• 대한산업공학회지
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• 제36권1호
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• pp.32-41
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• 2010

DEA(Data Envelopment Analysis) is the relative efficiency measure among homogeneous DMU(Decision- Making Units) which can be used to useful tool to improve performance through efficiency evaluation and benchmarking. However, the general case of DEA was considered as unrealistic since it consists a benchmarking regardless of DMU characteristic by input and output elements and the high efficiency gap in benchmarking for inefficient DMU. To solve this problem, stratification method for benchmarking was suggested, but simply presented benchmarking path in repeatedly applying level. In this paper, we suggest a new method that inefficient DMU can choice the optimal path to benchmark the most efficient DMU base on the similarity among the input elements. For this, we propose a route choice method that combined a stratification benchmarking algorithm and SOM (Self-Organizing Map). An implementation on real environment is also presented.

• 품질경영학회지
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• 제43권3호
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• pp.341-358
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• 2015

Purpose: This paper presents graphic methods and desirability function approach to determine best vibration reducing configuration for Surion helicopter. Many flight tests were executed and nine vibration levels in cockpit, cabin, and engine room were measured in each test and analyzed to find optimal configuration. Methods: Graphic analysis methods such as matrix, scatter, and box plots are used to identify better vibration-reducing flight test conditions. As an integrated measure of the performance of 9 vibration levels desirability function approach is adopted. Results: Three vibration reducing configurations are found to be proper and one configuration is recommended. Conclusion: It is expected to be helpful to adopt graphic and desirability function methods presented in this paper in developing new products or systems like helicopters. For efficient and effective flight testing of helicopters, it will be necessary to have consistently homogeneous environment for flight testing and applying design of experiments techniques and analyzing test data.

• 상하수도학회지
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• 제22권6호
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• pp.681-687
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• 2008

It is well known that the water infiltration rate depends on soil properties such as soil water content, water head, capillary suction, density, hydraulic conductivity, and porosity. However, most of proposed infiltration models assume that the air phase is continuous and in equilibrium with the atmosphere or air compression and air entrapment on infiltration was not considered. This study presents experimental results on unsaturated water infiltration to relate air entrapment and hydraulic conductivity function based on soil air properties. The objectives of this study were to measure change of soil air pressure ahead of wetting front under air drain and air confined condition to find the confined air effect on infiltration rate, to reduce the entrapped air volume related with soil air pressure to increase the soil permeability, and to make a basis of infiltration process model for the purpose of improvement of infiltration rate in the homogeneous soil column. The results of the work show that soil air pressure increases according to increasement of the saturated soil depth rather than the wetting front depth during infiltration process.

• 가정∙방문간호학회지
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• 제24권3호
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• pp.316-324
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• 2017

Purpose: This study was conducted to investigate the effect of white noise on sleep quality, depression, and stress in college students. Method: This study was designed a randomized controlled design to measure the effect of white noise on college students' sleep quality, depression, and stress. Data collection was conducted from May 15, 2017 to June 5, 2017. The subjects were randomly assigned to 27 college students and 28 control volunteers. Data analysis was done using SPSS 23.0 Windows program. Results: The experimental and control groups were homogeneous in general characteristics and study variables. The white noise group showed statistically significant effects on stress(t=-2.25, p=.015) and sleep quality(t=0.65, p<.001). Conclusion: This study confirms that white noise has a positive effect on stress and sleep of college students. Based on these results, it is expected that further research will be conducted on systematic and differentiated white noise mediation.

• Journal of information and communication convergence engineering
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• 제13권1호
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• pp.7-14
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• 2015

In a multi-hop wireless network, connectivity is determined by the link that is established by the receiving signal strength computed by subtracting the path loss from the transmission power. Two path loss models are commonly used in research, namely two-ray ground and shadow fading, which determine the receiving signal strength and affect the link quality. Link quality is one of the key factors that affect network performance. In general, network performance improves with better link quality in a wireless network. In this study, we measure the network connectivity and performance in a shadow fading path loss model, and our observation shows that both are severely degraded in this path loss model. To improve network performance, we propose power control schemes utilizing link quality to identify the set of nodes required to adjust the transmission power in order to improve the network throughput in both homogeneous and heterogeneous multi-hop wireless networks. Numerical studies to evaluate the proposed schemes are presented and compared.

• 산업공학
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• 제22권4호
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• pp.336-346
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• 2009

One of primary assumptions on DEA is that all DMUs for evaluation should be homogeneous. In comparative analysis among DMUs with relative efficiency measurement, it should be evaluated under identical conditions by ruling out external environmental influences. In this study, a measurement of innovation efficiency using the three-stage approach is performed. The approach employs DEA to measure relative efficiency and Tobit regressions to control external variables affecting innovation activity. The approach applied to firms in Korean Innovation Survey: Service Sector 2003 and 2006. Final efficiency scores of the approach represent net efficiency of the innovation. This study found that there is a increasing on technical efficiency of third stage, and it has difference with first stage significantly. Besides, a decrease on standard deviation of third stage is found. It means DMUs biased lower due to unfavorable condition and ones biased higher due to favorable condition are fallen into an identical operating environment through the approach. A measurement of net efficiency, excluding external effects, ensures the homogeneity of DMUs so that improves the reliability in terms of its analysis results. This study is expected to provide a direction and to be a valuable reference to further evaluation of innovation performance in Korean service sector.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제12권5호
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• pp.2287-2312
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• 2018

Extracting key visual information from images containing natural scene is a challenging task and an important step for the visually impaired to recognize information based on tactile graphics. In this study, a novel method is proposed for extracting salient regions based on global contrast enhancement and saliency cuts in order to improve the process of recognizing images for the visually impaired. To accomplish this, an image enhancement technique is applied to natural scene images, and a saliency map is acquired to measure the color contrast of homogeneous regions against other areas of the image. The saliency maps also help automatic salient region extraction, referred to as saliency cuts, and assist in obtaining a binary mask of high quality. Finally, outer boundaries and inner edges are detected in images with natural scene to identify edges that are visually significant. Experimental results indicate that the method we propose in this paper extracts salient objects effectively and achieves remarkable performance compared to conventional methods. Our method offers benefits in extracting salient objects and generating simple but important edges from images containing natural scene and for providing information to the visually impaired.

