• Title/Summary/Keyword: 모델재

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ART 에어로졸 재부유실험 데이터를 이용한 재부유모델의 평가

  • 박재우
    • Proceedings of the Korean Nuclear Society Conference
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    • 1997.10a
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    • pp.790-797
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    • 1997
  • 에어로졸 재부유현상은 중대사고 방사선원항 평가에서 그 중요성이 인식되고 있으나 거의 모든 사고해석 코드에서 다루어지지 않고 있다. 따라서 본 연구는 지금까지 제시된 몇가지 유형의 에어로졸 재부유모델을 ORNL에서 실시된 에어로졸 재부유실험 데이터를 이용하여 정확도와 중대사고 해석코드에 적용가능성을 분석하였다. 본 연구에서 고려한 모델은 시간의 멱승함수와 지수함수형으로 표시된 모델들이다. 본 연구에서 분석한 바에 의하면 두 유형에 속하는 대부분의 모델이 재부유량뿐만 아니라 재부유율을 계산하는 데서 실험데이터와 상당한 편차를 보여 현재의 형태로 중대사고 해석 코드에 접목하는 데는 문제가 있는 것으로 분석되었다. 그러나 보다 광범위한 실험데이터를 통한 보완이 이루어진다면 모델식 자체의 간편함으로 접목이 용이할 것이다.

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A Reranking Model for Korean Morphological Analysis Based on Sequence-to-Sequence Model (Sequence-to-Sequence 모델 기반으로 한 한국어 형태소 분석의 재순위화 모델)

  • Choi, Yong-Seok;Lee, Kong Joo
    • KIPS Transactions on Software and Data Engineering
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    • v.7 no.4
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    • pp.121-128
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    • 2018
  • A Korean morphological analyzer adopts sequence-to-sequence (seq2seq) model, which can generate an output sequence of different length from an input. In general, a seq2seq based Korean morphological analyzer takes a syllable-unit based sequence as an input, and output a syllable-unit based sequence. Syllable-based morphological analysis has the advantage that unknown words can be easily handled, but has the disadvantages that morpheme-based information is ignored. In this paper, we propose a reranking model as a post-processor of seq2seq model that can improve the accuracy of morphological analysis. The seq2seq based morphological analyzer can generate K results by using a beam-search method. The reranking model exploits morpheme-unit embedding information as well as n-gram of morphemes in order to reorder K results. The experimental results show that the reranking model can improve 1.17% F1 score comparing with the original seq2seq model.

Design of Component Version Management using Reuse Business Model (재사용 비즈니스 모델을 이용한 컴포넌트 버전 관리 설계)

  • Kim, Young-Sun;Oh, Sang-Yeob;Jang, Deog-Chul
    • The KIPS Transactions:PartD
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    • v.10D no.1
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    • pp.67-76
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    • 2003
  • The reuse of software is to use the components of software to be made beforehand to improve the productivity of it. The development of electronic commerce requires it which can be shown from changing the change of business models Reuse is the necessary solution to cope with a rapid change in the electronic commercial transaction. These reuse business models have the defects that they are not offered from version management. This paper has the purpose that by doing the supplementation of defects not to be offered from the version management and by introducing the quick change management about reuse business models, reusing the components and saving a development and reducing a development af period. The reuse of components by the new reuse business models has the advantages to minimize the danger elements from the design to the finish. We use the version management and try to present the method to make the efficiency of reuse by introducing components and managing the elements about components to the version in the technique to accomplish the reuse of software.

A Crack Detection of Wooden Cultural Assets using EfficientNet model (EfficientNet 모델을 사용한 목조 문화재의 크랙 감지)

  • Kang, Jaeyong;Kim, Inki;Lim, Hyunseok;Gwak, Jeonghwan
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2021.07a
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    • pp.125-127
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    • 2021
  • 본 논문에서는 목조 문화재의 변위 현상 중 하나인 크랙 현상을 감지할 수 있는 EfficientNet 기반 모델을 제안한다. 우선 사전 학습된 EfficientNet모델을 통해 학습 이미지로부터 심층 특징을 추출하고 크랙이 존재하는지 아닌지에 대해 분류하기 위한 완전 연결 신경망을 학습한다. 그런 다음 새로운 목조 문화재 이미지가 들어왔을 때 학습한 모델을 통해서 크랙이 존재하는지에 대해 최종적으로 판별하게 된다. 데이터 셋으로는 충주시 근처의 문화재에 방문해서 수집한 목조 이미지를 가지고 정상 및 비정상으로 구분한 데이터 셋을 사용하였다. 실험 결과 EfficientNet을 사용한 딥 러닝 기반 모델이 다른 사전 학습된 합성 곱 신경망 모델보다 더 좋은 성능을 나타냄을 확인하였다. 이러한 결과로부터 우리가 제안한 방법이 목재 문화재에서의 크랙 검출에 있어서 적합함을 보여준다.

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Separation of Concerns Security Model of Component using Grey Box (그레이박스를 사용한 컴포넌트의 관심사 분리 보안 모델)

  • Kim, Young-Soo;Jo, Sun-Goo
    • Journal of the Korea Society of Computer and Information
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    • v.13 no.5
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    • pp.163-170
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    • 2008
  • As the degree of dependency and application of component increases, the need to strengthen security of component is also increased as well. The component gives an advantage to improve development productivity through its reusable software. Even with this advantage, vulnerability of component security limits its reuse. When the security level of a component is raised in order to improve this problem, the most problematic issue will be that it may extend its limitation on reusability. Therefore, a component model concerning its reusability and security at the same time should be supplied. We suggest a Separation of Concerns Security Model for Extension of Component Reuse which is integrated with a wrapper model and an aspect model and combined with a reuse model in order to extend its security and reusability by supplying information hiding and easy modification, and an appropriate application system to verify the model's compatibility is even constructed. This application model gives the extension of component function and easy modification through the separation of conceits, and it raise its security as doll as extends its reusability.

