• The KIPS Transactions:PartB
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• v.9B no.3
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• pp.271-276
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• 2002

The test statistic in ANOVA tests has a single or doubly noncentral F distribution and the noncentral F distribution is applied to the calculation of the power functions of tests of general linear hypotheses. Although various approximations of noncentral F distribution are suggested, they are troublesome to compute. In this paper, the calculation of noncentral F distribution is applied to the neural network theory, to solve the computation problem. The neural network consists of the multi-layer perceptron structure and learning process has the algorithm of the backpropagation. Using fables and figs, comparisons are made between the results obtained by neural network theory and the Patnaik's values. Regarding of accuracy and calculation, the results by neural network are efficient than the Patnaik's values.

• Proceedings of the Korean Society of Broadcast Engineers Conference
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• 2012.11a
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• pp.101-102
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• 2012

지수-골롬 부호는 데이터의 무손실 부호화를 위해 사용되는 대표적인 방법으로서 지수 함수 형태로 단일 모드 분포를 가지는 데이터의 부호화에 적합하다. 본 논문에서는 데이터의 분포가 단일 모드가 아닌 이중 모드를 가지는 경우에 적용하기 위해 변형된 지수-골롬 부호를 제안하고 모드의 높이와 모드 사이의 거리에 따른 부호화 성능을 살펴보았으며 실제 데이터에 적용한 실험결과를 제시하였다.

• Proceedings of the Korean Vacuum Society Conference
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• 2013.02a
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• pp.580-580
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• 2013

공정 플라즈마에서 사용할 수 없는 단일 랭뮤어 탐침법의 단점을 극복하기 위해서 부유 고조화파 탐침법이 개발되었고, 개선되어왔다. 다중 주파수를 인가하여 발생하는 고조화파 신호들 중 상호간섭주파수의 진폭을 이용하는 Sideband 방법과 원신호의 주파수 진폭을 이용하는 이중 주파수 방법이 있는데, 본 연구에서는 위와 같이 응용된 방법들과 기존의 부유 고조화파 탐침법의 장단점을 파악하고, 차이점을 규명하였다. 플라즈마 변수를 이끌어내기 위해 사용된 베셀함수의 민감도를 통해 특정 전자온도 영역에서의 각 방법들의 신뢰성을 비교해보았고, 측정값에서의 차이를 주파수 응답 특성 차이 및 전자 에너지 분포의 차이로 설명하였다. 이런 비교 연구를 통해 상황 별 적합한 측정 방법을 선택적 이용할 수 있을 뿐만 아니라, 이를 통해 측정하는 플라즈마 변수의 신뢰성을 향상시킬 수 있을 것으로 예상된다.

• Environmental and Resource Economics Review
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• v.20 no.1
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• pp.119-153
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• 2011

This study reviews various aspects of model formulating processes of dichotomous choice responses of the contingent valuation method (CVM), which has been increasingly used in the preliminary feasibility test of Korea public investment projects. The theoretical review emphasizes the consistency between WTP estimation process and WTP measurement process. The empirical analysis suggests that two common parametric models for dichotmous choice responses (RUM and RWTP) and two commonly used probability distributions of random components (probit and logit) resulted in all most the same empirical WTP distributions, as long as the WTP functions are specified to be a linear function of the bid amounts. However, the efficiency gain of DB response compared to SB response were supported on the ground that the two CV responses are derived from the same WTP distribution. Moreover for the exponential WTP function which guarantees the non-negative WTP measures, sample mean WTP were quite different from median WTP if the scale parameter of WTP function turned out to be large.

• Applied Chemistry for Engineering
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• v.19 no.6
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• pp.609-616
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• 2008

The present study is concerned with a simple numerical method for estimating the hindered settling velocity of noncolloidal suspensions with bidisperse size distribution of particles. The method is based on an effective-medium theory which uses the conditional ensemble averages for describing the velocity fields or other physical quantities of interest in the suspension system with the particles randomly placed. The effective-medium theory originally developed by Acrivos and Chang[1] for monodisperse suspensions is modified for the bidisperse case. Using the radial distribution functions and stream functions the hindered settling velocity of the suspended particles is calculated numerically. The predictions by the present method are compared with the previous experimental results by Davis and Birdsell[2] and Cheung et al.[3]. It is shown that the estimations by the effective-medium model of the present study reasonably agree with the experimental results.