• Journal of Platform Technology
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• 제11권6호
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• pp.13-20
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• 2023

Regularly inspecting vehicle tires' condition is imperative for driving safety and comfort. Poorly maintained tires can pose fatal risks, leading to accidents. Unfortunately, manual tire visual inspections are often considered no less laborious than employing an automatic tire inspection system. Nevertheless, an automated tire inspection method can significantly enhance driver compliance and awareness, encouraging routine checks. Therefore, there is an urgency for automated tire inspection solutions. Here, we focus on developing a deep learning (DL) model to predict cracked tires. The main idea of this study is to demonstrate the comparative analysis of DenseNet121, VGG-19 and EfficientNet Convolution Neural Network-based (CNN) Transfer Learning (TL) and suggest which model is more recommended for cracked tire classification tasks. To measure the model's effectiveness, we experimented using a publicly accessible dataset of 1028 images categorized into two classes. Our experimental results obtain good performance in terms of accuracy, with 0.9515. This shows that the model is reliable even though it works on a dataset of tire images which are characterized by homogeneous color intensity.

• 유통과학연구
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• 제8권3호
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• pp.27-35
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• 2010

실버세대의 중요성은 인구 증가뿐만 아니라 구매력의 향상 및 의사 표현의 강도가 증가하면서 더욱 커지고 있다. 이에 따라 과거 실버세대 전체를 대상으로 접근하던 마케팅 전략은 실버세대의 특성에 따라 적절히 분류하여 접근하는 방식으로 수정되는 것이 적절하다. 또한 세분군 분류 결과에 따라 고객 접근 전략이 결정되므로, 세분군이 얼마나 동일한 특성을 보유하고 있는 지는 마케팅 계획 수립에 매우 중요한 요소가 된다. 따라서 이론적으로 동일 세분군에 속해 있는 고객의 니즈는 대체로 일치해야 한다. 본 연구에서는 실버세대의 생활 행태와 생애 단계를 감안하여, 실버 세대 대상의 마케팅을 위한 세분군 (細分群) 분류를 수행하였으며, 분류된 세분군의 니즈가 얼마나 일치하고 있는지를 측정하기 위하여 동질도 (DoH: Degrees of Homogeneity)를 측정하였다. 동질도는 각 세분군을 대상으로 수행된 설문조사의 객관식 문항 별로 최다 응답자가 선택한 보기 문항이 다른 문항에 비하여 유의미하게 많다고 판단되는 문항의 수를 전체 문항의 수로 나눈 것으로 정의하였다. 본 연구는 동질도를 활용한 세분군 분류 결과의 적절성 평가 방법을 제시하였다는데 의의가 있으며, 다양한 분야에서 응용될 수 있을 것으로 판단된다. 또한 본 연구에서 제시한 실버세대 세분군 분류 결과는 점차 증가하고 있는 실버세대를 위한 마케팅 방안 수립의 기본 자료로 활용될 수 있을 것으로 판단된다.

• 한국해양학회지
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• 제26권1호
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• pp.59-66
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• 1991

동해 심해분지 시추퇴적물 (수심, 1850 m 에서 수평(H), 수직(V) 방향에 대한 음 속(V/SUB p/)과 감쇠계수 (q/SUB p/)가 실내분석방법으로 측정되었다. 채취된 시추퇴 적물이 길이는 약 250 m 이었으며, 측정 음원은 중심주파수 500 m 의 초음파 변환기 (ultrasonic p-wave transducer)가 사용되었다. 1,480~1,500 m/sec 정도의 변화를 보 이는 V/SUB p/의 비동방성 (A/SUB p/)은 $\pm$1.0% 이내로써, 수평 또는 수직 그 어느 쪽 이 빠르다고 판단하기는 어렵다. 이는 시료의 대부분이 균질 (homogeneous) 한 니질퇴 적상이며, 심한 생물교란 (bioturbation)과 함께 높은 공극율(85% 이상)에 따른 다량 의 해수 함유에 기인하는 것으로 판단된다. Q/SUB p/의 분포범위는 5~10 정도이며 전 반적으로 퇴적물 하부로 내려갈수록 감소하는 경향은 탄산염 (CaC0$_3$)과 유기물 함량 의 증가와 함께 silt가 증가하고 clay가 감소하는 퇴적물 입도 (texture)의 변화로 해 석된다. 그러나 화산재(volcanic ash)가 나타나는 최하부층에서는 14.9 의 높은 Q/SUB PH/값도 보이고 있다. V/SUB PH/와 Q/SUB PH/의 역상관관계는 퇴적물 물성변화 뿐만 아니라 높은 함수율로 인한 해수특성(높은 Q/SUB p/, 낮은 V/SUB p/)의 영향도 크게 작용하고 있음을 시사한다.