• Communications for Statistical Applications and Methods
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• 제13권3호
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• pp.719-732
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• 2006

A set of clustering algorithms with proper weight on the formulation of distance which extend to mixed numeric and multiple binary values is presented. A simple matching and Jaccard coefficients are used to measure similarity between objects for multiple binary attributes. Similarities are converted to dissimilarities between i th and j th objects. The performance of clustering algorithms with balancing weight on different similarity measures is demonstrated. Our experiments show that clustering algorithms with application of proper weight give competitive recovery level when a set of data with mixed numeric and multiple binary attributes is clustered.

• 산업공학
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• 제24권2호
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• pp.151-155
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• 2011

In this study, we propose a signomial classification method with ₀-regularization (₀-)which seeks a sparse signomial function by solving a mixed-integer program to minimize the weighted sum of the ₀-norm of the coefficient vector of the resulting function and the $L_1$-norm of loss caused by the function. $SC_0$ gives an explicit description of the resulting function with a small number of terms in the original input space, which can be used for prediction purposes as well as interpretation purposes. We present a practical implementation of $SC_0$ based on the mixed-integer programming and the column generation procedure previously proposed for the signomial classification method with $SL_1$-regularization. Computational study shows that $SC_0$ gives competitive performance compared to other widely used learning methods for classification.

• 한국경영과학회지
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• 제15권2호
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• pp.71-83
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• 1990

This paper concerns the analyses of dynamic adjustments in noncooperative games where the market informations are given at discrete time intervals. During the game period, the market informations are given at discrete time intervals. During the game period, the inventories initially stored by players are to be released one day based to the completely competitive market so as to maximize each player's revenue, where players' parameters are unknown one another. Game results have shown that the continuous dynamic adjustment does not necessarily assure the better revenue, and if a player thinks that his parameter is underestimated by hig opponent, then he is better overestimate his opponent's parameter.

• EDISON SW 활용 경진대회 논문집
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• 제5회(2016년)
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• pp.469-472
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• 2016

Jansen Mechanism has been a constant popularity by researchers studying legged robots because of many benefits. This paper proposed the design process of optimized legged robots using Jansen Mechanism and m.Sketch(Jansen Mechanism simulation software). First, driving part of legged robots is designed in compliance with the design regulations of a competitive exhibition. Second, setting the length of link and position of joint is conducted in keeping with the constraints. Third, Ground Length (GL) and Ground Angle Coefficient(GAC) values are extracted by m.Sketch simulation. Finally, by repeating the previous procedures, comparing the GL and GAC values, find the optimum input values. This.

• Communications for Statistical Applications and Methods
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• 제26권1호
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• pp.57-67
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• 2019

Income distribution is a major concern in economic theory. In regional economics, it is often of interest to compare income distributions in different regions. Traditional methods often compare the income inequality of different regions by assuming parametric forms of the income distributions, or using summary statistics like the Gini coefficient. In this paper, we propose a nonparametric procedure to test for heterogeneity in income distributions among different regions, and a K-means clustering procedure for clustering income distributions based on energy distance. In simulation studies, it is shown that the energy distance based method has competitive results with other common methods in hypothesis testing, and the energy distance based clustering method performs well in the clustering problem. The proposed approaches are applied in analyzing data from China Health and Nutrition Survey 2011. The results indicate that there are significant differences among income distributions of the 12 provinces in the dataset. After applying a 4-means clustering algorithm, we obtained the clustering results of the income distributions in the 12 provinces.

• 한국식품영양과학회지
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• 제27권6호
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• pp.1152-1159
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• 1998

In order to develop more rapid and reproducible analysis of biotin known as vitamin H, attempts were made to establish the condition for enzyme linked immunosorbent assay(ELISA) compared with traditional microbiological assay(MBA). Antibiotin and antiserum were obtained from the immunized rabbits injected with emulsion of biotin KLH conjugate and Freund's adjuvant. The antiserum showed cross reactivity on biocytin, a derivative of biotin, which is converted to biotin in intestine, at the rate of 177%(median inhibitory concentration(IC50)=12.58ppb), but not on other derivatives such as desthiobiotin, diaminobiotin and 2 imino biotin. Specific antibody for biotin was purified from the antiserum through protein A column and desalting column. The conditions of competitive direct ELISA (cdELISA) were established. Detection range of biotin concentration by cdELISA was 0.01∼300ng/ ml(ppb). In the spike test with milk, fruit flake and pine carrot juice, the correlation coefficient between two methods of MBA and ELISA was reliably consistent at the value of r=0.992. But detection of biotin by microbiological assay(MBA) was rather restricted in range and nonspecific. Detection range of biotin by MBA was 0.1∼0.5ng/ml(ppb). It showed cross reactivities on biocytin and desthiobiotin at the rate of 80.1% and 66.7%, respectively. In conclusion, ELISA revealed a significant improvement compared with MBA for the biotin detection in terms of sensitivity, detection range and cross reactivity. In addition, a variety of samples could be analyzed rapidly and conveniently at one time by using ELISA. These results strongly suggest that the ELISA is very promising for the practical application to detect biotin contents in a wide range of food stuffs.

