• 제목/요약/키워드: Hard K-means

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공학캠프를 통한 공학과 기술에 대한 이미지 변화 연구 (The Effect on Images of an Engineering Program Participate toward 'Engineering' and 'Technology' through Semantic Differential Method)

  • 임나영;이창훈
    • 공학교육연구
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    • 제20권6호
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    • pp.68-75
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    • 2017
  • This study has a purpose to analyse changes in perception and image about engineering and technology of students who participated in the engineering camp. To achieve this objective, the questions were as follows. 1) What about participants' image difference for engineering before and after participating the engineering camp 2) What about participants' image difference for technology before and after participating the engineering camp. For this study, the program was progressed from Aug in 2017 and the data was collected from 88 students, middle school seniors and high school freshmen. The results of this study were as follows: First, secondary students perceived 'valuable(6.74)', 'meaningful(6.73)', 'rich(6.40)', 'collaborative(6.42)', 'nice(6.22)' as high image rank of the positive response for engineering. On the other hand, 'complex(3.59)', 'labored(3.80)', 'hard(4.66)', 'dangerous(4.48)', 'cold(4.86)' were perceived as low image rank of the negative response for engineering. We can realize that they generally has the image that engineering is valuable, meaningful and nice but also labored, complex and hard. The students who participated in the engineering camp showed the greatest difference in 'complex - simple' and 'dangerous - safe' engineering categories before and after the camp, followed by 'cold - hot', 'labored - easy', and 'hard - soft', respectively. Second, secondary students perceived 'meaningful(6.58)', 'valuable(6.55)', 'wide(6.38)', 'nice(6.37)', 'strong(6.25)' as high image rank of the positive response for technology. On the other hand, 'complex(3.85)', 'labored(3.93)', 'hard(4.62)', 'dangerous(4.72)', 'cold(5.05)' were perceived as low image rank of the negative response for technology. The students who participated in the engineering camp had the big change in 'hard - soft' technology category before and after the camp, followed by 'complex - simple', 'labored - easy', 'theoretical - practical' and 'dangerous - safe', respectively. We can see that the negative images for technology which were complex, labored, dangerous, theoretical was improved with positive image such as simple, easy, safe and practical, after conducting the engineering camp. In conclusion, both image recognitions for engineering and technology have improved after the camp. It means that interesting and entertaining engineering-technology program can boost interests in engineering and technology which felt difficult, so that images about them can be turned out positive. Also, it is possible to reduce avoidance of natural science and engineering subjects, as part of the purpose of training creative talents in science and engineering, so it can be said that the engineering camp is highly meaningful because it can lead students into the field of science and engineering.

국제상거래에서의 UNIDROIT원칙 적용에 관한 연구 - 국제물품매매계약에 관한 유엔협약(CISG)과의 비교를 중심으로 - (A Study on the Application of UNIDROIT Principles in International Commercial Transaction)

  • 우광명
    • 통상정보연구
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    • 제14권3호
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    • pp.453-479
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    • 2012
  • 국제상거래의 증가는 분쟁의 증가로 나타나 소송이나 중재로 명확히 반영되고 있다. 국제상거래의 중요성에도 불구하고, 최근까지 어떻게 법이 실제 무역관행과 상호작용하는지 잘 알지 못하고 있다. 전 세계에 걸쳐 소송과 중재법정은 국제물품매매계약에서 CISG를 준거법으로 적용하고 있지만, 해결되지 않는 문제점에 대한 국제 판례가 축적되고 있다. 이런 점에서 국제 판례법에 대한 유니렉스(UNILEX) 데이터베이스는 대표적인 사례라 할 수 있다. 오늘날 확실히 CISG가 국제상사계약에서 중요한 역할을 담당하고 있지만, CISG가 경성법(hard law)으로서의 특징 때문에 갖는 한계로 준거법 적용에 따른 문제가 있다. 이에 비하여 UPICC는 국제협약이나 법률이 아닌 국제상거래일반의 법의 리스테이트먼트(restatement)이다. 즉 연성법(soft law)으로서 UPICC는 CISG보다도 유연하고 포괄적이다. 따라서 본 연구는 UPICC 2010년 개정에 착안하여 2012년 8월 현재까지 유니렉스(UNILEX)에 포함된 CISG와 UPICC의 적용사례 통계를 비교 분석하여 UPICC가 CISG의 한계를 보완하는 기능을 담당할 수 있음은 물론이고, 더 나아가 국제상거래의 준거법으로서 적용에도 유용성이 있음을 밝혀 UPICC의 국제상거래에서의 적용을 촉진하고자 한다.

