• International Area Studies Review
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• v.13 no.3
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• pp.73-91
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• 2009

In this paper, we attempt to study the trend of regional disparity among Chinese provinces and examine the effects of globalization on the disparities adapting panel data approach. The panel data set utilized consists of the annual variables of 29 provinces during 18 years from 1990 to 2007. The trend of inter-provincial disparities in the 1990s with the expansive trend but the trend has started to decrease since 2000. The results of the China case study show clearly that the provincial international trade level and ratio variables perform on regional income disparities remarkably in all cases. It means that the large development of international trade do with increased among provincial disparity. While due to the large area in the provinces, there exist urban-rural disparities within provinces could be one of the main source of regional disparities. Therefore, along with western regions development policy various development policies against small cities are necessary for balanced regional economic growth in China.

• Korea journal of population studies
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• v.20 no.1
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• pp.65-96
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• 1997

The main purpose of this study is to explore the determinants of sex ratio imbalance at birth in Taegu which has experienced the extremely imbalanced sex ratio at birth since mid-1980s. This paper attempts to compare the determinants of sex ratio imbalance at birth, such as sex discrimination against women, son preference, prenatal sex identification followes by sex-selective induced abortions, among married women aged 25 to 44 in Taegu with those in Bay area, California in USA. The research is based on the survey data which were conducted in Taegu, Repulic of Korea and Bay area, California in USA. The findings of this analysis suggest that married women in Taegu are more likely to feel sex discrimination against women than married women in Bay area. Furthermore, the percentage of married women's effort for son bearing before pregnancy is much higher than that of married women in Bay area. We also have found that the percentage of sex-selective induced abortion in Taegu is six times higher than that of married women in Bay area. According to the logistic regression analysis, the determinants of sex-selective induced abortion among married women in Taegu are discrimination against women, son preference, prenatal sex identification. On the other hand, age is the only variable which has an important impact on sex-selective induced abortion among married women in Bay area. From the findings of this study, we can conclude that son preference based on Cofucianism is the most important impact on sex ratio imbalance at birth in Taegu where son preference is much stronger than other regions in Korea. The phenomenon of extremely imbalanced sex ratio at birth in Taegu is the result of combination of these factors, such as strong son preference, seeking to have at least one son within small family size, and prenatal sex identification followed by sex-selective induced abortion.

• Membrane Journal
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• v.25 no.4
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• pp.367-372
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• 2015

In pressure-retarded osmosis (PRO) and forward osmosis (FO) processes, solvent (permeate) flux depends on which surface the draw solution faces. There are two operation modes. PRO mode indicates that the active layer faces the draw solution, and FO mode means that the porous substrate fronts the draw stream. It is often observed that the PRO mode produces higher flux than that of FO under the same operating conditions. The current work uses the method of proof by contradiction, and mathematically proves the intrinsic flux inequality between the two modes.

• Journal of Digital Convergence
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• v.17 no.3
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• pp.463-471
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• 2019

The purpose of this study was to investigate the effect of muscle imbalance on motion of back squat. The isokinetic muscle strength of the 8 subjects was recorded for the knee flexion/extension by the cybex 770 dynamometer. Each subject performed 3 back squats with the long barbell with an intensity of 25% body weight(BW), 50%BW, 100%BW, 125%BW. During the back squat through the recorded kinematic data the subjects' maximum flexion and extension knee angle, center of mass displacement and V-COP were calculated for evaluation of the stability of the movement. For the statistical analysis independent t-test was used. Knee flexion angle and COM displacement are dominated by the reciprocal muscle ratio. V-COP factor was dominated by bilateral extension deficit. Based on the results we can know that as the intensity of the squat increased to a level control was difficult because the muscles' imbalance influenced the movement.

• Journal of the Korea Institute of Information Security & Cryptology
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• v.27 no.6
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• pp.1385-1395
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• 2017

This paper aims to develop an IDS (Intrusion Detection System) that takes into account class imbalanced datasets. For this, we first built a set of training data sets from the Kyoto 2006+ dataset in which the amounts of normal data and abnormal (intrusion) data are not balanced. Then, we have run a number of tests to evaluate the effectiveness of machine learning techniques for detecting intrusions. Our evaluation results demonstrated that the Random Forest algorithm achieved the best performances.

• KDI Journal of Economic Policy
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• v.16 no.2
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• pp.91-109
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• 1994

