• 응용통계연구
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• 제34권2호
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• pp.127-139
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• 2021

독립성분분석은 혼합 데이터로부터 독립된 신호들을 분리해내는 대표적인 통계적 방법론이며, 그룹 독립성분분석은 독립성분분석을 여러 개체에 적용할 수 있도록 확장한 방법론이다. 그룹 독립성분분석은 기능적 자기 공명 영상 데이터에 활용되어 의학적으로 유의미한 결과를 줌이 알려져있다. 그러나 자기 공명 영상 스캔에서 흔히 일어나는 이상치가 포함되어 있는 경우, 기존의 그룹 독립성분분석은 그 효과가 떨어짐이 알려져있다. 본 연구에서는 ROBPCA 기반의 로버스트한 그룹 독립성분분석 방법론을 제안하였다. 시뮬레이션과 실제 자료 분석을 통해 제안한 방법과 기존 방법을 비교하였고, 그 결과 제안한 방법론의 로버스트성을 입증했다.

• 한국멀티미디어학회논문지
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• 제24권4호
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• pp.583-592
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• 2021

Obsessive-compulsive disorder (OCD) is a mental disorder in which a person repeated a particular thought or feels. The domain of beliefs and guilt predicted OCD symptoms. Although there were some neuroimaging studies investigating OCD symptoms, resting-state functional magnetic resonance imaging (rs-fMRI) study investigating intra-network functional connectivity associated with guilt for OCD is not reported yet. Therefore, in the current study, we assessed the differences between intra-network functional connectivity of healthy control group and OCD group using independent component analysis (ICA) method. In addition, we also aimed to investigate the correlation between changed functional connectivity and guilt score in OCD. Total 86 participants, which consisted of 42 healthy control volunteers and 44 OCD patients, acquired rs-fMRI data using the 3T MRI. After preprocessing the fMRI data, a functional connectivity was used for group independent component analysis. The results showed that OCD patients had higher score in emotion state in beliefs and lower functional connectivity in fronto-parietal network (FPN) than control group. A decrease of functional connectivity in FPN was negatively correlated with feelings of guilt in OCD. Our results suggest excessive increase in guilt negatively affect to process emotional state and behavior or cognitive processing by influencing intrinsic brain activity.

• 분석과학
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• 제20권6호
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• pp.502-507
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• 2007

X 선 회절법은 물질 내부에 원자의 배열 상태를 연구하는데 널리 사용되는 실험 방법으로써 넓은 응용 범위를 가지고 있다. 특히 분말 X 선 회절법은 비파괴적으로 다양한 형태의 시료에 대한 측정이 가능하기 때문에 결정의 배향성, 결정의 크기, 결정 내부의 응력 측정 등에 널리 이용되고 있다. 분말 X 선 회절 방법을 이용하여 혼합물의 성분을 정량적으로 측정하기 위해서는 시료를 구성하고 있는 source 스펙트럼을 도출하고 혼합된 시료의 XRD 스펙트럼에 회귀식을 적합시켜 혼합물 구성비를 얻는 방법이 제안된 바 있다. 그러나 구성성분의 특성상 스펙트럼의 피이크가 폭이 좁고 민감한 경우에는 노이즈의 영향을 받아 도출된 source 스펙트럼이 원래의 순수성분의 형태와 달리 나타날 수 있다. 특히 순수성분 시료를 구할 수 없거나 측정이 불가능한 경우 혼합물 구성비 측정에 어려움이 있다. 본 연구에서는 노이즈 간섭에 의한 source 스펙트럼 도출의 문제를 해결하는 방안으로 비음독립성분분석을 이용하여 혼합된 미지시료로부터 순수한 성분에 해당하는 스펙트럼을 분리해내는 방법을 제안하고자 한다.

• 동의신경정신과학회지
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• 제23권3호
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• pp.47-62
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• 2012

