• 제목/요약/키워드: Weighting analysis

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지능센서의 센싱능력 평가를 위한 평가기법 개발 (Development Estimation Method to Estimate Sensing Ability of Smart Sensors)

  • 황성연;마사히코 무루조노;김영문;홍동표
    • 한국공작기계학회논문집
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    • 제15권2호
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    • pp.99-106
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    • 2006
  • In this paper, the new method that estimates a sensing ability of smart sensor will be proposed. A study is estimation method that evaluates sensing ability about smart sensor respectively. According to acceleration(g) and displacement changing, we estimated sensing ability of smart sensor using SAI(Sensing Ability Index) method respectively. Smart sensors was made fer experiment. The types of smart sensor are two types(hard and soft smart sensor). Smart sensors developed for recognition of material. Experiment and analysis are executed for estimate the SAI method. In develop a smart sensor, the SAI method will be useful for finding optical design condition of smart sensor that can sense a material. And then dynamic characteristics of smart sensors(frequency changing, acceleration changing, critical point, etc.) are evaluated respectively through new method(SAI) that use the power spectrum density. Dynamic characteristic of sensor is evaluated with SAI method relatively. We can use the SAI for finding critical point of smart sensor, too.

대상물 인식을 위한 지능센서 및 평가기법 개발 (Development Smart Sensor & Estimation Method to Recognize Materials)

  • 황성연;홍동표;정태진;김영문
    • 한국공작기계학회논문집
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    • 제15권3호
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    • pp.73-81
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    • 2006
  • This paper describes our primary study for a new method of recognizing materials, which is need for precision work system. This is a study of dynamic characteristics of smart sensors, new method$(R_{SAI})$ has the sensing ability of distinguishing materials. Experiment and analysis are executed for finding the proper dynamic sensing condition. First, we developed advanced smart sensor. We made smart sensors for experiment. The type of smart sensor is HH type. The smart sensor was developed for recognition of material. Second, we develop new estimation methods that have a sensing ability of distinguish materials. Dynamic characteristics of sensor are evaluated through new recognition index$(R_{SAI})$ that ratio of sensing ability index. Distinguish of object is executed with $R_{SAI}$ method relatively. We can use the $R_{SAI}$ method for finding materials. Applications of this method are finding abnormal condition of object (auto-manufacturing), feeling of object(medical product), robotics, safety diagnosis of structure, etc.

공간분석 기법을 이용한 대기오염 개인노출추정 방안 소개 및 적용의 사례 (Prediction Approaches of Personal Exposure from Ambient Air Pollution Using Spatial Analysis: A Pilot Study Using Ulsan Cohort Data)

  • 손지영;김윤신;조용성;이종태
    • 한국대기환경학회지
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    • 제25권4호
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    • pp.339-346
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    • 2009
  • The objectives of this study were to introduce spatial interpolation methods which have been applied in recent papers, to apply three methods (nearest monitor, inverse distance weighting, kriging) to domestic data (Ulsan cohort) as an example of estimating the personal exposure levels. We predicted the personal exposure estimates of 2,102 participants in Ulsan cohort using spatial interpolation methods based on information of their residential address. We found that there was a similar tendency among the estimates of each method. The correlation coefficients between predictions from pairs of interpolation methods (except for the correlation coefficient between nearest montitor and kriging of CO and $SO_2$) were generally high (r=0.84 to 0.96). Even if there are some limitations such as location and density of monitoring station, spatial interpolation methods can reflect spatial aspects of air pollutant and spatial heterogeneity in individual level so that they provide more accurate estimates than monitor data alone. But they may still result in misclassification of exposure. To minimize misclassification for better estimates, we need to consider individual characteristics such as daily activity pattern.

