• Journal of Information Processing Systems
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• 제19권6호
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• pp.858-869
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• 2023

As one of the pivotal techniques of image restoration, single-channel blind source separation (SCBSS) is capable of converting a visual-only image into multi-source images. However, image degradation often results from multiple mixing methods. Therefore, this paper introduces an innovative SCBSS algorithm to effectively separate source images from a composite image in various mixed modes. The cornerstone of this approach is a novel triple generative adversarial network (TriGAN), designed based on dual learning principles. The TriGAN redefines the discriminator's function to optimize the separation process. Extensive experiments have demonstrated the algorithm's capability to distinctly separate source images from a composite image in diverse mixed modes and to facilitate effective image restoration. The effectiveness of the proposed method is quantitatively supported by achieving an average peak signal-to-noise ratio exceeding 30 dB, and the average structural similarity index surpassing 0.95 across multiple datasets.

• 환경생물
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• 제39권3호
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• pp.273-288
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• 2021

상사호에서 순천만까지 짧은 수역 특성을 나타내는 이사천 수계(Isa Stream systems)의 수질 환경 및 식물플랑크톤 군집의 시·공간 분포 특성을 분석하였다. 결과, 상사호는 상대적으로 빈영양 및 중영양 조건을 나타내지만, 순천만에 이루는 담수역과 기수역은 축산폐수 등 산업폐수의 영향으로 상사호 및 해수역보다 극심한 부영양상태를 나타내었다. 식물플랑크톤 군집은 상사호와 순천만보다 담수역 및 기수역에서 출현 종수가 높았지만, 현존량 및 엽록소 a 농도는 상사호와 해수역에서 상대적으로 높게 나타났다. 특히 봄과 여름 상사호는 중영양종인 Fragilaria crotonensis와 Asterionella formosa가 표층과 저층에서 서로 다른 우점 현상을 보이는 것으로 댐 하류의 담수역과 기수역에서는 A. formosa에 의한 영향이 크게 나타났다. 그러나 가을과 겨울은 기수역에서 해수역까지 부영양화 지표종인 Skeletonema costatum-ls가 극우점하였다. 즉 이사천 수계의 급격한 환경변화는 순천만 연안생태계 구조를 심각하게 훼손시킬 수 있을 것으로 판단되었다. 급격한 연안생태계 변화는 한국 제1호 람사르습지인 순천만 및 순천 생물권보전지역 및 최대 꼬막 산지인 여자만의 효율적 이용과 관리, 그리고 보전이라는 측면에서 매우 위협적인 내용이기에, 더욱 심층적인 관리방안 도출이 요구된다고 할 수 있다.

• 경영정보학연구
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• 제24권1호
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• pp.59-87
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• 2022

OTT(Over-the-top Media) 서비스는 근래 동영상 콘텐츠를 소비하는 새로운 수단이 되었다. OTT 시장이 성장하며 사업자들 간의 경쟁이 치열해졌지만, 사용자의 지속적인 OTT 서비스 구독 요인을 발굴하고 이론적 모델에 적용한 체계적 연구는 부족한 실정이다. 본 연구에서는 발달적 순차 혼합 연구 방법을 통해 질적 요인을 발굴한 후, 그것이 구독 후 경험 및 지속적 구독 의도에 미치는 영향을 본다. 질적 요인을 찾는 단계에서는 OTT 사용자의 구독 지속 의도에 중요하게 영향을 미치는 6개의 요인을 도출하였다. 이를 바탕으로 OTT의 질적 요인 3가지를 ISSM(정보시스템성공모델, Information Systems Success Model)에 적용하여 가설 및 연구 모델을 수립하였다. 연구 모델의 검증을 위해서 한국의 OTT 사용자 226명을 대상으로 서베이를 실시하였으며, 데이터는 구조방정식 모델링(SEM)을 사용하여 분석했다. 분석 결과 콘텐츠의 질이 인지된 즐거움 및 만족에 영향을 미치는 핵심 요인임을 발견했다. 서비스의 질은 인지된 즐거움에 영향을 미쳤으며, 인지된 즐거움은 지속적 사용 의도에 순차적으로 영향을 미쳤다. 시스템의 질은 만족에 직접적 영향을 미쳤다. 본 연구는 질적 연구를 통해 도출한 사용자의 경험 관련 요인을 ISSM에 응용해, OTT라는 정보시스템의 이해를 풍부하게 하는 시사점을 가진다. 이러한 시사점을 OTT 사용자의 경험 및 지속적 구독 의도 향상을 위해 사업자들이 활용할 수 있으리라 기대한다.