Objectives : This study is to figure the relations of the heart rate variability, body component analysis and accompanying symptoms of 350 insomnia patients. Methods : For this study we evaluated Heart Rate Variability(HRV) and body component analysis on 350 insomnia patients who visited Dongeui oriental hospital of Dongeui university from January 2008 to March 2012. The accompanying symptoms was collected based on each patient's progress note. Results : 1. There was no difference between PR, LF and VLF of male and female groups. HF was higher in the patients' of female group and LF/HF ratio was higher in the male group. The patients' group of age under 39 had higher HF, LF, VLF and LF/HF ratio than the group over 39. 2. The average of LF was the smallest, and the average of VLF was in the middle, while the average of HF was the largest. 3. Regarding patients' age and gender, as the patients' age increased, their HF, LF, VLF and LF/HF ratio decreased significantly. HF, LF, VLF, and LF/HF ratios were, however, independent on the patients' gender. As the patients' age increased, their BMI increased, while the patients' gender did not affect on their BMI. The amount of visceral fat increased with the patients' age, but wasn't dependent on the patients' gender. 4. As the patients' BMI increased, PR and LF decreased. As the patients' amount of visceral fat increased, PR, HF, LF and VLF decreased. 5. The most frequent accompanying symptoms of the insomnia patients was headache. Neither HF nor LF/HF ratio was dependant on any of the accompanying symptoms. Patients with anxiety showed significantly higher LF than those without anxiety. Patients with fatigue and physical pain showed significantly higher VLF than those without either of them. Conclusions : The study showed that as the insomnia patients age increased, the HF, LF, VLF, LF/HF ratio significantly decreased, but the BMI and visceral fat increased. The HF, LF, VLF, LF/HF ratio BMI, or the visceral fat was independent on the gender. As BMI increased, PR and LF decreased. As visceral fat increased, PR HF, LF and VLF decreased. Patients presenting anxiety had higher LF. Patients either with fatigue or physical pain had higher VLF. Neither HF nor LF/HF ratio had any significant correlation with any of the accompanying symptoms.

• Archives of Pharmacal Research
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• 제14권1호
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• pp.1-6
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• 1991

The crystal structure of licarin-B, a component of Myristicae Semen was determined by single crystal X-ray diffraction analysis. Crystal of the compound, which was recrystallized from the mixture of hexane and ether, is monoclinic with a=12.740(1), b=7.219(1), c=9.284(1) ${\AA}$, ${\beta}=94.75(1)^{\circ}$, $D_x=1.26$, $D_m=1.27\;g/cm^3$, space group P21, and Z=2. The structure was solved by direct method and refined by least-squares procedure to the final R value of 0.040 for 1532 independent reflections ${F{\ge}3{\sigma}(F)}$. The compound is a dimeric phenylpropanoid, and belongs to the neolignan analogues. The molecules are arranged along with the screw axis. The intermolecular contacts appear to be the normal van der Waals' forces.

• 한국식품과학회지
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• 제28권6호
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• pp.1171-1176
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• 1996

레토르트 살균처리시 일어나는 계육 모형식품의 휘발성분 변화를 GC 및 GC-MS로 분석한 후 그 데이터를 활용하여 통계분석을 행하였다. 먼저, 분산분석으로 통계적으로 유의한 42개 peak를 선택하였으며 이를 독립변수로 하여 다변량 통계분석을 실시하였다. 단계적 판별분석법으로 두 시료집단의 차이를 명확히 구분하는 GC peak로서 2-heptanone 등 8개 peak를 순차적으로 얻었다. 이어서 선택된 8개 peak를 독립변수로 주성분 분석을 한 결과, 3개 주성분으로, 96.1%의 높은 판별이 가능함을 알 수 있었으며, 특히 PC1은 76.5%의 판별이 가능한 것으로 나타났다. 또한, 주성분을 이용한 요인분석(Factor Analysis)을 행하여 8개 peak 상호간의 관계를 검토한 결과 11, 20, 21번 peak는 그 방향성 및 크기가 거의 같았으며, 11, 20, 21번 peak 그룹과 9, 32, 39번 peak 그룹은 방향성이 서로 반대이며 크기도 매우 큰 것으로 밝혀졌다.

• 대한안전경영과학회지
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• 제14권1호
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• pp.75-85
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• 2012

In this study, the representative hand shapes for the adult Koreans were analyzed by factor analysis and cluster analyses. The analyses were conducted on the anthropometric data of 58 hand dimensions from 325 subjects having nonhomogeneous demographics. Maximum hand circumference, first phalanx length of index finger, and ratio between the two measures were the independent variables for the cluster analyses. The results of the study showed that Korean hand shapes can be divided into 2 clusters irrespective of their size for each of the male and female group. There were slight differences in component ratio of hand shapes with respect to the occupation and the age, but their differences were not statistically significant. The representative Korean hand shapes and their anthrpometric dimensions could be used to design and establish proper sizing system for various hand operating devices.

• Journal of international Conference on Electrical Machines and Systems
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• 제3권1호
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• pp.78-82
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• 2014

Power Transformers with more than one secondary winding are not uncommon in industrial applications. But new classes of applications where very large number of independent secondaries are used are becoming popular in controlled converters for medium and high voltage applications. Cascade H-bridge medium voltage drives and Pulse Step Modulation (PSM) based high voltage power supplies are such applications. Regulated high voltage power supplies (Fig. 1) with 35-100 kV, 5-10 MW output range with very fast dynamics (${\mu}S$ order) uses such transformers. Such power supplies are widely used in fusion research. Here series connection of isolated voltage sources with conventional switching semiconductor devices is achieved by large number of separate transformers or by single unit of multi-secondary transformer. Naturally, a transformer having numbers of secondary windings (~40) on single core is the preferred solution due to space and cost considerations. For design and simulation analysis of such a power supply, the model of a multi-secondary transformer poses special problem to any circuit analysis software as many simulation softwares provide transformer models with limited number (3-6) of secondary windings. Multi-Secondary transformer models with 3 different schemes are available. A comparison of test results from a practical Multi-secondary transformer with a simulation model using magnetic component is found to describe the behavior closer to observed test results. Earlier models assumed magnetising inductance in a linear loss less core model although in actual it is saturable core made-up of CRGO steel laminations. This article discusses a more detailed representation of flux coupled magnetic model with saturable core properties to simulate actual transformers very close to its observed parameters in test and actual usage.

