• Title/Summary/Keyword: F-Measure

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Development and Application of the Semiconductor Neutron Radiation Detector (반도체 중성자 탐지소자 개발 및 응용)

  • Lee, Nam-Ho;Lee, Hong-Kyu;Youk, Young-Ho
    • Journal of the Korea Institute of Military Science and Technology
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    • v.14 no.2
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    • pp.299-304
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    • 2011
  • In this paper, we developed the semiconductor neutron radiation detector and the multi-purpose radiation detection technologies for the next generation military personal surveymeter. The PIN type semiconductor neutron detector and the prototype measure the neutron radiation dose upto 1,000cGy with ${\pm}20%$ error. It also have a good performance about the Gamma, Alpha and Beta radiation and MIL-STD-810F.

ON NONLINEARITY AND GLOBAL AVALANCHE CHARACTERISTICS OF VECTOR BOOLEAN FUNCTIONS

  • Kim, Wan-Soon;Hwang, Hee-Sung
    • Journal of applied mathematics & informatics
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    • v.16 no.1_2
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    • pp.407-417
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    • 2004
  • It is well known that the nonlinearity of vector Boolean functions F on n-dimensional vector space $GF(2)^n$ to $GF(2)^m$ is bounded above by $2^{n-1} - 2 ^{\frac{n}{2}-1}$. In this paper we derive upper bounds and a lower bound on the nonlinearity of vector Boolean functions in terms of auto-correlations. Strengths and weaknesses of each bounds are examined. Also, we modify the notions of the sum-of-square indicator and absolute indicator for Boolean functions to the case of vector Boolean functions to measure global avalanche characteristics of vector Boolean functions. Using those indicators we compare the global avalanche characteristics of DES (Data Encryption System) and Rijndael.

A Hybrid Approach for the Morpho-Lexical Disambiguation of Arabic

  • Bousmaha, Kheira Zineb;Rahmouni, Mustapha Kamel;Kouninef, Belkacem;Hadrich, Lamia Belguith
    • Journal of Information Processing Systems
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    • v.12 no.3
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    • pp.358-380
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    • 2016
  • In order to considerably reduce the ambiguity rate, we propose in this article a disambiguation approach that is based on the selection of the right diacritics at different analysis levels. This hybrid approach combines a linguistic approach with a multi-criteria decision one and could be considered as an alternative choice to solve the morpho-lexical ambiguity problem regardless of the diacritics rate of the processed text. As to its evaluation, we tried the disambiguation on the online Alkhalil morphological analyzer (the proposed approach can be used on any morphological analyzer of the Arabic language) and obtained encouraging results with an F-measure of more than 80%.

The Dielectric Characteristics of Transformer Oil due to the Sodium Chloride (I) (염분에 따른 변압기유의 유전특성 (I))

  • 조경순;송병기;이수원;신종열;홍진웅
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 1996.05a
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    • pp.206-210
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    • 1996
  • In order to investigate the electrical properties for transformer oils which contains a Pure sodium chloride, the dielectric properties is made researches. To measure the dielectric loss of specimen, a coaxial cylindrical liquid electrode is used, and its geometric capacitance is confirmed to 16[pF]. And the dielectric dissipation factor, tan$\delta$, is measured by using the Video Bridge 2150. The thermal static oven with an automatically static temperature controller is used so as to support specific temperature to the specimen. This experiments for measuring the dielectric lass is performed at 20-120[$^{\circ}C$] in the temperature range, 30∼1.5x10$\^$5/[Hz] in the frequency range and 300∼1500[mV] in the voltage range. The result of experiment for the movement of carrier and the physical constants to contribute dielectric properties of specimen with a pure sodium chloride.

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A Study of the Estimation Method for the Dielectric Properties of Dielectrics in Millimeter Wave Range - Part II (유전체의 밀리미터파대 유전특성 평가방법에 관한 연구 II)

  • Lee, Hong-Yeol;Jun, Dong-Suk;Kim, Dong-Youn;Ko, Kyoung-Suk;Lee, Sang-Seok
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2003.07a
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    • pp.135-138
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    • 2003
  • The circular cavity resonator which can measure the dielectric properties of dielectrics in the V-band($50GHz{\sim}75GHz$) frequency range was designed and fabricated. Exciting and detecting of the resonator is peformed by WR15 rectangular waveguides using Bethe's small hole coupling. The GaAs plate sample was used for the verification of the performance of the fabricated circular cavity resonator. In the measurement of GaAs single crystal using that resonator, the resonant frequency of the dominant $TE_{011}$ mode, the permittivity and $Q{\times}f_0$ were measured as 53.29GHz, 12.87 and 138,000, respectively.

