• 한국생물정보학회:학술대회논문집
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• 한국생물정보시스템생물학회 2005년도 BIOINFO 2005
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• pp.319-324
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• 2005

An integrated approach for prostate cancer detection using proteomic data is presented. Due to the high-dimensional feature of proteomic data, the discrete wavelet transform (DWT) is used in the first-stage for data reduction as well as noise removal. After the process of DWT, the dimensionality is reduced from 43,556 to 1,599. Thus, each sample of proteomic data can be represented by 1599 wavelet coefficients. In the second stage, a voting method is used to select a common set of wavelet coefficients for all samples together. This produces a 987-dimension subspace of wavelet coefficients. In the third stage, the Autoassociator algorithm reduces the dimensionality from 987 to 400. Finally, the artificial neural network (ANN) is applied on the 400-dimension space for prostate cancer detection. The integrated approach is examined on 9 categories of 2-class experiments, and also 3- and 4-class experiments. All of the experiments were run 10 times of ten-fold cross-validation (i. e. 10 partitions with 100 runs). For 9 categories of 2-class experiments, the average testing accuracies are between 81% and 96%, and the average testing accuracies of 3- and 4-way classifications are 85% and 84%, respectively. The integrated approach achieves exciting results for the early detection and diagnosis of prostate cancer.

• 농촌계획
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• 제19권2호
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• pp.63-73
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• 2013

This study investigated the elements of soundscape in and around the traditional Korean style housing complex and the standardized Korean style housing complex popularized as farm village by Traditional Korean style housing assistance policy located in the rural area of Jeollanam-do. The purpose of this study is to understand the phenomenon and characteristic differences of the sound environments in various observation points in order to utilize them as the important elements of sound scape to consider for standardized Korean style housing complex development in the future. As a result, the traditional housing in rural area led more positive evaluation of nature sounds than standardized, newly developed Korean style housing complex. In the list of noises in each residential development type, traffic sounds and construction noise were majorly ranked. However, nature sounds had high rate of response in the sounds of introduction request. Additionally, the sounds generated by human activities such as whispering and footsteps were also in the wish list. This may suggests that soundscape design needs to approach in cultural level of a society rather than simple investigation and treatment of individual sounds of natural and artificial.

• 한국신뢰성학회지:신뢰성응용연구
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• 제18권1호
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• pp.87-94
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• 2018

Purpose: In this study, the defect quantification of thin metal plate was evaluated by using lock-in infrared thermography. Methods: A STS304 standard specimens, which had the artificial-defects of different size, were used. The focal distance between the infrared camera and the specimen was set to 500mm, and the distance between the lump and the specimen was set to 200mm. One halogen lamp with a maximum capacity of 1kW was used, and phase-lock infrared thermal images with a frequency of 1Hz were captured and analyzed. Result: Objectively quantified data values were obtained by analyzing the contrast ratio and signal-to-noise ratio. Conclusion: The possibility of defect diagnosis for thin metal plate was confirmed by using the lock-in infrared thermography technique.

• Smart Structures and Systems
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• 제17권3호
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• pp.471-489
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• 2016

Modal identification based on ambient vibration data has attracted extensive attention in the past few decades. Since the excitation for ambient vibration tests is mainly from the environmental effects such as wind and traffic loading and no artificial excitation is applied, the signal to noise (s/n) ratio of the data acquired plays an important role in mode identifiability. Under ambient vibration conditions, certain modes may not be identifiable due to a low s/n ratio. This paper presents a study on the mode identifiability of an instrumented cable-stayed bridge with the use of acceleration response data measured by a long-term structural health monitoring system. A recently developed fast Bayesian FFT method is utilized to perform output-only modal identification. In addition to identifying the most probable values (MPVs) of modal parameters, the associated posterior uncertainties can be obtained by this method. Likewise, the power spectral density of modal force can be identified, and thus it is possible to obtain the modal s/n ratio. This provides an efficient way to investigate the mode identifiability. Three groups of data are utilized in this study: the first one is 10 data sets including six collected under normal wind conditions and four collected during typhoons; the second one is three data sets with wind speeds of about 7.5 m/s; and the third one is some blind data. The first two groups of data are used to perform ambient modal identification and help to estimate a critical value of the s/n ratio above which the deficient mode is identifiable, while the third group of data is used to perform verification. A couple of fundamental modes are identified, including the ones in the vertical and transverse directions respectively and coupled in both directions. The uncertainty and s/n ratio of the deficient mode are investigated and discussed. A critical value of the modal s/n ratio is suggested to evaluate the mode identifiability of the deficient mode. The work presented in this paper could provide a base for the vibration-based condition assessment in future.