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A Study on Prediction of Effective Seebeck Coefficient of Thermoelectric Composites Using Modified Eshelby Model (수정된 에쉘비 모델을 이용한 열전 복합재의 등가지벡계수 예측에 대한 연구)

  • Lee, Jae-Kon
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.37 no.8
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    • pp.961-966
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    • 2013
  • A coupled governing equation of thermoelectric materials can be converted into an uncoupled form to predict the effective Seebeck coefficient of thermoelectric composites, where modified Eshelby model is adopted. The predicted results by the present approach for serial- and parallel-connected composites and composite with spherical inclusions are compared with theoretical and experimental results from literatures to be justified. It is shown that the predictions by the theoretical approaches coincide exactly and show in good agreement with the experiments.

Comparative Accuracy of Terrestrial LiDAR and Unmanned Aerial Vehicles for 3D Modeling of Cultural Properties (문화재 3차원 모델링을 위한 지상 LiDAR와 UAV 정확도 비교 연구)

  • Lee, Ho-Jin;Cho, Gi-Sung
    • Journal of Cadastre & Land InformatiX
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    • v.47 no.1
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    • pp.179-190
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    • 2017
  • A terrestrial LiDAR survey was conducted and unmanned aerial vehicle(UAV) images were taken for target cultural properties to present the utilization measures of terrestrial LiDAR and UAV in three-dimensional modeling of cultural properties for the identification of the status and restoration of cultural properties. Then the accuracy of the point clouds generated through this process was compared, an overlap analysis of the 3D model was conducted, and a convergence model was created. According to the results, the modeling with terrestrial LiDAR is more appropriate for precise survey because 3D modeling for the detection of displacement and deformation of cultural properties requires an accuracy of mm units. And UAV model has limitation as the impossibility of detailed expression of parts with sharp unevenness such as cracks of bricks. However, it is found that the UAV model has a wide range of modeling and has the advantage of modeling of real cultural properties. Finally, the convergence model created in this study using the advantages of the terrestrial LiDAR model and the UAV model could be efficiently utilized for the basic data development of cultural properties.

Prediction of Effective Thermal Conductivity of Composites with Coated Short Fibers of Different Aspect Ratios Using Hybrid Model (하이브리드모델을 이용한 장단비가 다른 코팅된 단섬유를 갖는 복합재의 등가열전도계수 예측)

  • Lee, Jae-Kon;Kim, Jin-Gon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.14 no.6
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    • pp.2618-2623
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    • 2013
  • A hybrid model is proposed to easily predict the effective thermal conductivity of composites with aligned- and coated-short fibers, whose aspect ratio is not constant. The thermal conductivities of coated fillers are computed by using the generalized self-consistent model, resulting in that composites are simply simulated by the matrix with the equivalent short fibers. Finally, the thermal conductivity of the composites is predicted using the modified Eshelby model. The predicted results by the representative models and hybrid model are compared for the composite with aligned- and coated-short fibers of single aspect ratio. It is demonstrated that the hybrid model can be applied to the composite with aligned- and short-fibers of aspect ratios, 2 and 10, without any difficulties.

Queuing Analysis Model for the SR-ARQ Protocol with a Finite Retransmission Persistence (제한된 재전송 횟수를 지원하는 SR-ARQ 프로토콜의 큐잉 지연 분석 모델)

  • Han, Je-Chan;Kim, Beom-Joon;Lee, Jai-Yong
    • The KIPS Transactions:PartC
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    • v.15C no.6
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    • pp.523-530
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    • 2008
  • In this paper, we analyze the mean queuing delay of selective-repeat automatic repeat request (SR-ARQ) protocol with the finite retransmission persistence. The retransmission persistence means the willingness of the protocol to retransmit a lost (or corrupted) packet to ensure reliable packet delivery across a lossy link. According to the retransmission persistence, SR-ARQ protocols have a different performance in terms of both packet delay and link reliability. So far, however, there is no serious study in the effect of the retransmission persistence on the SR-ARQ performance. We present a simple M/G/1 queuing model for the SR-ARQ protocol with the finite retransmission persistence by using the ideal SR-ARQ approximation. The mean queuing delay is obtained from the queuing model and verified its accuracy through the simulation results using the OPNET simulator. Both the analytical predictions and simulation results clearly show the effect of retransmission persistence on the queuing delay of the SR-ARQ protocol in various network conditions: packet loss rate and traffic condition over a wireless link.

컴포넌트 기반 시스템에서의 소프트웨어 재사용성 모델

  • 정도균;이남용
    • Proceedings of the CALSEC Conference
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    • 2002.01a
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    • pp.484-489
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    • 2002
  • 컴포넌트 기반의 시스템 개발에서의 SW 재 사용성 측정을 위한 접근방법에 대해 논의 컴포넌트 개발 및 컴포넌트 기반 개발에 있어서의 재사용성 개념모델을 제안 컴포넌트 개발 및 컴포넌트 기반 개발과 관련된 생명주기 초기단계에서의 SW 재사용과 관련된 가능성을 제시(중략)

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