• KSII Transactions on Internet and Information Systems (TIIS)
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• 제12권10호
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• pp.5015-5038
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• 2018

In this paper, a novel spectral-spatial joint sparse representation algorithm for hyperspectral image classification is proposed based on multi-layer superpixels in various scales. Superpixels of various scales can provide complete yet redundant correlated information of the class attribute for test pixels. Therefore, we design a joint sparse model for a test pixel by sampling similar pixels from its corresponding superpixels combinations. Firstly, multi-layer superpixels are extracted on the false color image of the HSI data by principal components analysis model. Secondly, a group of discriminative sampling pixels are exploited as reconstruction matrix of test pixel which can be jointly represented by the structured dictionary and recovered sparse coefficients. Thirdly, the orthogonal matching pursuit strategy is employed for estimating sparse vector for the test pixel. In each iteration, the approximation can be computed from the dictionary and corresponding sparse vector. Finally, the class label of test pixel can be directly determined with minimum reconstruction error between the reconstruction matrix and its approximation. The advantages of this algorithm lie in the development of complete neighborhood and homogeneous pixels to share a common sparsity pattern, and it is able to achieve more flexible joint sparse coding of spectral-spatial information. Experimental results on three real hyperspectral datasets show that the proposed joint sparse model can achieve better performance than a series of excellent sparse classification methods and superpixels-based classification methods.

• 한국환경복원기술학회지
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• 제16권1호
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• pp.181-191
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• 2013

The design process of ecological and environmental detention system located in the housing district of Sinjeong 3-jigu in Seoul are as follows. At stage one, a new dispersal detention was created in the neighborhood park located near the originally planned detention. From this, the amount of storage of this dispersal detention system was enlarged from $28,337m^3/d$, the initial storage amount, to $33,606m^3/d$ as the post storage amount, responsible to the amount of rainfall which happens every 100 years. In particular, the SSB (Sustainable Structured wetland Biotop) system, which was the New Excellent Technology verified by the Ministry of Environment (No. 258) was applied to enhance ecological functioning and water quality with the detention as a constructed wetland. At stage two, the treatment plans for non-point pollutant source occurred at the initial period of rain, flowing into the detention system were built for purifying the water of the retention pond at the base of the detentions, and the water-circulation system was designed at the dispersal detentions on the period of regular rainfalls. The non-point pollutant source flowing into detention site was calculated as $11,699m^3/d$ flowing down from seven small watersheds, which occurred at the initial period of rain. In particular the SSB systems improved the average efficiency of the water processing performance to BOD 60%, SS 90%, T-N 30%, T-P 60%. At stage three, the ecological network and biological diversity were strongly considered so that it brought the residents with amenity places. In particular, the dispersal detentions were successfully designed to restore the ecological habitat of endangered plant and animal species such as narrow-mouthed.

• 농촌지도와개발
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• 제23권4호
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• pp.347-359
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• 2016

Landscape characteristics and the culture of the sacred Dangsan forests located at Mulgeon village, Eunjeom village and Daejipo village in Mulgeon-ri, Namhae-gun were investigated. The potential of Dangsan forests for agricultural heritage, linked with paddy fields, has been discussed. Dangsan forest is a traditional village forest and a representative cultural heritage with a history of more than several hundred years. The Ministry of Agriculture, Food and Rural Affairs of Korea evaluates that the agricultural heritage is a new means and will provide a potential for the development of rural areas. The Dangsan forests were located in the neighborhood of paddy fields. The Dangsan forests are to be related to paddy fields in order to get attention as an agricultural heritage. Especially, the Dangsan forest of Mulgeon village was designated as Natural Monument ＃150 with the name, Windbreak forest of Mulgeon-ri, Namhae. It was suggested that the national monument to rename as Dangsan forest of Mulgeon village, Namhae. The size of this forest was measured to be 735 m in length and 31 m in width. Mulgeon-ri will be better recognized as a candidate place of agricultural heritage with three Dangsan forests associated with paddy fields.

