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독립성분 분석에 의한 복합특징 형성 (Finding Complex Features by Independent Component Analysis)

  • 오상훈
    • 한국콘텐츠학회논문지
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    • 제3권2호
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    • pp.19-23
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    • 2003
  • 포유류 동물의 시각피질 세포에 나타나는 특징은 크게 단순특징을 추출하는 simple cell과 복잡한 특징에 반응하는 complex cell로 구분된다. 특히, 하위 계층의 세포들은 단순특징을 추출하며, 상위 계층으로 갈수록 복합특징을 추출하는 세포들이 존재한다. 이 연구에서는 입력영상에 독립성분분석을 적용하여 complex cell에 대응하는 복잡한한 특징을 추출하였다. 이 결과는 시각피질 세포의 정보처리에 대한 방식에 대한 이해를 기반으로 시각정보처리 알고리즘을 개발하는 데 기여할 것이다.

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Study of Wave Load Nonlinearity Effect On Fatigue Life in Component Stochastic Fatigue Analysis

  • Han Sungkon;Park Kyung-Won;Shin Hyun-Il;Heo Joo-Ho
    • Journal of Ship and Ocean Technology
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    • 제9권4호
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    • pp.11-22
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    • 2005
  • This paper addresses details of wave load nonlinearity effect on stress RAO and damage ratio using component stochastic fatigue analysis. Traditional spectral fatigue analysis for ship structure is based on linear theory; however, there are a number of nonlinearity sources. Especially loading nonlinearity, such as hydrodynamic pressure applying to ship side and gravity changes due to roll and pitch motion, is thought to critically violate the linearity assumption of spectral fatigue analysis, which involves stress RAO as linear parameter. The main focus is placed on how to idealize complicated characteristics of loading nonlinearity and how to implement the nonlinear bias to linear spectral fatigue analysis.

Investigation of Phenolic, Flavonoid, and Vitamin Contents in Different Parts of Korean Ginseng (Panax ginseng C.A. Meyer)

  • Kim, Ji-Sang
    • Preventive Nutrition and Food Science
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    • 제21권3호
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    • pp.263-270
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    • 2016
  • This study investigated the phenolic, flavonoid, and vitamin constituents in the main root, root hair, and leaf of ginseng. The total individual phenolic and flavonoid contents were the highest in the leaf, followed by the main root and root hair. Ferulic acid and m-coumaric acid were found to be the major phenolics in the main root and root hair, while p-coumaric acid and m-coumaric acid were the major phenolics in the leaf. Catechin was the major flavonoid component in the main root and root hair, while catechin and kaempferol were the major flavonoid components in the leaf. Pantothenic acid was detected in the highest quantity in the non-leaf parts of ginseng, followed by thiamine and cobalamin. Linolenic acid and menadione were the major components in all parts of ginseng.

Rethinking the US Presidential Election: Feminism and Big Data

  • CHUNG, Sae Won;PARK, Han Woo
    • International Journal of Contents
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    • 제17권4호
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    • pp.52-61
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    • 2021
  • The 2020 US Presidential Election was a highly-anticipated moment for our global society. During the election period, the most intriguing issue was who would be the winner-Trump or Biden? Among the possible main themes of the 2020 election, from the COVID-19 pandemic to racism, this study focused on feminism ('women') as a main component of Biden's victory. To explore the character of Biden's supporters, this paper focused on internet spaces as a source of public opinion. To guide the data analysis, this study employed four indices from empirical studies on Big Data analytics: issue salience, attention diversity, emotional mentioning, and semantic cohesion. The main finding of this study was that the representative keyword 'women' appeared more prevalently within content related to Biden than Trump, and the keyword pairs indicated that female voters were the main reason for Trump's failure but the root cause of Biden's victory. The results of this study indicated the role of the internet as a forum for public opinion and a fountain of political knowledge, which requires more rigorous investigation by researchers.

