인도부페 프로세스의 소개: 이론과 응용

이영선,이경재,이광민,이재용,서진욱,Lee, Youngseon,Lee, Kyoungjae,Lee, Kwangmin,Lee, Jaeyong,Seo, Jinwook 한국통계학회 2015 응용통계연구 Vol.28 No.2

The Indian Buffet Process is a stochastic process on equivalence classes of binary matrices having finite rows and infinite columns. The Indian Buffet Process can be imposed as the prior distribution on the binary matrix in an infinite feature model. We describe the derivation of the Indian buffet process from a finite feature model, and briefly explain the relation between the Indian buffet process and the beta process. Using a Gaussian linear model, we describe three algorithms: Gibbs sampling algorithm, Stick-breaking algorithm and variational method, with application for finding features in image data. We also illustrate the use of the Indian Buffet Process in various type of analysis such as dyadic data analysis, network data analysis and independent component analysis. 인도부페 프로세스는 유한개의 행과 무한개의 열로 이루어진 이진행렬의 분포와 관련된 확률과정이다. 무한특성모형을 유한개의 행과 무한개의 열로 이루어진 이진행렬을 이용해서 표현할 때, 이진행렬에 대한 사전분포로써 인도부페 프로세스가 이용될 수 있다. 본 논문에서는 인도부페 프로세스를 유한특성모형과 연관지어서 유도하는 방법을 소개하고, 베타프로세스와의 관련성을 간략히 설명한다. 실제 모형의 추론에 인도부페 프로세스가 이용되는 예제를 살펴보기 위해서 가우시안 선형모형에 인도부페 프로세스를 적용한 모형화 방법을 언급하고, 깁스표집 알고리즘, 막대 자르기 알고리즘, 변분방법을 이용한 추론방법을 설명한다. 그리고 이 세 가지 알고리즘을 이용하여 이미지 자료를 분석하는데 적용해본다. 나아가 쌍자료 분석, 네트워크 분석, 독립성분 분석에서 인도부페 프로세스가 어떻게 이용될 수 있는지도 알아본다.

해저광케이블 수리를 위한 효율적인 탐지 및 측정 기법

이영선,정재진,신현식,Lee, Young-Sun,Jung, Jae-Jin,Shin, Hyun-Sik 한국전자통신학회 2008 한국전자통신학회 논문지 Vol.3 No.1

해저광케이블은 국제통신의 98% 이상을 처리하고 있는 국가의 중요한 정보통신 인프라이다. 하지만 선박의 닻, 어선의 어구, 해저 지진 등 다양한 요인으로 인해 고장이 발생하며, 고장 발생시 대용량 해저통신 트래픽의 영향을 최소화하고, 케이블 수리 선박의 운영비용 절감을 위해서 수리 기간을 최대한 단축해야 한다. 해저광케이블 고장 유형은 Shunt Fault, Cable Cut, Open Fault, Fiber Break 등 여러 유형이 있으며, 고장이 발생하면 육상 터미널 국사(육양국)에서 정확하고 신속하게 고장 유형 및 고장 지점을 파악하고, 케이블 수리 선박은 수리 현장으로 출동하여 수리 작업을 수행하게 된다. 수리작업 기간 중 육양국에서는 케이블 수리 선박에서 요청하는 각종 Test를 수행하게 되며, 이때 육양국 Test 기법은 매우 중요하다. 본 논문에서는 해저광케이블 고장 유형 및 고장 지점 탐지 기법을 제시하고, 해저광케이블 수리기간 단축을 위한 육양국 Test 기법을 고찰하고자 한다. Submarine cable is the most important IT infrastructure for international communication across oceans. However, a cable fault rarely happens by ship's anchor, fishing gears, submarine earthquake, and so on, and we need to improve on repair time for the reducing expenses of cable repair ship as well as the stability of high-capacity submarine optical network. There are several kinds of cable faults such as Shunt fault, Cable cut, Open fault and Fiber break. When a fault is occurred, cable landing stations(CLS) have to analysis failure quickly and accurately to find the type and the location of a cable fault. During the repair period, CLS should swiftly perform the tests requested by cable repair ship. In order to make rapid progress on cable repair, CLS test technique is very important. So, in order to reduce the repair time, this paper is studying the CLS test techniques of locating a submarine cable fault and of checking the splicing point performed by cable repair ship.

