• 제목/요약/키워드: Transforming approach

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비분배적 계층구조 스키마의 분배적 계층구조 스키마로의 변환 (Transforming Non-distributive Hierarchy Schemas into the Distributive Hierarchy Schema)

  • 오미화;최인수
    • 한국컴퓨터정보학회논문지
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    • 제16권11호
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    • pp.233-244
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    • 2011
  • 현 OLAP 체제에서는 모든 계층구조 스키마가 분배적으로 되는 경우에만 제대로 구현되며, 실세계에서 생길 수 있는 여러 비분배적 계층구조 스키마의 경우는 구현 불가능하다. 이전 연구에서는 집성에 있어서 현실적으로 발생 할 수 있는 모든 계층구조 스키마를 하나의 분배적 계층구조와 일곱 개의 비분배적 계층구조 스키마로 분류한 바있다. 본 연구에서는 이러한 일곱 개의 비분배적 계층구조 스키마를 분배적 계층구조 스키마로 변환시키는 기법을 제안하고 있다. 우선적으로 복잡한 비분배적 계층구조 스키마를 더 단순한 계층구조 스키마로 분할시킨 다음, 이를 분배적 계층구조 스키마로 변환시키는 것이 이 기법의 특징이다. 따라서 이 기법은실세계에서 일어날 수 있는복잡한 계층구조 스키마를 현 OLAP 체제에서 구현 가능하게끔 해준다고 볼 수 있다. 본 연구에서 제안하는 방법은 구현의 관점과 스키마 설계의 관점에서 볼 때에 유용한 방법이 되리라 생각한다.

FUZZY 할당모형 및 공격항공기의 표적 할당 문제에 대한 응용 (A Fuzzy Allocation Model and Its Application to Attacker Assignment Problem)

  • 윤석준;고순주
    • 한국국방경영분석학회지
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    • 제18권1호
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    • pp.47-60
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    • 1992
  • A class of allocation problems can be modeled in a linear programming formulation. But in reality, the coefficient of both the cost and constraint equations can not be generally determined by crisp numbers due to the imprecision or fuzziness in the related parameters. To account for this. a fuzzy version is considered and solved by transforming to a conventional non-linear programming model. This gives a solution as well as the degree that the solution satisfies the objective and constraints simultaneously and hence will be very useful to a decision maker. An attacker assignment problem for multiple fired targets has been modeled by a linear programming formulation by Lemus and David. in which the objective is to minimize the cost that might occur on attacker's losses during the mission. A fuzzy version of the model is formulated and solved by transforming it to a conventional nonlinear programming formulation following the Tanaka's approach. It is also expected that the fuzzy approach will have wide applicability in general allocation problems

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감성공학을 이용한 미래지향적 신제품개발에 관한 연구 (A kansei engineering method to convert subjective customer requirements into product design functions)

  • 이순요;권규식
    • 대한인간공학회지
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    • 제12권2호
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    • pp.29-43
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    • 1993
  • This paper presents a conceptual approach to convert customer requirements expressed in ordinary language into a form of qualitative and quantitative functions for developing new products. This approach attempts to combine the concepts of the value engineering and the Kansei engineering. It emphasizes that customer require- ments should be interpreted and reflected on the design of new product. Specific are discussed for extracting subjective requirements and transforming them into qualitative and quantitative functions for product design. This approach is expected to provide the product designer with a systematic efficient tool for incorporating subjective requirements into a product design.

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Dimension reduction for right-censored survival regression: transformation approach

  • Yoo, Jae Keun;Kim, Sung-Jin;Seo, Bi-Seul;Shin, Hyejung;Sim, Su-Ah
    • Communications for Statistical Applications and Methods
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    • 제23권3호
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    • pp.259-268
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    • 2016
  • High-dimensional survival data with large numbers of predictors has become more common. The analysis of such data can be facilitated if the dimensions of predictors are adequately reduced. Recent studies show that a method called sliced inverse regression (SIR) is an effective dimension reduction tool in high-dimensional survival regression. However, it faces incapability in implementation due to a double categorization procedure. This problem can be overcome in the right-censoring type by transforming the observed survival time and censoring status into a single variable. This provides more flexibility in the categorization, so the applicability of SIR can be enhanced. Numerical studies show that the proposed transforming approach is equally good to (or even better) than the usual SIR application in both balanced and highly-unbalanced censoring status. The real data example also confirms its practical usefulness, so the proposed approach should be an effective and valuable addition to usual statistical practitioners.

EIGENVALUE APPROACH FOR UNSTEADY FRICTION WATER HAMMER MODEL

  • Jung Bong Seog;Karney Bryan W.
    • Water Engineering Research
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    • 제5권4호
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    • pp.177-183
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    • 2004
  • This paper introduces an eigenvalue method of transforming the hyperbolic partial differential equations of a particular unsteady friction water hammer model into characteristic form. This method is based on the solution of the corresponding one-dimensional Riemann problem that transforms hyperbolic quasi-linear equations into ordinary differential equations along the characteristic directions, which in this case arises as the eigenvalues of the system. A mathematical justification and generalization of the eigenvalues method is provided and this approach is compared to the traditional characteristic method.