• Asia pacific journal of information systems
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• 제12권1호
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• pp.17-44
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• 2002

This study is to propose a framework for analyzing the role of information systems in organizations, and to make an overture it's applicability for empirical studies to be performed in the future. To accomplish these purposes, this study identified major dimensions which can explain the introduction of various applications based on the interviews with IS staffs of a domestic car manufacturing firm, and reviewed the past researches which discussed the roles of information systems regarding those dimensions. From this mixed approach, this study defined the research dimensions to analyze the role of information systems, which are consisted of the purpose of information processing and the scope of information processing. And then, this study performed the longitudinal case study to analyze the role of information systems in organizational growth based on the framework.

• 한국환경과학회지
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• 제16권8호
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• pp.907-912
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• 2007

Ion exchange resin was used to remove silica ion at ultralow concentration. The effects of temperature, type of ion exchange resin and single/mixed-resin systems on removal efficiency were estimated. As temperature increased, the slope of concentration profile became stiff, and the equilibrium concentration was higher. In the single resin system, the removal of silica was continued up to 400 min, but the silica concentration was recovered to initial concentration after 400 min due to the effect of dissolved $CO_2$. In the mixed-resin system it took about 600 min to reach equilibrium. Because of faster cation exchange reaction than anion exchange reaction, the effect of $CO_2$ could be removed. Based on the experimental results carried out in the mixed-resin system, the selectivity coefficients of silica ion for each ion exchange resin were calculated at some specific temperatures. The temperature dependency of the selectivity coefficient was expressed by the equation of Kraus-Raridon type.

• Structural Engineering and Mechanics
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• 제56권4호
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• pp.589-603
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• 2015

The mixed-mode stress intensity factors of 2-D angled cracks are evaluated by Petrov-Galerkin natural element (PG-NE) method in which Voronoi polygon-based Laplace interpolation functions and CS-FE basis functions are used for the trial and test functions respectively. The interaction integral is implemented in a frame of PG-NE method in which the weighting function defined over a crack-tip integral domain is interpolated by Laplace interpolation functions. Two Cartesian coordinate systems are employed and the displacement, strains and stresses which are solved in the grid-oriented coordinate system are transformed to the other coordinate system aligned to the angled crack. The present method is validated through the numerical experiments with the angled edge and center cracks, and the numerical accuracy is examined with respect to the grid density, crack length and angle. Also, the stress intensity factors obtained by the present method are compared with other numerical methods and the exact solution. It is observed from the numerical results that the present method successfully and accurately evaluates the mixed-mode stress intensity factors of 2-D angled cracks for various crack lengths and crack angles.