• Geophysics and Geophysical Exploration
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• v.8 no.1
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• pp.41-49
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• 2005

We have developed a random heterogeneous velocity model with bimodal distribution in methane hydrate-bearing Bones. The P-wave well-log data have a von Karman type autocorrelation function and non-Gaussian distribution. The velocity histogram has two peaks separated by several hundred metres per second. A random heterogeneous medium with bimodal distribution is generated by mapping of a medium with a Gaussian probability distribution, yielded by the normal spectral-based generation method. By using an ellipsoidal autocorrelation function, the random medium also incorporates anisotropy of autocorrelation lengths. A simulated P-wave velocity log reproduces well the features of the field data. This model is applied to two simulations of elastic wane propagation. Synthetic reflection sections with source signals in two different frequency bands imply that the velocity fluctuation of the random model with bimodal distribution causes the frequency dependence of the Bottom Simulating Reflector (BSR) by affecting wave field scattering. A synthetic cross-well section suggests that the strong attenuation observed in field data might be caused by the extrinsic attenuation in scattering. We conclude that random heterogeneity with bimodal distribution is a key issue in modelling hydrate-bearing Bones, and that it can explain the frequency dependence and scattering observed in seismic sections in such areas.

• The Korean Journal of Applied Statistics
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• v.32 no.1
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• pp.99-109
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• 2019

We compared the confidence intervals of estimators using various bootstrap methods for a Random Coefficient Autoregressive(RCA) model. We consider a Quasi score estimator and M-Quasi score estimator using Huber, Tukey, Andrew and Hempel functions as bounded functions, that do not have required assumption of distribution. A standard bootstrap method, percentile bootstrap method, studentized bootstrap method and hybrid bootstrap method were proposed for the estimations, respectively. In a simulation study, we compared the asymptotic confidence intervals of the Quasi score and M-Quasi score estimator with the bootstrap confidence intervals using the four bootstrap methods when the underlying distribution of the error term of the RCA model follows the normal distribution, the contaminated normal distribution and the double exponential distribution, respectively.

• Journal of computational fluids engineering
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• v.16 no.4
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• pp.7-13
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• 2011

A comparative analysis of thermal models in the lattice Boltzmann method(LBM) for the simulation of laminar natural convection in a square cavity is presented. A HYBRID method, in which the thermal equation is solved by the Navier-Stokes equation method while the mass and momentum conservation are resolved by the lattice Boltzmann method, is introduced and its merits are explained. All the governing equations are discretized on a cell-centered, non-uniform grid using the finite-volume method. The convection terms are treated by a second-order central-difference scheme with a deferred correction method to ensure stability of the solutions. The HYBRID method and the double-population method are applied to the simulation of natural convection in a square cavity and the predicted results are compared with the benchmark solutions given in the literatures. The predicted results are also compared with those by the conventional Navier-Stokes equation method. In general, the present HYBRID method is as accurate as the Navier-Stokes equation method and the double-population method. The HYBRID method shows better convergence and stability than the double-population method. These observations indicate that this HYBRID method is an efficient and economic method for the simulation of incompressible fluid flow and heat transfer problem with the LBM.

• Proceedings of the Korean Information Science Society Conference
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• 2000.04b
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• pp.589-591
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• 2000

비디오 데이터가 포함하고 있는 카메라와 이동물체의 동작정보를 추출하기 위한 대표적인 방법으로 동작벡터 추출알고리즘이 있다. 본 논문에서는 영상 내에 밝기 값 분포가 균일한 영역이 존재할 때 부정확한 정합 결과를 보이는 것은 기존 알고리즘의 문제점과 이를 개선할 수 있는 계층적 블록정합 알고리즘의 정합오류 전파가능성, 높은 시간복잡도 문제를 동시에 해결할 수 있는 블록정합 알고리즘을 제안한다. 제안하는 알고리즘은 Coarse-to-Fine 방식의 탐색방법과 Dynamic Control Strategy를 결합한 것으로서 정합한 블록의 상황에 따라 탐색 레이어를 동적으로 변경시키는 방법을 사용한다. 본 알고리즘은 크게 두단계로 나뉘어 지는데 탐색 레이어를 결정하는 Control 변경 결정 단계와 정합도 측정함수를 통해 블록에 대한 정합 정확도를 측정하는 단계로 구성이 된다.

• 한국HCI학회:학술대회논문집
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• 2008.02a
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• pp.607-611
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• 2008

This paper proposes new video signature using spatio-temporal information for copy detection. The proposed video copy detection method is based on concentric circle partitioning method for each key frame. Firstly, key frames are extracted from whole video using temporal bilinear interpolation periodically and each frame is partitioned as a shape of concentric circle. For the partitioned sub-regions, 4 feature distributions of average intensity, its difference, symmetric difference and circular difference distributions are obtained by using the relation between the sub-regions. Finally these feature distributions are converted into binary signature by using simple hash function and merged together. For the proposed video signature, the similarity distance is calculated by simple Hamming distance so that its matching speed is very fast. From experiment results, the proposed method shows high detection success ratio of average 97.4% for various modifications. Therefore it is expected that the proposed method can be utilized for video copy detection widely.