한의학 고문헌 텍스트에서의 저자 판별 - 기능어의 역할을 중심으로 - (A Comparative Study of Feature Extraction Methods for Authorship Attribution in the Text of Traditional East Asian Medicine with a Focus on Function Words)

  • 오준호
    • 대한한의학원전학회지
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    • 제33권2호
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    • pp.51-59
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    • 2020
  • Objectives : We would like to study what is the most appropriate "feature" to effectively perform authorship attribution of the text of Traditional East Asian Medicine Methods : The authorship attribution performance of the Support Vector Machine (SVM) was compared by cross validation, depending on whether the function words or content words, single word or collocations, and IDF weights were applied or not, using 'Variorum of the Nanjing' as an experimental Corpus. Results : When using the combination of 'function words/uni-bigram/TF', the performance was best with accuracy of 0.732, and the combination of 'content words/unigram/TFIDF' showed the lowest accuracy of 0.351. Conclusions : This shows the following facts from the authorship attribution of the text of East Asian traditional medicine. First, function words play an important role in comparison to content words. Second, collocations was relatively important in content words, but single words have more important meanings in function words. Third, unlike general text analysis, IDF weighting resulted in worse performance.

지게차 출발감각 평가지수 개발 (Development of Start Feel Index of a Forklift Truck)

  • 장한기;국두윤;이종규;최준호
    • 대한기계학회논문집A
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    • 제26권1호
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    • pp.74-82
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    • 2002
  • In this paper the start fuel index was developed to estimate ride quality of a forklift truck during the start motion. Through the consultation with test drivers, definition of start feel was made, and three parameters were selected to describe the start motion. They are engagement shock in the forwarding direction, vertical and pitch vibration respectively. To find out the relation between the measured motion and the subjective fueling, both the subjective rating and the measurement of vehicle motions were performed simultaneously. The correlation analysis between the two kinds of results showed start fuel was expressed by the measured accelerations with accuracy and reliability, Use of the new index has advantages of not only evaluating start fuel only by the measured signals but providing the consistent results which are not affected by physical and mental state of a test driver. Usefulness of the new index was confirmed by verification test on four new forklift trucks of a same model, which showed the order of preference by the index was coincided that by subjective evaluation.

디지털 영상 확대를 위한 적응형 Pseudomedian 필터의 설계 및 성능 분석 (Design and Performance Analysis of Adaptive Pseudomedian Filter for Digital Image Enlargement)

  • 곽노윤;황병원
    • 한국정보처리학회논문지
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    • 제7권4호
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    • pp.1305-1315
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    • 2000
  • It is known that a digital image enlargement technique can increase the size of he image but the practical enhancement of resolution is trifle because the frequency bandwidth of the original image is basically limited. To solve this problem, this paper proposes the digital image enlargement technique which interpolates the interpolation points of horizontal and vertical direction by weighting according to the direction of edge information with the component of FOI(First Order Interpolation)and output of the pseudomedian filter for image enlargement and interpolates the interpolation points of diagonal direction by selectively transposing the direction of the subwindows of the pseudomedian filter according to the distribution of neighbored pixels thereto in the extended image. According to the proposed methods, the digital image enlargement which preserves the characteristic of the pseudomedian filter capable of keeping the reconstruction of edge information and reflects the advantage of FOI can be performed. Therefore, visual artifacts could be effectively suppressed, and most characteristics and shape of the original image can be reconstructed as well.

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네트워크 위험 분석 및 취약점 점검 방법에 관한 연구 (A Study on the Methodologies to Assess Network Vulnerability)

  • 서동일;박원주
    • 한국콘텐츠학회논문지
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    • 제5권2호
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    • pp.107-114
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    • 2005
  • 기업 네트워크 환경 및 인터넷상에서 발생할 수 있는 보안상의 취약점들은 악의를 가진 내외부의 공격자들에게 악용될 가능성이 있다. 이러한 상황은 기업으로 하여금 정보 자산의 유출 및 파괴 등의 물리적인 피해와 더불어 복구를 위한 인력 및 시간의 소요 등 금전적인 손해를 야기시킨다. 이에 정확한 네트워크 보안 위험을 분석하여 이러한 피해의 가능성을 사전에 파악하고, 예방할 수 있는 방안을 마련하여 최대한의 보안성을 확보하여야 한다. 본 고는 이를 해결하기 위한 네트워크의 보안 수준을 측정하고 분석할 수 있는 국내에서의 접근 방법론을 살펴보고, 적절한 평가 절차 및 평가 수행 방법, 점검 항목을 도출한다.