본고(本稿)는 피보험자(被保險者)의 위험정도(危險程度)에 관하여 정보의 불균형이 존재하고 있는 보험시장에서 전체(全體) 시장참여자(市場參與者)의 효용(效用)과 기대이익(期待利益)을 증대시키기 위하여 어떠한 가격정책을 수립하여야 하는지를 분석(分析)하고, 이 분석을 토대로 현재 정부가 추진중인 가격자유화 추진계획방향을 평가하고 개선방향(改善方向)을 제시하고자 하였다. 본고(本稿)의 분석결과(分析結果)에 따르면 정보(情報)의 불균형하(不均衡下)에서 자유화 초기단계의 제한적인 가격자유화는 전체 보험이용자의 효용을 증대시키는 효과를 가져오나 자유화의 폭이 커질수록 사회전체적인 효용증대효과는 불명확해진다. 이 경우 일정범위에 대해서는 요율(料率)과 보장범위(保障範圍)를 위험에 따라 차별화하지 않는 단일(單一) 공동요율(共同料率)을 제시하는 계약(契約)을 주계약(主契約)으로 구매하게 하고, 보충계약(補充契約)인 특약부분(特約部分)에서 각 이용자가 위험정도에 따라 차별화된 가격으로 적절한 보장범위를 선택하게 하도록 정부가 유도하는 것이 바람직하다. 주계약과 보충계약으로 구성된 이러한 보조계약(補助契約)은 기존의 단일(單一) 공동요율(共同料率)에 의한 계약보다 파레토개념에서 우월한 계약으로 시장전체에 순효용증대(純效用增大)의 효과(效果)를 가져올 것이다. 또한 고지의무(告知義務)의 강화(强化), 위험분류(危險分類) 및 선택(選擇) 업무(業務)의 효율화(效率化) 등으로 보험시장내에서 정보의 불균형현상이 해소되고 나면 실질적(實質的)인 가격(價格)의 완전자유화(完全自由化)를 실시하여 파레토최적(最適)을 이루어야 할 것이다. 따라서 정부는 보험시장(保險市場)의 특성(特性)을 고려하여 주어진 조건에서 전체 시장참여자의 효용과 기대이익을 극대화하는 가격정책(價格政策)을 펴야 하며, 현재 추진중인 보험상품(保險商品) 가격자유화계획(價格自由化計劃)도 이런 관점에서 재조명되어야 할 것이다.

• Proceedings of the KIEE Conference
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• 2006.10d
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• pp.101-103
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• 2006

외전형 유도전동기 모터는 내전형에 비해 소형화 및 경량화 시킬 수 있는 장점이 있다. 하지만 회전자와 고정자간의 공극사이에 이심률이 있을 때, 불균형 모멘트로 인한 토크 리플이 내 전형보다 더 크게 일어나는 단점이 있다. 이러한 토크리플은 모터의 정속적인 운전을 방해시킬 뿐만 아니라 불규칙한 출력토크로 인한 작동상의 오류를 초래한다. 본 논문에서는 의전형 모터에서 이심률에 따른 불균형력이 최소화 될 수 있는 슬롯 형태에 대해서 연구하기 위해, 전폐형, 반폐형, 개구형태의 3가지 슬롯 형태에 대한 특성을 비교 하였다. 개구형의 경우 슬롯 누설 리액턴스가 낮아져 토크 형성율이 매우 높아 높은 토크를 발생시킬 것을 예상 하였지만, 토크 리플에 따른 출력 감소로 오히려 출력토크가 감소할 뿐만 아니라 이심률 증가에 따른 불균형력 또한 매우 컸다. 이에 비해 전폐형태의 슬롯은 누설리엑턴스의 영향으로 토크 형성 자체는 10% 정도 저감 되었으나, 이심률 증가에 따른 분균형력이 가장 적어 의전형 모터에 가장 적함한 형태임을 알 수 있었다.

• Smart Media Journal
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• v.13 no.2
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• pp.9-15
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• 2024

In this paper, a Diffusion Multi-step Classifier (DMC) is proposed to address the imbalance issue in credit prediction. DMC utilizes a Diffusion Model to generate continuous numerical data from credit prediction data and creates categorical data through a Multi-step Classifier. Compared to other algorithms generating synthetic data, DMC produces data with a distribution more similar to real data. Using DMC, data that closely resemble actual data can be generated, outperforming other algorithms for data generation. When experiments were conducted using the generated data, the probability of predicting delinquencies increased by over 20%, and overall predictive accuracy improved by approximately 4%. These research findings are anticipated to significantly contribute to reducing delinquency rates and increasing profits when applied in actual financial institutions.

• Defense and Technology
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• no.6 s.124
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• pp.50-55
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• 1989

미국의 방산물자 수입비율을 검토하는 것은 "심한 불균형"현상을 연구하기 위한 것이다. 미국의 연간 구매는 10여개국으로부터 약 50억불 정도이나 수출은 구매액의 2배 정도가 된다. 일부 경제분석가들은 이것이 성공적인 재정적 업적이라고 주장하기도 하지만, 다른 일각에서는 이러한 현상이 미국에 해를 끼쳐왔다고 말하고 있다

• The Korean Journal of Applied Statistics
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• v.23 no.6
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• pp.1169-1178
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• 2010

This article consider a performance model selection based on AIC under unbalanced deign in linear mixed effect models. Vaida and Balanchard (2005) proposed conditional AIC for model selection in linear mixed effect models when the prediction of random effects is of primary interest. Theoretical properties of cAIC and related criteria have been investigated by Liang et al. (2008) and Greven and Kneib (2010). However, all of the simulation studies were performed under a balanced design. Even though functional form of AIC remain same even under the unbalanced deign, it is worthwhile to investigate performance of AIC based model selection criteria under the unbalanced design. The simulation study in this article shows how unbalancedness affects model selection in linear mixed effect models.