• 한국가정과학회지
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• 제1권2호
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• pp.48-60
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• 1998

The purpose of this study was to investigate the relational between elderly women＇s sex-role attitude and their marital satisfaction. For this purpose, a questionnaire was surveyed 186 elderly women living in Kwangiu and Chonnam. The collected data were analyzed by using frequency, percentage, mean, standard deviation, ANOVA and stepwise regression analysis. The results of this research were as follows ; First The total points of the elderly women＇s sex-role attitude score was 16.4, which was represented mixed trends of traditional and modem. And the total points of the elderly women＇s marital satisfaction score was 31.6, which was higher than the median 30. Second, Elderly women＇s sex-role attitude score was meaningfully different according to education level, health state, economic state. And elderly women＇s marital satisfaction score was meaningfully different according to social activity, economic state, health state, education level, age. Third, As the results of regression analysis, it was shown that the highest influencing variable on their marital satisfaction was the social activity, economic state, education level. All of them explained 19% of their marital satisfaction. (Korean J Human Ecology 1(2):48-60, 1998)

• 한국조명전기설비학회:학술대회논문집
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• 한국조명전기설비학회 2005년도 학술대회 논문집
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• pp.233-237
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• 2005

It is increased electrical energy consumption with the development of intelligence society in the general hospitals and thus an energy conservation through efficient use of electricity became more important. This paper shows a reasonable design demand factor in office buildings, that was made by the systematic and statistical way considering actual conditions, such as investigated electric equipment capacity, peak power consumption, demand factor, etc., for 32 general hospitals and 9 electrical design offices. In this dissertation, it is necessary to analyse the key features and general trend from the investigated data. It made an analysis of the feature parameters, such as average, standard deviation, median, maximum, minimun and thus it was carried linear and nonlinear regression analysis.

• 한국조명전기설비학회:학술대회논문집
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• 한국조명전기설비학회 2006년도 춘계학술대회 논문집
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• pp.254-259
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• 2006

It is increased electrical energy consumption with the development of intelligence society in the subway station and thus an energy conservation through efficient use of electricity became more important. This paper shows a reasonable design load density in subway stations, that was made by the systematic and statistical way considering actual conditions, such as investigated electric equipment capacity, peak power consumption, demand factor, etc., for 34 subway stations and 10 electrical design offices. In this dissertation, it is necessary to analyse the key features and general trend from the investigated data. It made an analysis of the feature parameters, such as average, standard deviation, median, maximum, maximum and thus it was carried linear and nonlinear regression analysis.

• 대한임베디드공학회논문지
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• 제16권1호
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• pp.17-27
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• 2021

In this paper, we develop a galaxy image classification method based on hand-crafted features and machine learning techniques. Additionally, we provide an empirical analysis to reveal which combination of the techniques is effective for galaxy image classification. To achieve this, we developed a framework which consists of four modules such as preprocessing, feature extraction, feature post-processing, and classification. Finally, we found that the best technique for galaxy image classification is a method to use a median filter, ORB vector features and a voting classifier based on RBF SVM, random forest and logistic regression. The final method is efficient so we believe that it is applicable to embedded environments.

• Asian Journal of Innovation and Policy
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• 제12권2호
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• pp.155-176
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• 2023

This paper employs datasets from the Enterprise Survey conducted by the World Bank to examine the relationship between four types of innovation defined by the Oslo Manual (OECD, 2005): product innovation, process innovation, marketing innovation, organization innovation, and the firm performance in the selected developing ASEAN economies. The main objective of this paper is to understand the characteristics of innovation activities at the firm level and how various innovation types affect firm performance. The empirical results from ASEAN manufacturing firms reveal that product innovation positively affects firms' performance, while non-technological innovations are negatively related to the performance of firms. The further employed quantile regression provides more insights into the roles of innovation types on different levels of firm performance: while product and process innovations actively contribute to the small and medium-size firms (below 25^th quantile and median), organizational and marketing innovations negatively affect them. Interestingly, the role of process innovation decreases when firm performance grows.

• Tuberculosis and Respiratory Diseases
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• 제72권1호
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• pp.37-43
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• 2012

Background: A lung bulla may rarely shrink as a result of an inflammation within the bulla or a closing of a bronchus involved in the inflammation process, which is termed 'autobullectomy'. The purpose of this study was to describe clinical features of patients with regressions of bullae during follow-up. Methods: We retrospectively reviewed the cases and individuals who showed unequivocal evidence of interval regressions in a pre-existing bulla. A total of 477 cases with a bulla >5 cm in diameter were screened manually. Thirty cases with bullae that showed regression during follow-up were selected. Results: Regressions of large bullae occurred in 30 of 477 cases (6.3%). The median age of those patients was 61 (range, 53~66) years and 87% of those patients were men. The main cause of a bulla was emphysema (80%). Among 30 cases, 16 cases had pneumonia in the lung parenchyma of the peribullous area. Another 7 cases had a regressed bulla accompanied by an air-fluid level within the bulla. The remaining 7 cases showed a spontaneous regression of the bulla without such events. Complete regression of a bulla occurred in 25 cases. A follow-up chest-X ray showed that in all cases except one, the bulla remained in a collapsed state after 24 months. Forced expiratory volume in one second ($FEV_1$) improved in 3 cases and the other 2 cases had increased forced vital capacity (FVC). In addition, total lung capacity (TLC) and residual volume (RV) decreased in another 2 cases. Conclusion: Regression of a lung bulla occurred not only after pneumonia or the presence of air-fluid level within the bulla, but also without such episodes. The clinical course of regression of a lung bulla varied. After regression of a bulla, lung function could be improved in some cases.