• 전기전자학회논문지
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• 제2권1호
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• pp.15-23
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• 1998

본 논문에서는 DGFET를 이용한 초고주파용 분포형 믹서가 연구되었다. 분포형 믹서 회로는 게이트, 드레인 전송선로와 입, 출력단에서 정합회로 및 DGFET들로 구성된다. RF와 LO신호가 각 게이트 전송선로의 입력 단에 인가되면, DGFET의 전달 컨덕턴스를 통해 드레인 전송선로로 전달되며, 각 드레인단의 출력된 신호들은 설계에 따라 동위상으로 더해지게 되고, 이러한 형태의 믹서는 변환이득을 개선할 수 있을 뿐만 아니라 각 소자의 임피던스가 전송선로에 흡수되므로 초광대역을 특성을 갖는다. 또한, 보다 높은 주파수까지 광대역 특성을 갖게 하기 위해서 각 전송선로의 입 출력 단에 m-유도 영상 임피던스 개념을 도입하여 입 출력 단을 정합 하였다, 이러한 분포형 믹서를 마이크로스트립 기판 위에 설계 및 제작하였고 광대역 특성 및 변환이득, RF/LO 분리도 등을 컴퓨터 시뮬레이션 및 실험을 통해 검증하였다.

• 비파괴검사학회지
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• 제17권4호
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• pp.262-269
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• 1997

발전 설비중 열교환기 튜브와 같이 단면 형상이 원형인 부품의 원주 방향으로 마모, 침식 등에 의해 발생할 수 있는 단면 형상 변화를 검사(profilometry)하기 위한 와전류 탐촉자를 임피던스 등가회로이론을 적용하여 개발하였다. 본 연구에서는 외경 9.68mm, 벽두께 0.47mm인 SS304 튜브 외부에 발생할 수 있는 마모, denting 등의 결함을 모의한 시편을 제작하여 실험을 통해 검출 감도와 S/N비가 최적인 탐촉자의 코일치수, 전기적 특성, 적용 시험 주파수 등을 설정하였다. 이 결과에 따라 단면 형상 검사용 $8{\times}1$ 다중표면 탐촉자를 설계 제작하여 모의시편의 각 결함별 마모율을 검사한 결과 튜브 외부 발생 단면 형상 변화를 튜브외경의 ${\pm}0.2%$ (0.022mm) 측정 오차 범위로 측정이 가능함을 확인하였다.

• 한국컴퓨터정보학회논문지
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• 제15권4호
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• pp.11-18
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• 2010

Fuzzy c-means(FCM)는 퍼지 집합을 응용한 간단하지만 효율적인 클러스터링 방법 중 하나이다. FCM은 여러 응용 분야에서 성공적으로 활용되어 왔지만, 초기화와 잡음에 민감하고 볼록한 형태의 클러스터들만 다룰 수 있는 문제점이 있다. 이 논문에서는 이러한 FCM의 문제점을 해결하기 위해 전역 클러스터링(global clustering) 기법과 커널 클러스터링(kernel clustering) 기법을 결합하여 새로운 비선형 클러스터링 기법인 커널 전역 FCM(kernel global fuzzy c-means, KG-FCM)을 제안한다. 전역 클러스터링은 클러스터링의 초기화를 위한 방법 중 하나로, 순차적으로 클러스터를 하나씩 추가함으로써 초기화에 민감한 FCM의 한계를 극복할 수 있도록 해준다. FCM의 잡음 민감성과 볼록한 클러스터들만 다룰 수 있는 한계를 극복하기 위한 방법은 여러 가지가 있으며 커널 클러스터링이 그 중 하나이다. 커널 클러스터링은 사용하는 커널을 바꿈으로써 쉽게 확장이 가능하므로 이 논문에서는 커널 클러스터링을 사용하였다. 두 방법을 결합함으로써 제안한 방법은 위에서 언급한 문제점들을 해결할 수 있으며, 이는 가상 및 실제 데이터를 이용한 실험 결과를 통해 확인할 수 있다.