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Analysis and Strategy of Economic Development Policy for SMEs in Indonesia

  • DAHLIAH, Dahliah;KURNIAWAN, Agus;PUTRA, Aditya Halim Perdana Kusuma
    • The Journal of Asian Finance, Economics and Business
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    • 제7권5호
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    • pp.103-110
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    • 2020
  • This study analyzes the strategy of determining economic development planning on SME improvement in Indonesia. A qualitative approach was conducted through interview questionnaires with twenty respondents, including sixteen Regional Apparatus Work Unit, Fisheries and Marine Office lecturers, subdistrict heads, and development observers. The method used is Analytical Hierarchy Process (AHP). AHP prioritizes criteria and sub-criteria to increase economic growth, reduce poverty, and increase community participation, while indicating the sub-criteria to optimize resource potential, strengthen micro-economy, develop tourism potential, utilize fishery potential and cultivation, and improve institutional performance. The AHP weighting results based on competitiveness and regional development of Bantaeng Regency is the priority in policy-making for a solution. The research shows that the government strategy, based on the perception of the stakeholders, is: optimizing resources strategy with priority to maximize the resource-carrying capacity that includes agriculture and farm, tourism development potential strategy, self-reliance of community groups and coaching and management. Strategies to strengthen micro economy include: industrial control, SMEs, community cooperatives and infrastructure improvements, strategies to improve institutional performance work capacity and work ethic, and strategies to utilize fisheries and cultivation potential technological development, provision of processed industries of fishery products, and improvement of the quality of the environment.

통계기반 정책사례 연구: 주택가격지수 통계의 구축, 개선, 활용을 중심으로 (A Case Study on Statistic-Based Policy: Use of the Housing Purchase Price Indices)

  • 박진우
    • 응용통계연구
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    • 제22권3호
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    • pp.635-651
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    • 2009
  • 사회가 민주화, 선진화되어감에 따라 합리적인 정책과정의 중요성이 강조되어 이른바, 증거기반 정책(evidence-based policy) 이 정책 분야에서의 중요한 화두로 떠오르게 되었다. 증거기반 정책, 그 중에서도 통계에 기반을 둔 정책에 관한 관심이 고조되고 있기는 하지만 구체적인 정책분야에서 통계가 어떻게 사용되고 있는지에 대한 구체적인 사례들이 소개된 것은 그다지 많지 않다. 본 연구의 목적은, 현재 국민은행이 작성하여 공표하는 주택가격지수가 구축, 발전되어 온 과정을 더듬으면서 구체적으로 통계가 어떻게 주택정책의 기반으로 활용되어 왔는지를 조명하는데 있다. 시기별 주택가격지수의 통계적 특징 및 문제점들을 지적하고, 이러한 문제점들이 개선되는 과정을 살펴본다. 아울러 주택가격지수가 구체적인 부동산 관련 정책과정에서 어떻게 활용 되는지를 소개한다.

고속선/기존선 운행에 따른 고속철도 차량의 승차감 특성 분석 (Analysis on the Characteristics of the Ride Comfort for High Speed Trains on the High Speed Line/conventional Line)

  • 김석원;박찬경;김기환;박태원;김영국
    • 한국소음진동공학회논문집
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    • 제14권10호
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    • pp.999-1006
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    • 2004
  • Recently, the ride comfort problem becomes increasingly important because of today's needs for train speedup. The railway has the track irregularities which cause vibrations, such as rail joints, turnout, level crossing, transition corves and super-elevation ramps, and variations in the track level(z-axis) and the gauge(y-axis). In Korea, the service run of the high speed train has been made since the 1st of April, 2004. The commercial high-speed trains must be run on the compound lines which are composed of high-speed line and conventional line. The high speed lines in both Kyoungbu line and Honam line have 57.5% and 33.8%, respectively In this Paper, the ride comfort has been reviewed by the various experimental methods when the high-speed trains are operated on both Kyoungbu line and Honam line. The results show that the high-speed train has no problems from the viewpoint of the comfort ride during the operation on the high speed line and conventional line.