산림소유역에서 주요 유출성분 분석을 위한 천연추적자의 탐색 (Searching the Natural Tracers for Separation of Runoff Components in a Small Forested Catchment)

  • 유재윤;김경하;전재홍;최형태;정용호
    • 한국환경복원기술학회지
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    • 제9권4호
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    • pp.52-59
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    • 2006
  • This study was conducted to find end-members and tracers which are effective to be applied in the End Member Mixing Analysis (EMMA) model for runoff separation at the Gwangneung coniferous forest catchment (13.6ha), Gyeonggido, Korea. We monitored three successive rainfall events during two weeks from June 26, 2005 to July 10, 2005, and analysed chemical properties of rainfall, throughfall, stemflow, groundwater and soil water considered as main components of storm runoff. The followings are the results of analyses of each component and tracer. Groundwater, soil water and rainfall (or throughfall) were dominant runoff components. Rainfall and groundwater were selected as main components for the two components-one tracer mixing model, and groundwater, soilwater and throughfall were selected as main components for the three components-two tracers mixing model. Tracers were selected from anion ($Cl^-$ and ${SO_4}^{2-}$), cation ($Na^+$, $K^+$, $Mg^{2+}$, and $Ca^{2+}$) and Acid Neutralizing Capacity (ANC) in event 1, 2, and 3. $Na^+$, $Ca^{2+}$ and ANC were selected in the two components-one tracer mixing model and ${SO_4}^{2-}-K^+$, ${SO_4}^{2-}-Na^+$, ${SO_4}^{2-}-Ca^{2+}$, ${SO_4}^{2-}$-ANC, and $Ca^{2+}$-ANC were selected in the three components-two tracers mixing model. Selected main runoff components and tracers can provide basic information to determine the contribution rate of each runoff component and identify the runoff process in a forest watershed.

동의보감(東醫寶鑑) 중(中) 백작약(白芍藥)이 주약(主藥)으로 배오(配伍)된 방제(方劑)의 활용(活用)에 대한 고찰(考察) (Applications of prescriptions including Paeoniae Radix as a main component in Dongeuibogam)

  • 이치웅;국윤범
    • 대한한의학방제학회지
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    • 제18권2호
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    • pp.53-76
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    • 2010
  • This report describes 173 formulas related to which are mainly used Paeoniae Radix in Dongeuibogam. The following conclusions were induced through investigations on the formulas that are used Paeoniae Radix as a main component. 1. We found the formulas in Dongeuibogam that Paeoniae Radix is used as a main ingredient in each prescriptions. 22 times(12.4%) of them are recorded in women's disease chapter, 20 times(11.3%) are in feces chapter, 14 times(7.9%) are in uterus, 12 times(6.8%) are in wind chapter, 10 times(5.6%) are in fatigue chapter, 9 times(5.1%) are in blood chapter, which are arranged in order of frequency. 2. Formulas that utilize Paeoniae Radix as the main ingredient are used in the treatment of women's disease, diarrhea, paralysis, yin and yang-deficiency syndrome. They are also used for treating 117 different types of diseases. 3. The dosage of Paeoniae Radix in formulas is from 1 don(nearly 3.75g) to 1 nyang 5 don (nearly 56.25g), however 1 don has been taken the most for clinical application. 4. Paeoniae Radix can make various effects with other ingredient, like fulfilling yin and blood, relaxing muscles and allaying pain. And this can be found in the formulas such as Samultang(四物湯), Jakyackgamchotang(芍藥甘草湯), Sambaektang(三白湯).

와이블 분포를 이용한 다기능 다중상태 대기시스템의 신뢰도 분석 (Reliability Analysis of Multi-functional Multi-state Standby System Using Weibull Distribution)

  • 김지혜;정영배
    • 산업경영시스템학회지
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    • 제40권3호
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    • pp.138-147
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    • 2017
  • As the functions and structure of the system are complicated and elaborated, various types of structures are emerging to increase reliability in order to cope with a system requiring higher reliability. Among these, standby systems with standby components for each major component are mainly used in aircraft or power plants requiring high reliability. In this study, we consider a standby system with a multi-functional standby component in which one standby component simultaneously performs the functions of several major components. The structure of a parallel system with multifunctional standby components can also be seen in real aircraft hydraulic pump systems and is very efficient in terms of weight, space, and cost as compared to a basic standby system. All components of the system have complete operation, complete failure, only two states, and the system has multiple states depending on the state of the component. At this time, the multi-functional standby component is assumed to be in a non-operating standby state (Cold Standby) when the main component fails. In addition, the failure rate of each part follows the Weibull distribution which can be expressed as increasing type, constant type, and decreasing type according to the shape parameter. If the Weibull distribution is used, it can be applied to various environments in a realistic manner compared to the exponential distribution that can be reflected only when the failure rate is constant. In this paper, Markov chain analysis method is applied to evaluate the reliability of multi-functional multi-state standby system. In order to verify the validity of the reliability, a graph was generated by applying arbitrary shape parameters and scale parameter values through Excel. In order to analyze the effect of multi-functional multi-state standby system using Weibull distribution, we compared the reliability based on the most basic parallel system and the standby system.

