce, SMOS, ADM-Aeolus, Swarm) and at various levels in past and future Third Party Missions such as Landsat, J-ERS, ALOS and KOMPSAT. The Joint proposal by the European Union and the European Space Agency for a 'Global Monitoring for Environment and Security' project (GMES), triggers a review of the scope of these activities in a much wider framework than the handling of single missions with specific tools, methods and activities. Because of the global objective of this proposal, it is necessary to put in place Multi-Mission Calibration and Validation systems and procedures. GMES Calibration and Validation activities will rely on multi source data access, interoperability, long-term data preservation, and definition standards to facilitate the above objectives. The scope of this presentation is to give an overview of the current Calibration and Validation activities at ESA, and the planned evolution in the context of GMES.

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Grid Discretization Study for the Efficient Aerodynamic Analysis of the Very Light Aircraft (VLA) Configuration

  • Sitio, Moses;Kim, Sangho;Lee, Jaewoo
    • International Journal of Aeronautical and Space Sciences
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    • 제14권2호
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    • pp.122-132
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    • 2013
  • In this research the development of unstructured grid discretization solution techniques is presented. The purpose is to describe such a conservative discretization scheme applied for experimental validation work. The objective of this paper is to better establish the effects of mesh generation techniques on velocity fields and particle deposition patterns to determine the optimal aerodynamic characteristics. In order to achieve the objective, the mesh surface discretization approaches used the VLA prototype manufacturing tolerance zone of the outer surface. There were 3 schemes for this discretization study implementation. They are solver validation, grid convergence study and surface tolerance study. A solver validation work was implemented for the simple 2D and 3D model to get the optimum solver for the VLA model. A grid convergence study was also conducted with a different growth factor and cell spacing, the amount of mesh can be controlled. With several amount of mesh we can get the converged amount of mesh compared to experimental data. The density around surface model can be calculated by controlling the number of element in every important and sensitive surface area of the model. The solver validation work result provided the optimum solver to employ in the VLA model analysis calculation. The convergence study approach result indicated that the aerodynamic trend characteristic was captured smooth enough compared with the experimental data. During the surface tolerance scheme, it could catch the aerodynamics data of the experiment data. The discretization studies made the validation work more efficient way to achieve the purpose of this paper.

Validation of 3D crack propagation in plain concrete -Part I: Experimental investigation - the PCT3D test

  • Feist, C.;Hofstetter, G.
    • Computers and Concrete
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    • 제4권1호
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    • pp.49-66
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    • 2007
  • The objective of this paper is to provide experimental data on the propagation of curved crack-surfaces and the respective load-displacement diagrams for the validation of numerical models for cracking of concrete, subjected to three-dimensional stress states. To this end beam-shaped specimens are subjected to combined bending and torsional loading, leading to the formation of a spatially curved crack-surface. The experimental data contain the evolution of the load and of the strains at selected points in terms of the crack mouth opening displacement and the propagation of the crack surface.

SVQR with asymmetric quadratic loss function

  • Shim, Jooyong;Kim, Malsuk;Seok, Kyungha
    • Journal of the Korean Data and Information Science Society
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    • 제26권6호
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    • pp.1537-1545
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    • 2015
  • Support vector quantile regression (SVQR) can be obtained by applying support vector machine with a check function instead of an e-insensitive loss function into the quantile regression, which still requires to solve a quadratic program (QP) problem which is time and memory expensive. In this paper we propose an SVQR whose objective function is composed of an asymmetric quadratic loss function. The proposed method overcomes the weak point of the SVQR with the check function. We use the iterative procedure to solve the objective problem. Furthermore, we introduce the generalized cross validation function to select the hyper-parameters which affect the performance of SVQR. Experimental results are then presented, which illustrate the performance of proposed SVQR.

암호기술 구현물 검증도구 구현 (Implementation of Validation Tool for Cryptographic Modules)

  • 이종후;김충길;이재일;이석래;류재철
    • 정보보호학회논문지
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    • 제11권2호
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    • pp.45-58
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    • 2001
  • 암호기술 검증에 대한 연구는 암호 알고리즘의 안전성 및 신뢰성을 검증하는데 집중되어 있는 경우가 대부분이다. 그러나 정보보호 시스템의 수준 향상과 안전성 신뢰성 확보를 위해서는 암호기술 자체에 대한 검증뿐만 아니라, 암호기술을 구현한 구현물에 대한 검증이 필요하다. 특히, 암호기술에 대해서 국내외적으로 폭 넓은 표준화가 진행되고 있는 가운데, 이들 기술표준을 정화하게 구현하는 것은 정보보호 시스템의 안전성 및 신뢰성 향상을 가져올 뿐만 아니라, 정보보호 시스템 간의 상호연동성 확보 및 사용자 편익 증대라는 면에서도 매우 중요하다. 본 논문에서는 RSA, KCDSA, SHA-1, HAS-160 등 국내 공인인증체계 기술표준으로 적용되고 있는 암호기술의 구현물이 기술표준을 정확하게 준용하여 구현되었는지를 테스트할 수 있는 검증도구를 설계 및 구현하였다. 각각의 암호기술에 내한 검증은 여러 개의 세부항목으로 구성되어 있고, 충분한 테스트 항목을 통해 검증의 정확성을 높였으며, 검증도구와 검증 대상이 원격에 위치한 상태에서 검증을 수행한 수 있도록 하였다. 본 논문에서 설계 및 구현한 검증도구는 RSA, KCDSA, SHA-1, HAS-160 등을 구현한 모든 보안 제품에 적용할 수 있으며, 각종 암호제품의 평가 및 인증에 활용한 수 있을 것으로 기대된다.