로이 응용을 위한 비정질 In-Si-O 다층구조 특성 평가

이영선,이상렬,Lee, Young Seon,Lee, Sang Yeol 한국전기전자재료학회 2014 전기전자재료학회논문지 Vol.27 No.8

Transparent amorphous In-Si-O (ISO)/Ag/In-Si-O (ISO) has been reported for low emissivity (low-e) applications. Effective Si doping into the $In_2O_3$ matrix led to a completely amorphous ISO film as well as a low resistivity and a high optical transmittance. The optical and electrical performances were examined by measuring transmittance with a UV-VIS spectrophotometer and resistivity with a Hall effect measurement. Consequently, low-e glass with ISO/Ag/ISO showed a high transparency in the visible region and low emissivity in the infrared region, indicating that ISO is a promising amorphous transparent electrode for low-e glass.

인수공통전염병(14)-항균제 내성균

이영선,Lee, Yeong-Seon 대한수의사회 2008 대한수의사회지 Vol.44 No.7

원지(Polygala tenuifolia WILLD.) 뿌리의 성분연구

이영선,이제현,김정숙,김진숙,Lee, Young-Sun,Lee, Je-Hyun,Kim, Chung-Sook,Kim, Jin-Sook 한국생약학회 1999 생약학회지 Vol.30 No.2

Five compounds were isolated from the roots of Polygala tenuifolia (Polygalaceae). On the basis of spectroscopic evidences, the structures of these compounds were characterized as ${\alpha}-D-(6-O-sinapoyl)-glucopyranosyl(1{\rightarrow}2')-{\beta}-D-(3'-O-sinapoyl)-fructofuranoside$ (P3), ${\alpha}$-D-{6-O-(p-methoxybenzoyl)}-glucopyranosyl-$(1{\rightarrow}2')$-${\beta}$-D-{3'-O-(3',4',5'-trimethoxycinnamoyl)}-fructofuranoside(P4), ${\alpha}$-D-{6-O-(p-hydroxybenzoyl)}-glucopyranosyl-$(1{\rightarrow}2')$-${\beta}$-D-{3'-O-(3',4',5'-trimethoxycinnamoyl)}-fructofuranoside(P5), ${\alpha}-D-glucopyranosyl-(1{\rightarrow}2')-{\beta}-D-(1'-O-sinapoyl)-fructofuranoside$(P6), $1,5-anhydro-D-glucitol$(P7) respectively. ${\alpha}$-D-{6-O-(p-Methoxybenzoyl)}-glucopyranosyl-$(1{\rightarrow}2')$-${\beta}$-D-{3'-O-(3',4',5'-trimethoxycinnamoyl)}-fructofuranoside(P4) and ${\alpha}-D-glucopyranosyl-(1{\rightarrow}2')-{\beta}-D-(1'-O-sinapoyl)-fructofuranoside$(P6) were isolated for the first time from the genus of Polygala. 1,5-Anhydro-D-glucitol(P7) was isolated without hydrolysis for the first time from the root of Polygala tenuifolia.

변동성 변화와 장기억성을 구분하는 CUSUM 검정통계량에 대한 실증분석

이영선,이태욱,Lee, Youngsun,Lee, Taewook 한국통계학회 2014 응용통계연구 Vol.27 No.2

금융시계열 자료의 변동성에 나타나는 대표적인 현상 중에 지속성(persistence)이 있는데, 이를 설명하기 위하여 IGARCH 모형이 주로 사용된다. 최근에 변동성의 지속성은 변동성 변화와 장기억성에 기인한다는 사실이 많은 연구 결과에서 발표되고 있을 뿐만 아니라 장기억성은 변동성 변화로, 변동성 변화는 장기억성으로 보이게 되는 현상이 빈번히 나타난다. 따라서 본 논문에서는 변동성의 지속성, 장기억성 및 변동성 변화를 구분하는 통계적인 방법론을 고려하였다. 이를 위해 GARCH 모형 잔차를 기반으로 하는 CUSUM 통계량을 도입하여, size 왜곡(distortion) 현상을 해결할 뿐만 아니라 우수한 검정력을 얻을 수 있음을 입증하였다. 한편 변동성 변화가 존재하는 경우 변화점 추정이 중요해 지는데, 이를 위해 GARCH 모형을 기반으로 한 AIC 방법과 BIC 방법을 비교하였다. 다양한 모의실험과 실증자료를 분석하여 우리가 제안하는 잔차 기반의 CUSUM 통계량의 우수성을 입증하였다. Persistence is one of the typical characteristics appearing in the volatility of financial time series. According to the recent researches, the volatility persistence may be due to either volatility shifts or long-range dependence. In this paper, we consider residual-based CUSUM tests to distinguish volatility persistence, long-range dependence and volatility shifts in GARCH models. It is observed that this test procedure achieve reasonable powers without a size distortion. Moreover, we employ AIC and BIC criteria to estimate the change points and the number of change points in volatility. We demonstrate the superiority of residual-based CUSUM tests on various Monte Carlo simulations and empirical data analysis.