• KIEAE Journal
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• 제15권2호
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• pp.87-94
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• 2015

Purpose: Lately, The mixed use development on railroad site came up in government policy about securing development available land for public rental housing and social cohesion. The Purpose of this study is to analyze the spatial composition characteristic in housing development example of domestic and foreign through the mixed-use development of railway depot. Method: Site cases are as follows: Shimura Depot(Japan), Kowloon Bay Depot(Hongkong), Chai Wan Depot (Hongkong), Tsuen Wan Depot(Hongkong), Montparnasse Station(France), Euralille Depot(France), Sin Jeong Depot (Korea), Tai Wai Depot(Hongkong), Tseung Kwan O Depot(Hongkong) and Rive Gauche(France). Railway Depot caused various problems such as the lacking of the feeling of solidarity of local inhabitants and the sense of community. In the case of Hong Kong and a France development example to solve these problems, the architectural characteristics appears. Result: At first it is located facilities together such as commerce, duties, the culture. Further, the publicity of the house place is strengthened because an open space, a park are developed on the railroad site. And a variety of connection systems appear between the outside space with a house housing complex built on the artificial ground. Particularly, the development example has an approach and convenience, and it was confirmed that publicness was considerably high.

• Journal of applied mathematics & informatics
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• 제29권1_2호
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• pp.227-245
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• 2011

In this paper, we introduce a new iterative method for finding a common element of the set of solutions for mixed equilibrium problem, the set of solutions of the variational inequality for a ${\beta}$inverse-strongly monotone mapping and the set of fixed points of a family of finitely nonexpansive mappings in a real Hilbert space by using the viscosity and Ces$\`{a}$ro mean approximation method. We prove that the sequence converges strongly to a common element of the above three sets under some mind conditions. Our results improve and extend the corresponding results of Kumam and Katchang [A viscosity of extragradient approximation method for finding equilibrium problems, variational inequalities and fixed point problems for nonexpansive mapping, Nonlinear Analysis: Hybrid Systems, 3(2009), 475-86], Peng and Yao [Strong convergence theorems of iterative scheme based on the extragradient method for mixed equilibrium problems and fixed point problems, Mathematical and Computer Modelling, 49(2009), 1816-828], Shimizu and Takahashi [Strong convergence to common fixed points of families of nonexpansive mappings, Journal of Mathematical Analysis and Applications, 211(1) (1997), 71-83] and some authors.

• 한국식품과학회지
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• 제22권6호
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• pp.696-699
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• 1990

쌀을 기질로 하여 고오지 곰팡이와 Saccharomyces cerevisiae를 함께 동시 접종하여 혼합 배양에 의한 동시 당화발효를 시도하였다. Aspergillus awamori, A. kawachii, A. niger, A. oryzae 및 A. shirousamii를 각각 S. cerevisiae와 혼합배양하였을 때 A. shirousamii와의 혼합배양에서 가장 높은 주정생산량을 보였다. 이 때의 가수량은 쌀 50g에 대하여 150ml 이었다. 곰팡이와 효모는 각각 $5{\times}10^2\;conidia/ml$ 및 $5{\times}10^6\;cells/ml$로 접종한 경우에, 용적에 대한 표면적의 비는 0.1에서 그리고 초기 pH6.5 및 $30^{\circ}C$의 배양조건에서 10일 동안 발효시 최고 12.9%의 주정이 생산되었다.

• International Journal of Fluid Machinery and Systems
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• 제4권1호
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• pp.14-24
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• 2011

In this paper, design optimization for mixed-flow pump impellers and diffusers has been studied using a commercial computational fluid dynamics (CFD) code and DOE (design of experiments). We also discussed how to improve the performance of the mixed-flow pump by designing the impeller and diffuser. Geometric design variables were defined by the vane plane development, which indicates the blade-angle distributions and length of the impeller and diffusers. The vane plane development was controlled using the blade-angle in a fixed meridional shape. First, the design optimization of the defined impeller geometric variables was achieved, and then the flow characteristics were analyzed in the point of incidence angle at the diffuser leading edge for the optimized impeller. Next, design optimizations of the defined diffuser shape variables were performed. The importance of the geometric design variables was analyzed using $2^k$ factorial designs, and the design optimization of the geometric variables was determined using the response surface method (RSM). The objective functions were defined as the total head and the total efficiency at the design flow rate. Based on the comparison of CFD results between the optimized pump and base design models, the reason for the performance improvement was discussed.