• 한국환경교육학회지:환경교육
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• 제12권1호
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• pp.189-204
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• 1999

Recently, the interest in artificial environment made by mankind as well as natural environment has been increased. This interest in the environment began to be reflected in the physical education, which environmental problems affect modern people's living quality as a crucial factor affecting directly or indirectly our life. Furthermore, since we entered the era of mass sports the physical education subject has dealt with destruction of natural environment by constructing golf courses, ski slopes, etc., destruction of ecosystem by water sports, mountaineering sports, aero sports, etc., and noise pollution near the sport facilities. Therefore, the purpose of this paper is to examine the means to reinforce environmental education in many ways in the physical education concerning environmental problems. For this purpose this paper analyzed the contents of the 7th curriculum for physical education which can be thought to be teaching materials for environmental education, and described the contents in detail. Also, this paper established the orientation and goals of environmental education in the physical education subject and examined some important teaching and learning methods. In addition, this paper suggested some considerations concerning environmental education and a textbook model for the development of physical education textbooks connecting with the 7th curriculum for physical education, which is to suggest a means to connect physical education with environmental education smoothly. The physical education has an attribute that its activities like swimming, climbing mountains, and camping are performed outdoor. The physical activities in the physical education are, of course, performed in the environment, so we had better implement the environmental education including such physical activities at the same time with physical education. Also, there should be efforts so that the education through environment, the education about environment, and the education in the environment can be implemented along with the physical education.

• 대한전자공학회논문지SP
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• 제48권1호
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• pp.8-15
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• 2011

본 논문에서는 지상라이다에서 획득한 3차원 점군데이터로부터 구조물을 모델링하는 알고리듬을 제안한다. 지상라이다 점군 데이터는 항공라이다의 경우와 달리 목표 구조물의 크기와 비슷한 다양한 장애물이 존재하고 데이터의 밀도, 거리 등의 특성이 다르기 때문에 항공라이다에서 사용된 기존의 알고리듬을 그대로 적용하기가 곤란하다. 제안한 방법에서는 색상정보와 호프변환을 이용하여 구조물을 추출하는 기법을 기반으로 주어진 필드데이터를 여러 개의 클러스터로 구분한다. 클러스터 데이터의 우선순위에 따라서 Delaunay triangulation 기법을 차례대로 적용하여 모델링을 수행한다. 제안한 방법은 클러스터 단위로 모델링을 진행하므로 잡음에 의한 영향을 최소화할 수 있으며 사용자가 원하는 개수만큼의 클러스터를 선택함으로써 모델링의 수준을 대화식으로 조정할 수 있다는 장점이 있다.

• 의료ㆍ복지 건축 : 한국의료복지건축학회 논문집
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• 제16권3호
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• pp.37-48
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• 2010

This study analyzes the present condition of the elements of a healing environment of the waiting rooms in outpatient clinics of children' hospitals (3 hospitals in Seoul) so as to propose a design to build a healing environment within the children' hospital. And analyzing the importance, satisfaction and preference of the healing environment in the waiting rooms, this paper has come to the following conclusions: 1)The study shows that the space structure of outpatient clinics in children' hospitals are composed of 1 story or 2 stories and designed in a duplication design or a dispersed alcove design. 2)The waiting room of the SC Hospital, with an area of 66.56$m^2$, and the waiting room of the SU Hospital, with an area of 38.78$m^2$ received the highest score for its space. 3)As most patients visit the hospital with their guardian, the waiting room should also be someplace families can rest and share information with others. 4)It is essential to build an environment that eliminates stress elements that patients may come to face by minimizing noise and elements that obstruct the view for mental stability. 5)The results show that those who took part in the survey preferred the following, respectively, healing environment design for the waiting room in the outpatient clinic at children' hospital: Pleasantness>Easiness in finding one' destination>Artificial materials>Natural materials>Environment like that at home>Co-promotion spaces>Space that supports the patients'activities>Openness>Sociality>Safety/Security>Approachability and Privacy. The results also show that healing conditions respect these preferences.