지베렐린 생산에 관한 연구

이영선,손형진,김익환,민태익 ( Yeong Seon Lee,Hyeong Jin Son,Ik Hwan Kim,Tae Ick Mheen ) 한국미생물생명공학회 1983 한국미생물·생명공학회지 Vol.11 No.3

일부 농촌지역 주민의 High Sensitivity C-reactive Protein(hsCRP)과 고혈압의 관련성

이영선,박종,강명근,김기순,류소연,Lee, Young-Seon,Park, Jong,Kang, Myeong-Guen,Kim, Ki-Soon,Ryu, So-Yeon 대한예방의학회 2005 예방의학회지 Vol.38 No.3

Objectives : This study was performed to assess the association between high sensitivity C-Reactive Protein (hsCRP) and hypertension. Methods : We evaluated the relationship between hsCRP with hypertension and other cardiovascular risk factors, using a cross-sectional survey of 202 people over the age of 50, living in a rural area. A logistic regression analysis was used to study the association between hsCRP and hypertension. The hsCRP levels were divided in quartiles, and the odds ratios (OR), with 95% confidence intervals (95% CI), calculated, using the lowest quartile as a reference. Results : The subjects consisted of 37.1% men and 62.9% women, with a mean (SD) hsCRP level of $1.9({\pm}3.0mg/{\ell})$ . The overall prevalence of hypertension was 61.4%. The prevalence of hypertension according to the hsCRP quartile was not statistically significant. After adjustment for confounding variables, the prevalence of hypertension according to the subjects in the 2nd, 3rd and 4th hsCRP quartiles were 1.418 (95% CI=0.554-3.628), 1.124 (95% CI=0.392-3.214) and 0.892 (95% CI=0.312-2.547) times higher, respectively, compared to those in the 1st quartile. Conclusions : The results showed that the level of hsCRP was not a risk factor for hypertension among adults aged over 50 years, living in a rural area. A further study should be performed to find the association between hsCRP and hypertension.

라이프 시나리오를 통해 본 미래주택 내 생활행위 수행주체 변화에 관한 연구

이영선,이연숙,안창헌,Lee, Young-Sun,Lee, Yeun-Sook,Ahn, Chang-Houn 한국주거학회 2010 한국주거학회 논문집 Vol.21 No.5

With rapid development of various information and communication technologies, to forecast future became important for coping with new environment. Experts in each field of study are forecasting future society, and considerable life scenarios are derived in the process. Life scenarios help people to approach and understand future circumstances easily. Therefore, to study future housing with life scenarios as materials will be helpful to establish the direction to the development of current housing. The purpose of this research is to examine what characterizes the housing functions and life behaviors of future house and what is changing from the housing functions and life behaviors of past and present. Content analysis was used as research method. The subject was 10 future forecasting books which reflects daily life in the house, and 1 episode relating residential space as 1 analysis unit, the total of 213 episodes were analyzed as materials. As a result, most of the life behaviors in the house are expected to be performed by robots instead of humans in the future. On the other hand, partial life behaviors are already being performed mostly by computer system, and another partial life behaviors show that the role-performance of them are not being totally by robots but partially with human.

도시지역 독자녀 고등학생들의 사회심리적 요인과 정신건강과의 관계

이영선,김광환,조영채,Lee, Young-Sun,Kim, Kwang-Hwan,Cho, Young-Chae 대한예방의학회 2006 예방의학회지 Vol.39 No.5

Objectives: This study was performed to determine the mental health of high school students, and specifically that of children with no siblings in urban areas, and we aimed at revealing the various potential influences of different psycho-social factors Methods: The participants were, 514 high school students who were the 1st- to 3rd-graders in Daejon City; they were, given self-administered questionnaires that required no signature during the period of March through June 2005. The analyzed items included the general character of the subjects, the symptoms of stress and depression for mental health, self-esteem as a psychological component, anxiety, dependent behavioral traits and, social support of family members and friends. Results: The study results suggested that the group of urban high school children with no siblings had a higher tendency for stress and depression than did the urban high school children with siblings. The mental health and psychosocial factors were found to be influenced by friends, a sense of satisfaction at school and home life, and emotional support as well. Conclusions: In conclusion, emotional support by the family members can improve mental health by reducing anxiety, stress and depression.