• 상하수도학회지
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• 제22권2호
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• pp.187-193
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• 2008

Biological removal capacities for volatile organic compounds (VOCs) were determined using a yeast strain, Candida tropicalis. In this study, VOCs including toluene, benzene, p-xylene, and styrene as single substrates or mixtures were tested in the batch culture of the yeast strain. In addition, a kinetic model was applied to evaluate substrate interactions between the VOCs. The yeast strain was able to biodegrade each VOC effectively as a growth substrate, implying it could applied to wide range of VOCs. When the yeast strain was subjected to VOCs in mixtures, the biodegradation rate of one substrate were either increased (stimulated) or decreased (inhibited) by the presence of the others. Both benzene and toluene were inhibited by the other VOCs, and substrate interaction parameters estimated in the model indicated that styrene was the strongest inhibitor for the benzene and toluene biodegradation. Meanwhile, the biodegradation of p-xylene and styrene was stimulated by the presence of either benzene or toluene. The biodegradation rate of p-xylene was significantly increased especially by the presence of toluene, and the styrene biodegradation was enhanced greatly by the benzene addition. The results of the substrate interaction by the yeast strain suggest that the biodegradation rates for the VOCs in mixtures should be carefully evaluated. Furthermore, the competitive inhibition coefficient could be applied as a useful index to determine the substrate interaction

• 대한의생명과학회지
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• 제5권1호
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• pp.11-15
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• 1999

갑상선 질환의 진단에 필요한 갑상선 호르몬의 측정시 thyroxine (T$_4$)농도 측정방법이 가장 흔히 이용되고 있다. 과거에 많이 활용되어온 방사면역측정법 (RH)이 폐기물 처리 및 관리인원 등의 인적, 물적인 문제가 크게 대두되고 있는 점을 감안하면 효소결합면역측정법의 확립은 큰 의미가 있다고 하겠다. 본 연구에서는 thyroxine (T$_4$)에 대한 단클론 항체 (monoclonal antibody)를 이용하여 T$_4$에 horseradish-peroxidase를 화학적으로 결합시킨 microtiter plate에 HRP-conjugate T$_4$와 혈청내의 T$_4$간의 서로 경쟁적인 반응을 이용한 표준곡선을 얻었다. 그리고 이렇게 확립한 기법을 임상적인 갑상선질환 환자의 혈청을 기존의 chemiluminescence 방법을 이용하여 얻은 결과와 비교하여 본 실험에서 확립한 ELISA검사 수치의 유용성을 검토하였으며 이 방법의 임상이용 가능성을 검토하였다.

• 한국항만경제학회지
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• 제31권3호
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• pp.93-105
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• 2015

본 연구는 최근까지 이루어진 공항의 집중도 및 항공 유동성 자료를 바탕으로 한 선행연구를 고찰하고, 항공 및 공항의 환경변화에 따라 변화되고 있는 아시아 주요공항의 화물 물동량 구조를 파악하였다. 또한, 아시아 지역에서의 화물 전이 현상을 분석하여, 경쟁공항들의 경쟁수준을 파악하여 향후 전략적 시사점을 제시하는 것을 본 연구의 목적으로 하였다. 현재 동북아 권역의 과점화는 꾸준히 약화되고 있으나 이는 중국공항의 성장에 따른 결과이며 이 지역에서의 푸동공항은 지속적인 물동량 확대는 새로운 과점화 증대 현상도 일어날 수 있다는 것을 시사한다. 또한, 2000년부터 2012년까지 항공화물 변이 효과분석 결과에 의하면 인천공항의 항공화물은 약 42만 톤이, 나리타공항은 약 128만 톤이 동북아 권역의 다른 공항으로 전이된 것으로 분석되었다. 이는 일부가 직접경쟁이 가능한 푸동공항으로 전이된 것으로 판단할 수 있어 향후 전이가 지속적으로 창출되는 원인과 이유에 대한 추후 연구도 필요한 것으로 판단된다.

• 대한환경공학회지
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• 제22권12호
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• pp.2175-2185
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• 2000

호흡율은 활성미생물의 상태를 정확하게 나타낼 수 있는 상태변수로서 활성슬러지 공정을 모사하는데 유용하게 이용될 수 있다. 크게 competitive, noncompetitive, uncompetitive로 분류되는 독성물질은 미생물의 반속도상수와 비성장율을 증가/감소시켜 기질제거능을 떨어뜨린다. 본 연구에서는 장기폭기법으로 운전되는 pilot-scale 활성슬러지 공정을 대상으로 대표적인 noncompetitive 억제물질인 산성폐수가 유발하는 독성영향을 예측할 수 있는 모델을 도출하고 호흡율을 중심으로 활성슬러지의 거동을 모사하였다. Noncompetitive 억제 모델을 이용하여 pH 3.9~5.5의 산성폐수 유입시 호흡율의 실측치와 계산치는 상관계수가 0.96 이상으로 매우 근사한 결과를 보였다. 그러나 COD로 표현된 유출수 기질농도는 독성영향에도 불구하고 큰 변화를 보이지 않았다. 이는 유입수중의 생분해성 기질(readily biodegradable substrate) 농도가 낮기 때문인 것으로 판단되었다. 그리고 유입수의 기질농도 감소에 의한 호흡율의 감소보다 산성폐수에 의한 호흡율의 감소가 훨씬 크게 나타나 기질농도 감소에 따른 호흡율 기초 독성감지 장치의 오류 가능성은 적은 것으로 판단되었다.