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Verification of Bonding Force between PVP Dielectric Layer and PDMS for Application of Flexible Capacitive-type Touch Sensor with Large Dynamic Range (넓은 다이내믹 레인지의 유연 촉각센서 적용을 위한 PVP 유전층과 PDMS 접착력 검증)

  • Won, Dong-Joon;Huh, Myoung;Kim, Joonwon
    • The Journal of Korea Robotics Society
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    • v.11 no.3
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    • pp.140-145
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    • 2016
  • In this paper, we fabricate arrayed-type flexible capacitive touch sensor using liquid metal (LM) droplets (4 mm spatial resolution). Poly-4-vinylphenol (PVP) layer is used as a dielectric layer on the electrode patterned Polyethylene naphthalate (PEN) film. Bonding tests between hydroxyl group (-OH) on the PVP film and polydimethylsiloxane (PDMS) are conducted in a various $O_2$ plasma treatment conditions. Through the tests, we can confirm that non-$O_2$ plasma treated PVP layer and $O_2$ plasma treated PDMS can make a chemical bond. To measure dynamic range of the device, one-cell experiments are conducted and we confirmed that the fabricated device has a large dynamic range (~60 pF).

Solar Cells Characteristics Tester

  • Jirawath, Parnklang;Amnard, Jenjirodpipat;Santi, Hanklar
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.511-511
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    • 2000
  • The equipment is used for testing the electrical characteristics of solar cells that were connected to be a solar panel, which can be found anywhere of solar power plant. This device was built from power switch devices f3r sinking the high current of the solar panel. The processor is a controller, which controls the quantity of the current, which flow through the switching devices and collect the characteristic of the solar panel. The tester can measure the current, voltage, temperature, and light intensity, which are main factors that affect the electrical characteristics of solar cells. 12 bits resolution signal converter is used to change the measuring levels so we can change measuring levels to 4096 levels, and these data are stored in tile memory. The equipment can also calculate the maximum power of the solar system panel.

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Red Tide Detection Based on Two Stage Filtering with MODIS Chlorophyll Information (MODIS 클로로필 정보를 이용한 2단계 필터링 기반 적조 탐지)

  • Kim, Yong-Min;Byun, Young-Gi;Kim, Yong-Il;Yu, Ki-Yun
    • Proceedings of the KSRS Conference
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    • 2008.03a
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    • pp.170-175
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    • 2008
  • 본 연구는 MODIS에서 제공하는 클로로필 정보를 기반으로 하여 2단계 필터링을 통해 우리나라 동해, 남해 연안에 대규모로 발생했던 Cochlodinium polykrikoides 적조를 탐지하는 알고리즘을 제시한다. 일반적인 적조 탐지 연구들은 클로로필과 적조 발생의 상관성을 이용하여 클로로필의 농도가 높은 해역을 적조 발생 해역으로 탐지한다. 하지만 이 방법의 문제점은 적조가 발생하지 않은 해역을 적조 발생 해역으로 탐지함으로써 commission error를 발생시킨다는 것이다. 따라서 본 연구에서는 이러한 문제점을 극복하기 위해 MODIS에서 제공하는 클로로필 정보를 바탕으로 적조 발생 해역을 추출하고, 2단계 필터링 과정을 적용함으로써 진해, 여수, 남해도 부근 해역에서 발생한 commission error를 제거할 수 있었으며, 그 결과를 국립수산과학원의 적조속보자료와 함께 시각적 평가하여 본 연구에서 제안한 알고리즘의 효용성을 검증하였다. 향후 정량적인 평가를 위해 F-measure, JC(Jaccard coefficient), YC(Yule coefficient), 전체정확도를 탐지정확도 측정치로써 도입하여 정확도평가를 수행할 예정이다.

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Study of Sound Transmission Characteristics of using a Scale Reverberation Chamber and vibro acoustic FEM (투과손실 예측을 위한 유한요소 해석과 소형 잔향실 실험의 비교에 검증에 관한 연구)

  • Lee, Jun-Heon;Kim, Bum-Soo;Kim, Kwan-Ju
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2011.10a
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    • pp.92-95
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    • 2011
  • The walls of modern train cars are required to have higher transmission loss since modern train have had high speed and light weight. The method based on Reverberation Chamber like KS F 2808 could be used to measure transmission loss. However, this method has difficulty in that constrained Standard of it requires extremely large facilities. Recently, the method based on Scale Reverberation Chamber is used as an alternative to Reverberation Chamber. The method of Scale Reverberation Chamber is known to be small and economical but it provides standing wave that directly influences measurement error. Therefore, this research is focus on predicting standing waves based on method of FFM and reducing measurement error by changing shape of chamber.

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A Stlidy on the Mirror Surface F~n~shinSgy stem using Micro Abraslve Film (마이크로 필름을 이용한 경면가공 시스템에 관한 연구)

  • 김기수;남궁석
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1994.10a
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    • pp.273-278
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    • 1994
  • The surface finishing systems using the micro abrasive film were designed and manufactured to make the mirror surface of the cylindrical workpiece. An experimental study of surface finishing was carried out to investigate the performance of mirror surface finishing system. The surface roughness of stainless steel was about Rmax 0.2~0.25 .mu.m, Ra 0.02~0.04 .mu.m in abrasive grain size 12, 9 .mu.m. the surface roughness of chrome coated workpiece was about Rmax 0.07~ 0.11 .mu. m, Ra 0.01 in abrasive grain size 3 .mu. m. Also, to measure the mirror finishing time by mirror surface finishing system, the experiment was carried out on the chrome coated and ground roller of diameter 76mm and length 650mm. The finishing time and surface roughness were 40min and Rmax 0.1~0.13 .mu.m, Ra 0.01 .mu.m.

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