어머니용 부모공동양육 척도 개발 및 타당화 연구 (The Development and Validation of a Coparenting Scale for Mother (CS-M))

  • 전선영;이희선
    • 한국보육지원학회지
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    • 제18권3호
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    • pp.37-59
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    • 2022
  • Objective: The purpose of this study is to develop and validate a coparenting scales(mother's version) suitable for the Korean situation. Methods: In this study, mothers with one or more children were targeted. First, factor structure and construct validity were verified(N=412), and second, cross-validation and concurrent validity were verified(N=312). Results: The coparenting scale(mother's version) is largely composed of the mother's own coparenting and their spouse's coparenting. First, as a result of performing an exploratory factor analysis, three factors were extracted from the mother's own coparenting and their spouse's coparenting, and they were labeled parenting cooperation, parenting agreement, and parenting sharing. Through confirmatory factor analysis, 13 items were identified with three factors. Second, cross-validation was performed on a new group with confirmatory factor analysis, and as a result, validity was secured by satisfying the model validation criteria. In addition, the correlation between the existing scale and parenting efficacy was significant, thus securing concurrent validity. Conclusion/Implications: Through this study, the coparenting scale(mother's version) that was developed may provide practical guidelines for family coparenting by identifying mothers' perceptions of coparenting, and can be used in parent education and child-rearing policies.

다목적함수를 이용한 PDM 모형의 유량 분석 (Prediction of Stream Flow on Probability Distributed Model using Multi-objective Function)

  • 안상억;이효상;전민우
    • 한국방재학회 논문집
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    • 제9권5호
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    • pp.93-102
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    • 2009
  • 본 연구는 미호천 유역을 대상으로 유량곡선의 세부적인 특성을 고려한 다목적함수를 적용하여 Probability Distribution Model(PDM) 모형의 유량모의성능을 검토하였다. PDM은 유역을 한 개의 단위구역으로 개념화한 집중형 강우유출모형으로 영국의 지역화 연구 및 홍수량 산정방법에 대표적으로 이용되고 있다. PDM 모형의 5개 매개변수를 Monte Carlo 방법에 기반을 둔 분석도구(MCAT, Monte Carlo Analysis Toolkit)를 활용하여 사후검정분포, 검정근거 및 민감도 분석 등을 수행하였으며, 모형의 매개변수 중 cmax와 k(q)만이 뚜렷한 검정 근거가 있고 나머지 변수들은 동등성의 영향을 확인하였다. 또한, 유량곡선의 고유량 및 저유량의 특성을 맞춘 목적함수의 Trade-off를 고려한 매개변수의 파레토 최적해를 산정한 결과, 모든 목적에 최대한 부합하는 유량 산정의 가능성을 제시하였다. 검정(calibration)기간에서 NS*E=0.035, FSB=0.161, FDBH= 0.809로 안정적이며 만족할만한 모의성능을 나타내었고, 검증(validation)기간에 대해서도 안정적인 모의성능을 나타내었다.

수면 제품 실증을 위한 수면-각성 평가에 대한 고찰 (A Study on Sleep-Wake Assessment for Substantiation of Sleep Products)

  • 이유진;김다정;이하영
    • 수면정신생리
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    • 제27권2호
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    • pp.51-55
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    • 2020
  • 본 논문에서는 국내 수면산업의 발전을 위해 수면제품 실증의 국내외사례와 평가 방법들에 대해 리뷰해 보았다. 국외에는 실증을 위한 회사나 단체가 비교적 체계적으로 제품을 검증하려고 하고 있지만 기관에 따라 다소 다른 방법을 활용하고 있었고, 표준화된 실증가이드가 확립되지는 않고 있었다. 국내의 경우는 객관적인 실증을 포함하는 평가는 사실상 전무하였다. 수면제품 실증을 위한 수면-각성 평가의 평가는 제품 자체에 관한 전문가 평가 및 사용자의 효과성 평가가 필요할 것이며 사용자 대상 평가는 주관적, 객관적 수면-각성 평가 및 일주기 리듬 평가 방법이 활용될 수 있겠다. 보다 정확한 검증을 위해 무작위 배정법, 대조 용품 활용법, 교차실험설계 등의 디자인도 활용될 수 있다.