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Data-Adaptive ECOC for Multicategory Classification

  • Seok, Kyung-Ha
    • Journal of the Korean Data and Information Science Society
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    • v.19 no.1
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    • pp.25-36
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    • 2008
  • Error Correcting Output Codes (ECOC) can improve generalization performance when applied to multicategory classification problem. In this study we propose a new criterion to select hyperparameters included in ECOC scheme. Instead of margins of a data we propose to use the probability of misclassification error since it makes the criterion simple. Using this we obtain an upper bound of leave-one-out error of OVA(one vs all) method. Our experiments from real and synthetic data indicate that the bound leads to good estimates of parameters.

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중국에서의 전력기기에 대한 진단 기술

  • Yan, Z.
    • 전기의세계
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    • v.45 no.4
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    • pp.36-39
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    • 1996
  • 1949년 이후, 중국에서의 전력사업은 급속히 증가하였으며, 1949년부터 1994년까지의 에너지 생산의 연평균성장률과 기존에 장치용량은 각각 12.68%와 10.97%이다. 하지만 중국의 많은 인구와 발전중인 산업의 엄청난 수요로 인하여 전기에너지의 부족은 여전히 중국의 가장 심각한 문제이다. 그래서, 서부에서 동부로 전력에너지를 전송하기 위해서도 더욱더 고압의 AC와 DC 전송 system 채택이 적절하다. 최근까지는 많은 500kV AC 계통과 하나의 .+-.500kV DC link를 운영하였다. 다른 한편으로는, 설치된 전력기기의 안전운전을 어떻게 보장 할 것인가가 또 다른 중요한 문제이다. 그러므로, 절연진단이 온 나라이 전력설비에 더 많은 관심이 기울어지고 있다.

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GPS by using sailor management system (GPS 를 이용한 선원 관리 시스템)

  • Joo, Jae-Hyung;Seo, Soo-Gyung;Ha, Yun-Su
    • Proceedings of the Korean Society of Marine Engineers Conference
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    • 2011.06a
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    • pp.285-285
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    • 2011
  • This project can know realtime localization, sea weather and so on. also send information and message for work efficiency. in the case of an emergency like fall into the water or absent without leave, let the other sailer positions will allow for a quick response. so this system can be great help to emergency responders will be able to play a major role.

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ESTIMATES IN EXIT PROBABILITY FOR SOLUTIONS OF NUCLEAR SPACE-VALUED SDE

  • Cho, Nhan-Sook
    • Bulletin of the Korean Mathematical Society
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    • v.38 no.1
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    • pp.129-136
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    • 2001
  • We consider a solution process of stochastic differential equation(SDE) driven by S'($R^d$)-valued Wiener process and study a large deviation type of estimates for the process. We get an upper bound in exit probability for such a process to leave a ball of radius $\tau$ before a finite time t. We apply the Ito formula to the SDE under the structure of nuclear space.

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LOCALIZATION AND MULTIPLICATION OF DISTRIBUTIONS

  • Richards, Ian;Youn, Hee-Kyung K.
    • Journal of the Korean Mathematical Society
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    • v.37 no.3
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    • pp.371-389
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    • 2000
  • Working within classical distribution theory, we develop notions of multiplication and convolution for tempered distributions which are general enough to encompass the classical cases -such as pointwise multiplication of continuous functions or the convolution of $L^1$ functions- which most textbook treatments of distribution theory leave out. Pains are taken to develop a theory which satisfies the commutative and asociative laws.

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THE BICEPS : TREATMENT AND CONTROVERSIES

  • Rhee Yong Girl
    • The Academic Congress of Korean Shoulder and Elbow Society
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    • 2001.03a
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    • pp.123-128
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    • 2001
  • in young, active, strenuous patients $\blacksquare$ stabilization for unstable SLAP lesion $\blacksquare$ tenodesis for ruptured biceps tendon above the groove $\blacksquare$ repair for ruptured biceps tendon below the groove $\blacksquare$ relocation for biceps instability in old, inactive patients $\blacksquare$ no need stabilization for unstable SLAP lesion $\blacksquare$ debride/tenotomy for partial ruptured biceps tendon $\blacksquare$ leave alone/trimming of stump for complete ruptured biceps tendon $\blacksquare$ tenodesis/in-site fixation for biceps instability

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Natural Scenery and Caves of Huanren in Northeastern China

  • Soh, Dea-Wha
    • Journal of the Speleological Society of Korea
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    • no.69
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    • pp.1-7
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    • 2005
  • The mountains and rivers in Guilin are famous for their beauty; the pines and rocks on Huangshan Mountains are well known for their magnificence. And now, another famous scenic zone that shall be one of the wonders of the world located in remote area of Northeast of China appears quietly, and it attracts lots of tourists and makes them reluctant to leave. That is Huanren, a Manchu county, which is famous as miraculous place.

Magnetism in the Layered Structure Compound (C_18H_37NH_3)_2 MNCL_4

  • Lee, K. W.;Lee, C. H.;C. Rhee;Lee, Cheol-Eui;J. K. Kang;Lee, K.-S.
    • Journal of Magnetics
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    • v.2 no.4
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    • pp.126-129
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    • 1997
  • We have studied magnetostructural phase transitions in the perovskite-type layered structure compound (C18H37NH3)2 MnCl4 by means of electron paramagnetic resonance (EPR) and superconducting quantum interference device (SQUID) measurements. Distinct slopes were observed in the linear temperature dependences of the Mn++ EPR linewidth in the low and high temperature phases. Besides, linewidth anomalies at the transition temperatures sensitively reflect the magnetic changes arising from the MnCl6 octahedra.

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On the Invariance of Primitive Ideals via φ-derivations on Banach Algebras

  • Jung, Yong-Soo
    • Kyungpook Mathematical Journal
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    • v.53 no.4
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    • pp.497-505
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    • 2013
  • The noncommutative Singer-Wermer conjecture states that every derivation on a Banach algebra (possibly noncommutative) leaves primitive ideals of the algebra invariant. This conjecture is still an open question for more than thirty years. In this note, we approach this question via some sufficient conditions for the separating ideal of ${\phi}$-derivations to be nilpotent. Moreover, we show that the spectral boundedness of ${\phi}$-derivations implies that they leave each primitive ideal of Banach algebras invariant.