• 한국항공우주학회지
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• 제39권3호
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• pp.218-224
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• 2011

동적구조의 손상탐지에 적용되는 모드법에서 측정오차가 계산과정의 수렴특성에 미치는 영향을 조사하였다. 구조요소의 손상과 같은 구조적 변화가 발생하면 응답특성도 변화되므로, 고유진동수 또는 고유벡터의 변화를 측정하면 구조적 변화를 밝혀낼 수 있다. 시험을 통하여 얻은 측정자료가 정확한 경우 수학적 프로그래밍은 우수한 수렴특성을 보여주고 있다. 그러나 실제 측정치는 오차를 포함하며, 고유치문제의 수치적 불안정성 때문에 작은 수치오차는 실제와 전혀 다른 계산결과를 초래할 수 있다. 그러므로 응답특성은 일정한 범위 안에서 스스로 평형상태를 찾아갈 수 있도록 허용되어야 한다. 유한요소모델에 포함되는 모든 자유도에 측정센서를 부착할 수 없으므로, 가장 효과적인 소수의 자유도를 선정하여 측정자료를 얻을 수 있으며 측정된 자유도에 대한 평형방정식을 적용한다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제8권5호
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• pp.1676-1689
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• 2014

At present, the Content-Based Image Retrieval (CBIR) system has become a hot research topic in the computer vision field. In the CBIR system, the accurate extractions of low-level features can reduce the gaps between high-level semantics and improve retrieval precision. This paper puts forward a new retrieval method aiming at the problems of high computational complexities and low precision of global feature extraction algorithms. The establishment of the new retrieval method is on the basis of the SIFT and Harris (APISH) algorithm, and the salient region of interest points (SRIP) algorithm to satisfy users' interests in the specific targets of images. In the first place, by using the IPDSH and SRIP algorithms, we tested stable interest points and found salient regions. The interest points in the salient region were named as salient interest points. Secondary, we extracted the pseudo-Zernike moments of the salient interest points' neighborhood as the feature vectors. Finally, we calculated the similarities between query and database images. Finally, We conducted this experiment based on the Caltech-101 database. By studying the experiment, the results have shown that this new retrieval method can decrease the interference of unstable interest points in the regions of non-interests and improve the ratios of accuracy and recall.

• Journal of Communications and Networks
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• 제14권6호
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• pp.640-652
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• 2012

Many studies have investigated the smart grid architecture and communication models in the past few years. However, the communication model and architecture for a smart grid still remain unclear. Today's electric power distribution is very complex and maladapted because of the lack of efficient and cost-effective energy generation, distribution, and consumption management systems. A wireless smart grid communication system can play an important role in achieving these goals. In this paper, we describe a smart grid communication architecture in which we merge customers and distributors into a single domain. In the proposed architecture, all the home area networks, neighborhood area networks, and local electrical equipment form a local wireless mesh network (LWMN). Each device or meter can act as a source, router, or relay. The data generated in any node (device/meter) reaches the data collector via other nodes. The data collector transmits this data via the access point of a wide area network (WAN). Finally, data is transferred to the service provider or to the control center of the smart grid. We propose a wireless cooperative communication model for the LWMN.We deploy a limited number of smart relays to improve the performance of the network. A novel relay selection mechanism is also proposed to reduce the relay selection overhead. Simulation results show that our cooperative smart grid (coopSG) communication model improves the end-to-end packet delivery latency, throughput, and energy efficiency over both the Wang et al. and Niyato et al. models.

• 한국콘텐츠학회논문지
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• 제18권6호
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• pp.364-373
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• 2018

본 연구의 목적은 국내 도시 지역을 중심으로 영어간판의 언어적 특성과 영어간판에 관한 대학생들의 인식을 통해 사회 문화적 양상을 살펴보는 것이다. 연구 방법으로 해당지역의 영어간판 촬영과 학생들로부터의 설문이 포함되었다. 분석 결과, 영어간판의 55.4%는 '영어'로만 표기되어 있고, 주로 주류 음료 및 의류업에 몰려 있었다. 텍스트 구조는 영어로만 표기된 것은 '2-3단어'(43%), 영어+국어 혼용의 경우 '4-5' 단어(25%)로 전체의 약 68%였다. 영어간판의 약 70%는 주류 음료(27%), 음식점(23%), 의류업(21%)에서 사용되고 있었으며, 이러한 간판들이 주변 환경과 조화를 이룬다는 의견은 42%에 불과하였다. 좋은 영어간판의 요건으로는 '시각성(27%)', '업종 표현(23%)', '세련 고급스러움(19%)', '디자인과 창의성(15%)'을 들 수 있으며 이를 충족하는 간판은 신촌 지역에 가장 많았다. 한편, 부정적인 영어간판은 의류업에 가장 많았다. 현재의 영어간판은 전반적으로 매우 미흡함을 보이고 있어 아름답고 조화로운 영어간판 문화 조성을 위한 정책적, 제도적 노력이 요구된다.