• 정보처리학회논문지:소프트웨어 및 데이터공학
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• 제11권1호
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• pp.41-50
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• 2022

본 논문에서는 멜라닌과 헤모글로빈 등의 피부 색상을 구성하는 주요한 요소들을 카메라의 RGB 신호로부터 직접 계산하는 방법을 제안한다. 피부 색상의 주요한 요소들은 통상적으로 특정한 장비를 이용하여 분광 반사도를 측정하고, 측정된 빛의 일부 파장에서의 값들을 중심으로 재구성하는 방법을 사용한다. 이와 같은 방법으로 산출된 값들은 멜라닌 지수, 홍반 지수와 같은 것들이 있으며, 분광반사도 측정 장치나 다중스펙트럼 카메라 등의 특수한 장비를 필요로 한다. 일반적인 디지털 카메라로부터 이와 같은 성분요소들에 대한 직접적인 계산방법은 찾아보기 어려우며, 독립성분 분석(Independent Component Analysis)을 이용하여 멜라닌과 헤모글로빈의 농도를 간접적으로 계산하는 방법은 제안되어 있다. 이 방법은 일정한 RGB 영상의 영역을 대상으로 하여, 주성분 분석(Principal Component Analysis)과 유사한 방식으로 멜라닌과 헤모글로빈의 특성벡터를 추출하고, 농도를 계산할 수 있다. 이 방법의 단점은 일정한 영역의 화소 그룹을 입력으로 이용하기 때문에 화소단위의 직접적인 계산이 어렵고, 추출된 특성벡터는 최적화 방식으로 구현하기 때문에 실행할 때마다 다른 값으로 계산되는 경향이 있다. 최종적인 계산은 특성벡터 자체를 활용하지 않고, RGB 좌표계로 다시 변환하여 멜라닌과 헤모글로빈의 성분을 나타내는 영상 형태로 결정된다. 이 방법의 단점을 개선하기 위하여 제안하는 방법은 특성벡터를 활용하여 RGB 좌표계가 아닌 특징 공간에서 멜라닌과 헤모글로빈의 성분 값을 계산하는 것과, 일반적인 디지털 카메라를 이용하여 피부색에 해당하는 분광 반사도를 계산하는 방법, 분광 반사도를 이용하여 멜라닌과 옥시헤모글로빈, 디옥시헤모글로빈, 카로티노이드 등의 피부색소를 구성하는 세부 성분들의 계산방법 등이다. 제안한 방법은 분광 반사도 측정 장치나 다중 스펙트럼 카메라 등의 특수한 장비를 필요로 하지 않으며, 기존 방법과는 달리 화소단위의 직접적인 계산이 가능하고, 반복 실행에도 동일한 특성을 얻을 수 있다. 제안한 방법은 기존에 비하여 성능의 안정성을 나타내는 표준편차가 15% 수준으로 낮게 나타나 6배 정도의 안정적인 성능을 가진 것으로 추정된다.

• 복식
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• 제55권1호
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• pp.86-100
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• 2005

The purpose of this study was to investigate lifestyle of male college students and their preference of casual wear style. A questionnaire consisted of 60 lifestyle items, 1 casual wear style-preference question and demographic variables was developed. Data were collected from questionnaires distributed to male college students of 7 universities located in the Daegu${\cdot}$Gyeongbuk area during August 2003. After eliminating incomplete questionnaires, 303 were analyzed by descriptive statistics, factor analysis, cluster analysis, one-way ANOVA, and $x^2-test$. As a result of factor analysis on lifestyle items, 8 factors were determined: consumption and fashion orientation, future preparation, social concern, a wide range of thought and experience, health orientation, independent spirit, masculinity, and family orientation. 4 groups were identified on the basis of these 8 factors and named as active pragmatic group, liberal empirical group, prospective self-supporting group, and social accommodative group. Their component ratio were $30.2\%,\;33.2\%,\;19.6\%,\;and\;16.9\%$ respectively. The most preferred casual wear style by male college students was determined as basic casual wear, followed by adult casual wear, fashionable casual wear, and sporty casual wear. Other than the most preferred style, basic casual wear, by every group, the preference of casual wear styles differed among 4 lifestyle groups.