• 한국도로학회논문집
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• 제12권2호
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• pp.43-49
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• 2010

본 연구는 청주시의 가로구간 교통사고를 다루고 있다. 연구의 목적은 가로구간의 사고모형을 개발하는 데 있다. 이를 위해서 이 연구에서는 전체 322개 세부구간으로 분리된 간선도로의 사고 자료를 이용하여 ZAM 모형을 개발하는데 중점을 두고 있다. ZAM 모형의 일종인 ZIP(zero inflated Poisson model)과 ZINB(zero inflated negative binomial model)를 중심으로 분석한 연구의 주요결과는 다음과 같다. 첫째, 모형의 적합성을 결정하는 Vuong 통계 값과 과분산계수 ${\alpha}$의 t 통계 값을 바탕으로 개발된 다양한 모형을 평가한 결과, 포아송, 음이항, ZIP 및 ZINB 회귀모형 중 ZINB 모형이 최적인 것으로 나타난다. 둘째, ZINB 모형은 t, ${\rho}$ 및 ${\rho}^2$값 (0.63)의 관점에서 보면, 다른 모형에 비해서 통계적으로 매우 의미 있는 모형으로 평가된다. 마지막으로, 개발된 ZINB 모형의 사고 요인은 교통량, 진출입구 수 그리고 중앙분리대 길이로 분석된다. 교통량과 진출입구 수는 사고발생에 '+'요인, 그리고 중앙분리대 길이는 '-'요인으로 평가된다.

• 한국경제지리학회지
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• 제17권3호
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• pp.554-566
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• 2014

본 연구에서는 1998년부터 2012년까지 15년간의 16개 시 도 패널자료를 이용하여 자치단체의 세입 세출 등 재정변수들 및 인구, 고령인구비율, 실업률, 부양비 등 비재정변수들과 1인당 GRDP로 정의한 지역경제력 간의 관계를 분석하였다. 구체적으로 그랜저 인과관계 분석을 시행하였고, 지역경제력으로 일 방향 또는 양 방향 인과관계가 존재하는 변수들을 설명변수로 한 회귀분석을 시행한 후 통계적으로 유의한 영향을 미치는 변수들에 대해 누적적 영향 유무를 검정하였다. 그 결과 1인당 지방세액, 1인당 사회개발비, 중위연령 등은 양(+)의 영향을 미치는 것으로 나타났으나 부양비는 음(-)의 영향을 미치는 것으로 나타났다. 또한 1인당 보조금, 1인당 지방세액, 1인당 사회개발비, 중위연령 등은 지역경제력에 누적적 영향을 미치고 있다.

• 한국지진공학회논문집
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• 제11권6호
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• pp.53-61
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• 2007

NEHRP 지반조건 B,C,D에서 이선형 단자유도 감쇠시스템의 지반조건, 후탄성기울기, 감쇠비, 항복강도 감소계수, 고유 주기 등의 변화가 비탄성변위비에 미치는 영향을 조사하였다. 기존의 제안식은 변위일정 법칙을 따라 일정주기 이상에서 비탄성 변위비를 과대평가하게 된다. 또한 기존식은 5%이상의 감쇠비에 대하여만 제안되었다. 본 연구는 후탄성기울기, 감쇠비 20% 이하의 이선형 시스템의 비탄성 변위비의 평균과 편차를 제안하였고 범용적으로 사용할 수 있음을 보였다. 제안식을 사용하여 비탄성 변위비의 확률적 분포를 계산하여 구조물의 성능기반설계에 이용할 수 있다.

• 한국지진공학회논문집
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• 제12권5호
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• pp.23-29
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• 2008

강도한계 이선형 단자유도 시스템의 지진 하중 하에서의 동적 불안정에 대해 연구하였다. 강도한계 이선형 이력 모델은 철골 모멘트 골조의 이력거동을 가장 잘 모사한다. 단자유도 시스템의 동적 불안정을 판단하기 위해 붕괴 강도비를 사용하였고, 이것은 붕괴가 일어날 때의 항복강도 저감계수이다. 단단한 지반에서 측정된 240개의 지진을 이용하고 고유주기, 강성 경화 기울기, 음강성 기울기, 연성 그리고 $2{\sim}20%$의 감쇠비를 변수로 하여 강도한계 이선형 단자유도 시스템의 붕괴 강도비의 평균과 편차 값들을 구할 수 있도록 통계 분석을 하였다. 비선형 회귀분석을 통해 강도한계 이선형 단자유도 시스템의 붕괴 강도비의 평균과 표준편차를 계산할 수 있는 식을 구하였다. 제안한 식을 이용하여 붕괴 강도비의 확률적 분포를 구하였고, 실제 값과 비교하여 제안한 식의 정확성을 입증하였다.