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공진형 전압형 인버터의 전동기구동 시스템 응용 (Application of Motor Drive System Using Resonant Voltage-Type Inverter)

  • 김용주;마영호;김한성;최규하;김병주
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1991년도 추계학술대회 논문집 학회본부
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    • pp.164-166
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    • 1991
  • This paper achieved by Pulse-Withed Modulation of the inverter switchs. But Conventional PWM inverter is employed hard switching by means a switching device. Moreover, this paper presents resonant DC link Voltage type inverter thet it was not necessary snubber circuit and dead time and modeling of motor drive control system and simulating analysis are discussed.

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COMPUTER SIMULATION OF MAGNETIC PROPERRTIES OF SPRING MAGNETS

  • Kitajima, N.;Inoue, H.;Kanai, Y.;Fukunaga, H.
    • 한국자기학회지
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    • 제5권5호
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    • pp.404-407
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    • 1995
  • Magnetic properties of model exchange-spring magnets, which are composed of magnetically soft and hard grains, were calculated by means of computer simulation. The dependence of the magnetic properties on the strength of intergrain exchange interaction and the amount of soft grains was studied. The existence of soft grains enhanced the remanence remarkably, and the remanence over $0.8M_{s}$ was obtained in the model magnets containing 25% or more soft grains by volume. The calculated coercivity vs. the strength of the exchange interaction curves showed a peak at a critical strength of the exchange interaction, although the remanence increased monotonously with increase in the strength of the exchange interaction. Thus the maximum energy product also reached a peak around the same critical strength. The calculated maximum energy product exceeded $300kJ/m^{3}$ when the magnet is assumed to be composed of $Fe_{3}B$ and $Nd_{2}Fe_{14}B$.

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하이브리드 클러스터링을 이용한 샷 전환 검출 (The Shot Change Detection Using a Hybrid Clustering)

  • 이지현;강오형;나도원;이양원
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2005년도 추계종합학술대회
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    • pp.635-638
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    • 2005
  • 비디오 분할은 비디오 질의 시스템을 만드는 첫 번째 단계로서 각 샷이 같은 내용을 가지는 프레임들의 순서를 표현하는 샷들에 대한 비디오 시퀀스 분할을 목적으로 한다. 샷 전환의 형태는 급진적인 샷 전환과 점진적인 샷 전환으로 구분된다. 샷 전환 검출 접근의 중요한 문제는 샷 전환 검출의 실행을 결정하는 정확한 경계값을 구체화하기 어렵다는 것이다. 또한 클러스터 접근에서는 클러스터의 올바를 수를 찾기가 어렵다. 이러한 문제점들을 개선하고자 컬러-X$^2$ 명도 히스토그램 기반 퍼지 c-means 클러스터링 방법을 이용하여 하이브리드 형태의 샷 전환 검출 방법을 제안 하였다.

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A Genetic Approach for Joint Link Scheduling and Power Control in SIC-enable Wireless Networks

  • Wang, Xiaodong;Shen, Hu;Lv, Shaohe;Zhou, Xingming
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제10권4호
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    • pp.1679-1691
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    • 2016
  • Successive interference cancellation (SIC) is an effective means of multi-packet reception to combat interference at the physical layer. We investigate the joint optimization issue of channel access and power control for capacity maximization in SIC-enabled wireless networks. We propose a new interference model to characterize the sequential detection nature of SIC. Afterward, we formulize the joint optimization problem, prove it to be a nondeterministic polynomial-time-hard problem, and propose a novel approximation approach based on the genetic algorithm (GA). Finally, we discuss the design and parameter setting of the GA approach and validate its performance through extensive simulations.

