• Journal of information and communication convergence engineering
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• 제4권3호
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• pp.114-117
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• 2006

In this paper, we fabricated the EM wave absorber for 94 GHz radar sensors using Permalloy of magnetic material with chlorinated polyethylene (CPE), and S-parameter was measured. The complex relative permittivity and permeability are calculated by the measured data. Absorption abilities are simulated according to different thickness of the EM wave absorbers, and the EM wave absorber was manufactured based on the simulated design. Simulated and measured results agree very well. As a result, we developed the EM wave absorber with the thickness of 1.15 mm which has an absorption ability of 18 dB at 94 GHz.

• 대한원격탐사학회:학술대회논문집
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• 대한원격탐사학회 2002년도 Proceedings of International Symposium on Remote Sensing
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• pp.786-791
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• 2002

Mapping systems using Satellite Imagery has not been well-established compare to conventional Arial Photograph mapping systems. In order for satellite imagery to produce a stable quality of maps, it requires to follow the standard mapping procedures. In this satellite imagery study, we proposed four methods of mapping procedures. Mapping methods were established by generating trial maps and analyzing types of input data and functions of DPW (Digital Photogrammetric Workstation). On quantitative aspect, accuracy of each steps were measured by increasing 2 GCPs each time from the minimum of 6 GCPs. In DLT, with the minimum of 10 points, RMSE is 2 pixels at most. Besides that, interpretation and stereoscopic plotting using KOMPSAT-1 imagery and other simulated imagery was performed. The tests resulted that, for KOMPSAT-1 (6.6m) stereoscopic images, the possibility of interpretation is 44.79% and possibility of stereoscopic plotting is 43.75%. In the other hand, for simulated imagery (1m), the possibility of interpretation is 60.92% and possibility of stereoscopic plotting is 55.18%.

• Nuclear Engineering and Technology
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• 제56권5호
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• pp.1672-1678
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• 2024

We introduce a creative approach combining machine learning with optimization techniques to enhance the optimization of the loading pattern (LP). Finding the optimal LP is a critical decision that impacts both the reload safety and the economic feasibility of the nuclear fuel cycle. While simulated annealing (SA) is a widely accepted technique to solve the LP optimization problem, it suffers from the drawback of high computational cost since LP optimization requires three-dimensional depletion calculations. In this note, we introduce a technique to tackle this issue by leveraging neural networks to filter out inappropriate patterns, thereby reducing the number of SA evaluations. We demonstrate the efficacy of our novel approach by constructing a machine learning-based optimization model for the LP data of the Korea Standard Nuclear Power Plant (OPR-1000).

• 한국콘텐츠학회논문지
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• 제21권4호
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• pp.370-381
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• 2021

본 연구는 부산, 울산, 김해 지역에 소재한 3-4년제 대학 유아교육과 재학생 350명을 대상으로 예비유아교사들의 모의수업에 대한 인식과 요구도를 살펴보고자 하였다. 이를 통해 교원양성기관에서 모의수업을 지도하는 교수자들에게 예비유아교사의 현재 수준에 근거한 기초자료를 제공하고 모의수업의 효과적인 운영방안을 모색하고자 하는데 목적이 있다. 연구 결과 예비유아교사는 모의수업은 교원양성교육에서 필요하며 수업능력 향상에 도움을 준다고 인식하고 있었지만 모의수업 횟수를 늘리는 것에는 찬성하지 않고 있었으며 교수자의 모의수업 지도 방법에 대해서도 매우 만족하고 있지는 않은 것으로 나타났다. 또한 현장경력을 바탕으로 한 실제적 수업지식과 기술이 있는 교수자에게 모의수업 준비단계와 평가단계의 최소 2회의 피드백을 받길 원하고 있었으며 구체적으로 교육계획안 작성 원리 및 방법과 유아와 효과적 상호작용 및 발문에 대해 지도받고자 하였다. 피드백은 학급 구성원 모두와 교수자가 함께 참여하는 형태를 가장 선호하였으며 교수자 피드백 이외에는 영유아가 함께 참여하는 모의수업 경험을 요구하였다.

• Journal of the Korean Data and Information Science Society
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• 제25권2호
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• pp.447-454
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• 2014

In many practical machine learning and data mining applications, unlabeled training examples are readily available but labeled ones are fairly expensive to obtain. Therefore semi-supervised learning algorithms have attracted much attentions. However, previous research mainly focuses on classication problems. In this paper, a semi-supervised regression method based on support vector regression (SVR) formulation that is proposed. The estimator is easily obtained via the dual formulation of the optimization problem. The experimental results with simulated and real data suggest superior performance of the our proposed method compared with standard SVR.