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A complementary approach to strategic information systems planning

  • Han, Jaemin;Shin, Young-J.;Yang, Jeong-Sik
    • 한국경영과학회:학술대회논문집
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    • 대한산업공학회/한국경영과학회 1990년도 춘계공동학술대회논문집; 한국과학기술원; 28 Apr. 1990
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    • pp.61-70
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    • 1990
  • The information revolution is sweeping through the global economy. The strategic significance of the information and information technology have been some what underestimated. Now they are transforming the structure of competition. Information technology must be applied to improve and sustain an organization's competitive advantage. The successful implementation of information technology is dependent on the effectiveness of information systems planning. However, the selection of the right methodology still remains a open question. This paper describes the existing methodologies for information system planning. A complementary approach to strategic information systems planning, which was developed for a steel company, is suggested. The approach attempts to combine Business Systems Planning of IBM and Critical Success Factors Analysis for effective information systems planning. Although this approach is in the experimental stage it looks to be of benefit to large organizations which require information planning for managerial level.

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The Application of a Genetic Algorithm with a Chromosome Limites Life for the Distribution System Loss Minimization Re-Configuration Problem

  • 최대섭
    • 조명전기설비학회논문지
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    • 제21권1호
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    • pp.111-117
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    • 2007
  • This paper presents a new approach to evaluate reliability indices of electric distribution systems using genetic Algorithm (GA). The use of reliability evaluation is an important aspect of distribution system planning and operation to adjust the reliability level of each area. In this paper, the reliability model is based on the optimal load transforming problem to minimize load generated load point outage in each sub-section. This approach is one of the most difficult procedures and become combination problems. A new approach using GA was developed for this problem. GA is a general purpose optimization technique based on principles inspired from the biological evolution using metaphors of mechanisms such as natural selection, genetic recombination and survival of the fittest. Test results for the model system with 24 nodes 29 branches are reported in the paper.

생성형 AI 기반 초기설계단계 외관디자인 시각화 접근방안 - 건축가 스타일 추가학습 모델 활용을 바탕으로 - (Generative AI-based Exterior Building Design Visualization Approach in the Early Design Stage - Leveraging Architects' Style-trained Models -)

  • 유영진;이진국
    • 한국BIM학회 논문집
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    • 제14권2호
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    • pp.13-24
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    • 2024
  • This research suggests a novel visualization approach utilizing Generative AI to render photorealistic architectural alternatives images in the early design phase. Photorealistic rendering intuitively describes alternatives and facilitates clear communication between stakeholders. Nevertheless, the conventional rendering process, utilizing 3D modelling and rendering engines, demands sophisticate model and processing time. In this context, the paper suggests a rendering approach employing the text-to-image method aimed at generating a broader range of intuitive and relevant reference images. Additionally, it employs an Text-to-Image method focused on producing a diverse array of alternatives reflecting architects' styles when visualizing the exteriors of residential buildings from the mass model images. To achieve this, fine-tuning for architects' styles was conducted using the Low-Rank Adaptation (LoRA) method. This approach, supported by fine-tuned models, allows not only single style-applied alternatives, but also the fusion of two or more styles to generate new alternatives. Using the proposed approach, we generated more than 15,000 meaningful images, with each image taking only about 5 seconds to produce. This demonstrates that the Generative AI-based visualization approach significantly reduces the labour and time required in conventional visualization processes, holding significant potential for transforming abstract ideas into tangible images, even in the early stages of design.

랜덤 디지탈 신호를 사용한 통신 시스템의 비선형 왜곡 추정 (Estimation of Nonlinear Distortion in Communication Systems Using Random Digital Signals)

  • 손주신;조용수
    • 한국통신학회논문지
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    • 제19권4호
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    • pp.660-668
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    • 1994
  • 본 논문에서는 디지털 통신 시스템에서 비선형 왜곡(2차 고조파, 2차 상호변조 ,3차 고조파, 3차 상호변조)을 추정하는 새로운 방법을 제안한다. 구하고자 하는 주파수 대역에 대해 정현파 발생기와 여파기의 주파수들을 변화시키며 같은 실험을 반복하며 비선형 왜곡을 측정하는 정현파 방식에 비하여 제안된 방식은 송신된 디지털 신호를 입력으로 시간영역에서 비선형 채널의 파라메터들을 적응적으로 추정한다. 추정된 파라메터들을 주파수 영역으로 변환함으로써 채널의 비선형 왜곡이 온라인으로 추정된다. 모의 실험을 통해 기존의 정현파 입력 방식과 제안된 방식에 대해 비교한다.

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An Empirical Characteristic Function Approach to Selecting a Transformation to Normality

  • Yeo, In-Kwon;Johnson, Richard A.;Deng, XinWei
    • Communications for Statistical Applications and Methods
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    • 제21권3호
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    • pp.213-224
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    • 2014
  • In this paper, we study the problem of transforming to normality. We propose to estimate the transformation parameter by minimizing a weighted squared distance between the empirical characteristic function of transformed data and the characteristic function of the normal distribution. Our approach also allows for other symmetric target characteristic functions. Asymptotics are established for a random sample selected from an unknown distribution. The proofs show that the weight function $t^{-2}$ needs to be modified to have thinner tails. We also propose the method to compute the influence function for M-equation taking the form of U-statistics. The influence function calculations and a small Monte Carlo simulation show that our estimates are less sensitive to a few outliers than the maximum likelihood estimates.