관성항법장치의 실시간 모의를 위한 RTX기반의 MILS S/W 개발 (The Development of MILS Software based on RTX for Real-time Imitation of an Inertial Navigation System)

  • 김기표;최진호;안기현;우덕영
    • 한국군사과학기술학회지
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    • 제14권3호
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    • pp.353-358
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    • 2011
  • In this paper, we have introduced a Missile In the Loop Simulation(MILS) Software developed for the missile ground test, which is based on a commercial hard real-time operating system(OS) on Windows platform called as Real-Time eXtension(RTX). MILS software makes it possible to test overall system functions of a integrated missile on the ground in the flight conditions by real-time imitating its inertial data. By means of MILS, we have performed missiles ground tests, which result in successful real flight tests.

The Control System Modeling and Experiment for the Tele-operated Unmanned Vehicle

  • Duk sun Yun;Lee, Woon-Sung;Kim, Jung-Ha
    • Journal of Mechanical Science and Technology
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    • 제16권10호
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    • pp.1253-1263
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    • 2002
  • The control system design and modeling of an unmanned vehicle by means of a new concept for better performance through a tole-operation system is suggested by sensor fusion. But, the control of a real vehicle is very difficult, because the system identification of the vehicle is hard to find the unknown factors and the disturbances of the experimental environment. For the longitudinal and lateral controls, the traction system and steering system models are set up and a tuning method to find the gain of the controller by experiments is presented. In this research, mechanical and electronic parts are implemented to operate the unmanned vehicle and data reconstruction method of information about the environment data coming from several sensors is presented by data plot for the vehicle navigation. This paper focuses on the integration of tole-operated unmanned vehicle. This vehicle mainly controlled lateral and longitudinal directions with actuators for controlling vehicle movement and sensors for the closed-loop controlled system.

HCM 방법을 이용한 다중 FNN 설계에 관한 연구 (A Study on the Design of Multi-FNN Using HCM Method)

  • 박호성;윤기찬;오성권
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1999년도 추계학술대회 논문집 학회본부 B
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    • pp.797-799
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    • 1999
  • In this paper, we design the Multi-FNN(Fuzzy-Neural Networks) using HCM Method. The proposed Multi-FNN uses simplified inference as fuzzy inference method and Error Back Propagation Algorithm as learning rules. Also, We use HCM(Hard C-Means) method of clustering technique for improvement of output performance from pre-processing of input data. The parameters such as apexes of membership function, learning rates and momentum coefficients are adjusted using genetic algorithms. We use the training and testing data set to obtain a balance between the approximation and the generalization of our model. Several numerical examples are used to evaluate the performance of the our model. From the results, we can obtain higher accuracy and feasibility than any other works presented previously.

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BOTTOM IrMn-BASED SPIN VALVES BY USING OXYGEN SURFACTANT

  • J. Y. Hwang;Kim, M. Y.;K. I. Jun;J. R. Rhee;Lee, S. S.;D. G. Hwang;S. C. Yu;Lee, S. H.
    • 한국자기학회:학술대회 개요집
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    • 한국자기학회 2002년도 동계연구발표회 논문개요집
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    • pp.62-63
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    • 2002
  • To reach 100 Gbit/in$^2$ magnetic recording densities in hard disk drives specular enhancement of giant magnetoresistance (GMR) effect in spin valve (SV) films has become one of the indispensable means for application as read elements in recording heads [1]. More recently specular spin valve (SSV) structure containing nano-oxides layers (NOL) were reported [2], where MR enhancement is caused to extended mean free path of majority spin polarized electrons through specular reflection at metal/insulator interfaces [3] in the SV films. (omitted)

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