• Journal of the Korean Data and Information Science Society
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• 제21권2호
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• pp.363-369
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• 2010

In this paper we propose a mixed-effects least squares support vector regression (LS-SVR) for longitudinal data. We add a random-effect term in the optimization function of LS-SVR to take random effects into LS-SVR for analyzing longitudinal data. We also present the model selection method that employs generalized cross validation function for choosing the hyper-parameters which affect the performance of the mixed-effects LS-SVR. A simulated example is provided to indicate the usefulness of mixed-effect method for analyzing longitudinal data.

• 한국컴퓨터정보학회논문지
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• 제9권3호
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• pp.189-194
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• 2004

본 논문에서는 클러스터 기반의 멀티캐스트 라우팅 문제 해법을 위한 Simulated Annealing(SA) 알고리즘을 제안한다. 멀티캐스트는 한 점에서 다수의 집단 구성원들에게 데이터를 전송하는 것으로 이는 멀티캐스트 트리를 구성하여 해결할 수 있다. 즉, 전체 네트워크를 몇 개의 클러스터로 분할한 후 클러스터 내부를 멀티캐스트 트리로 구성하여 해결할 수 있다. 멀티캐스트 트리는 최소비용 스타이너 트리로 구성할 수 있다. 본 논문에서는 SA알고리즘을 최소비용 스타이너 트리에 적용하였다. 특히, SA 알고리즘에서는 냉각 스케줄을 어떻게 설정하느냐에 따라 알고리즘의 성능에 영향을 준다. 따라서 본 논문에서는 멀티캐스트 라우팅 문제를 위한 SA 알고리즘의 냉각 스케줄을 제안하고, 그 결과를 분석한다.

• Biotechnology and Bioprocess Engineering:BBE
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• 제9권5호
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• pp.331-338
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• 2004

The Separation of two amino acids, phenylalanine and tryptophan, was carried out using laboratory simulated moving bed (SMB) chromatography. The SMB process consisted of four zones, with each zone having 2 columns. The triangle theory was used to obtain the operating conditions for the SMB. The mass transfer coefficients of the two amino acids were obtained from the best-fit values by comparing simulated and experimental pulse data. The competitive adsorption isotherms of the two amino acids were obtained by single and binary frontal analyses, taking into consideration the competition between the two components. A competitive Langmuir isotherm, obtained from single-component frontal chromatography, was used in the first run, and the isotherm from binary frontal chromatography in the second, with the flow rate of zone 1 modified to improve the purity. Compared to the first and second runs, the competitive Langmuir isotherm from the binary frontal chromatography Showed good agreement with the experimental results. Also, adjusting the flow rate in zone 1 increased the purity of the products. The purities of the phenylalanine in the raffinate and the tryptophan in the extract were 99.84 and $99.99\%$, respectively.

• Restorative Dentistry and Endodontics
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• 제43권2호
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• pp.15.1-15.7
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• 2018

Objectives: The present study aimed to evaluate the shaping ability of 2 thermally treated nickel-titanium reciprocating systems in simulated curved canals. Materials and Methods: Forty simulated canals were prepared to apical size 25 using Reciproc Blue R25 (VDW) and WaveOne Gold Primary (Dentsply Sirona) instruments. Standard pre- and post-preparation images were taken and superimposed. The removal of resin material was measured at 5 standard points: the canal orifice, halfway between the canal orifice and the beginning of the curve, the beginning of the curve, the apex of the curve, and the end-point of the simulated canal. The data were analysed using the independent sample t-test with a 5% significance threshold. Results: The canals in which Reciproc Blue R25 was used showed a significantly greater widening than those in which WaveOne Gold was used at 4 of the 5 measurement points (p < 0.05). The Reciproc Blue R25 instrument removed significantly more resin from the inner aspect of the curve at 2 of the 5 points and similar amounts at the remaining 3 points. At the 2 apical points, there was no significant difference between the Reciproc Blue R25 and WaveOne Gold Primary instruments. Conclusion: Both instruments respected the original canal anatomy; however, WaveOne Gold resulted in a more conservative shape with less transportation.

• 한국항해항만학회지
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• 제33권3호
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• pp.193-197
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• 2009

본 논문에서는 실내 무선LAN 환경에서 발생하는 다중반사에 의한 통신속도 저하 및 데이터 손실과 같은 문제점을 해결하기 위한 전파흡수체를 설계하였다. 먼저 자성손실 재료인 Sendust와 지지재인 CPE(Chlorinated Polyethylene)조성비별 전파흡수체 샘플을 제작하였고, 각 샘플의 재료정수를 이용하여 시뮬레이션 한 결과, 최적의 조성비가 Sendust : CPE = 80 : 20 wt.% 임을 확인하였다. 그리고 시뮬레이션 결과를 토대로 전파흡수체를 실제작하였다. 제작된 전파흡수체의 측정 결과 시뮬레이션 결과와 잘 일치하였으며, 제작된 전파흡수체는 두께 3.2 5mm 조성비 Sendust : CPE = 80 20 wt.%이며, 중심주파수 2.4 GHz에서 19 dB의 전파흡수 특성을 보였다.