• 한국시뮬레이션학회논문지
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• 제21권3호
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• pp.11-16
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• 2012

시뮬레이션은 시간에 따라 변화하는 실제 프로세스나 시스템에 대한 운영을 모방한다. 이 방법론은 실제 시스템의 운영적 특성들을 연구하는데 관심을 가진다. 일반적으로 시뮬레이션 프로젝트는 자료수집, 코딩, 모델 타당성 및 유효성 검증, 실험 계획, 출력 자료 분석, 적용과 같은 여러 가지 단계들을 거친다. 본 논문에서는 이와 같은 여러 단계들 중 시뮬레이션 출력 자료의 통계적 분석에 대한 연구들을 살펴 보기로 한다. 특별히 본 연구에서는 종료형(terminating) 시뮬레이션과 비종료형(non-terminating) 시뮬레이션 각각의 경우에 대한 평균 ${\mu}$를 구간 추정하는 방법을 설명한다. 그런 다음 이 연구결과를 확장한 일반적인 평균 ${\mu}$의 보다 더 일반화된 형태인 $f({\mu})$를 추정하는 방법에 대해 설명한다. 여기서 함수 $f({\bullet})$은 비선형 함수로서 $f'({\mu}){\neq}0$인 ${\mu}$의 이웃에서 미분 가능한 함수이다.

• 산업경영시스템학회지
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• 제43권2호
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• pp.79-86
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• 2020

To make a satisfactory decision regarding project scheduling, a trade-off between the resource-related cost and project duration must be considered. A beneficial method for decision makers is to provide a number of alternative schedules of diverse project duration with minimum resource cost. In view of optimization, the alternative schedules are Pareto sets under multi-objective of project duration and resource cost. Assuming that resource cost is closely related to resource leveling, a heuristic algorithm for resource capacity reduction (HRCR) is developed in this study in order to generate the Pareto sets efficiently. The heuristic is based on the fact that resource leveling can be improved by systematically reducing the resource capacity. Once the reduced resource capacity is given, a schedule with minimum project duration can be obtained by solving a resource-constrained project scheduling problem. In HRCR, VNS (Variable Neighborhood Search) is implemented to solve the resource-constrained project scheduling problem. Extensive experiments to evaluate the HRCR performance are accomplished with standard benchmarking data sets, PSPLIB. Considering 5 resource leveling objective functions, it is shown that HRCR outperforms well-known multi-objective optimization algorithm, SPEA2 (Strength Pareto Evolutionary Algorithm-2), in generating dominant Pareto sets. The number of approximate Pareto optimal also can be extended by modifying weight parameter to reduce resource capacity in HRCR.

• 한국BIM학회 논문집
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• 제5권4호
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• pp.30-36
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• 2015

The Leadership in Energy and Environmental Design (LEED) has provided abundant resources and guidelines for a new project to become a sustainable anchor in the neighborhood. Paired with a range of checklist, LEED has strong influence on the standards for a sustainable building, and it also has played an iconic role in energy-efficient architecture. However, it is still unclear as to whether or not an LEED certified building enhances environmental benefits to its surroundings. If an LEED certification promises a baseline for an eco-friendly building, then a group of these structures should ensure significant environmental benefits to the society. This is the main question of this study, and the authors answer this hypothesis by examining the relationship of LEED certificates and their influence on outdoor temperature, especially in terms of urban heat island effect. The goal of this paper is to analyze the influence of the LEED certification on urban temperature as an indicator of sustainable architecture's regional interactions. If an LEED certificate is regarded as a strong contributor to a sustainable built environment, then a group of these certificates should result in greater benefits to society. To this extent, the authors question if there is any possible relationship between a large concentration of LEED certified sites and the temperature of their surroundings. To properly assess the research direction, Global Moran's I analysis, Local Moran's I analysis, and Hot Spot analysis are implemented to find the clustered areas of LEED certified buildings. For examining relationships between clustered area and its temperature, correlation efficients are calculated.