최근 5년간 국내 연근해에서 발생한 해양사고에 대한 주성분분석 (Principal Component Analysis on Marine Casualties Occurred at Korean Littoral Sea in Recent 5 Years)

  • 김영식
    • 수산해양교육연구
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    • 제28권2호
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    • pp.465-472
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    • 2016
  • 본 연구에서는 2010년부터 2014년까지 최근 5년간 우리 나라 주변해역에서 발생하여 중앙해양안전심판원의 재결을 마친 1417건의 해양사고에 대해 이를 25개 요인별로 분류하고, SPSS 통계 프로그램에 의한 주성분분석(Principal Component Analysis; PCA)을 행하여 이들 각 요인들의 상관성 및 주요 해양원인을 분석 고찰하였다. 얻어진 주요한 결과들을 요약하면 다음과 같다. 1. 해양사고의 주된 원인은 기관설비취급불량, 화기취급불량, 항행법규소홀, 침로선정유지불량, 경계소홀 등 기관실 및 조타실 관련 인적요인에 의해 발생한다. 2. 조타실 관련 인적요인에 의해 발생하는 사고는 충돌과 좌초 등이 큰 비중을 차지하며, 기관실 관련 인적요인에 의해 발생하는 사고유형은 주로 기관손상이나 화재폭발 등이다. 3. 주성분분석의 결과 제1주성분은 해양사고의 출현율을, 제2주성분은 해양사고의 원인을, 제3주 성분은 해양사고의 유형을 나타낸다.

다기능 대기부품을 갖는 다중상태 UH-60 헬기 유압펌프시스템의 신뢰도 분석 (Reliability Analysis of Multi-State UH-60 Helicopter Hydraulic Pump System with a Multi-Functional Standby Component)

  • 김동현;이석훈;임재학
    • 한국신뢰성학회지:신뢰성응용연구
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    • 제15권4호
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    • pp.233-240
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    • 2015
  • We analyse reliability of multi-state UH-60 helicopter hydraulic pump system with a multi-functional standby component using Markov analysis method. The system consists of seven components: 2 main pumps, 1 standby pump, 2 primary servos, and 2 tail rotor servos. The standby pump can take over when one more than components fail. Therefore the standby pump is multi-functional standby component. The system has four states: good, deteriorated, dangerous, and failed. The components have 2 states: working and failed. We assume the system is unrepairable when the components fail. We estimate failure distributions and rates using collected failure time data in field. And we classify multi-state of the system according to emergency procedure of UH-60A student handout. We obtain the reliabilities of multi-state system using Visual Basic program because the differential equations is extremely complicated and tedious to solve.

백운산 향사대에 분포하는 동고층에 대한 고지자기 연구 (Paleomagnetism of the Tonggo Formation in the Baekunsan Syncline)

  • 도성재
    • 자원환경지질
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    • 제26권3호
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    • pp.383-393
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    • 1993
  • Paleomagnetic data have been obtained from the Lower Triassic Tonggo formation which is exposed in the E-W trending Baekunsan syncline comprising the Pyongan Supergroup in eastern Korea. Two ancient components of magnetization are recovered in this formation by detailed thermal demagnetization: a post-folding component and a pre-folding component The post-folding component ($D/I=58.8/55.5^{\circ}$) is normally magnetized and appears to acquire in the Cretaceous Normal Superchron. It is a magnetic signature of the Daebo Orogeny and has been rotated clockwise since this magnetization has been acquired, in common with the main synclinal axis. The pre-folding component ($D/I=1.1/19.4^{\circ}$, Paleopole at $306.1^{\circ}E$, $63.2^{\circ}N$) passes fold and reversal tests and is inferred to be a post-depositional or early chemical diagenetic remanence of Lower-Middle Triassic age. This paleopole corresponds only with the Lower Triassic poles from the North China Block: it is removed from the contemporary poles from the South China Block. If the result of this study is corrected for the clockwise rotation deduced from the Cretaceous overprint, the enhanced agreement with the Lower Triassic poles from the North China block can be achieved. Therefore, a first order correlation between the Korean Peninsula and North China at least since Lower Triassic times is identified in this study.

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