• 지능정보연구
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• 제7권1호
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• pp.17-25
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• 2001

의사결정 나무라고 불리우기도 하는 나무모형은 결과 해석의 용이성으로 데이터마이닝의 분류예측 모형으로서 큰 각광을 받고 있다. 현재 나무모형으로 가장 많이 사용되는 CART(Breiman et al., 1984)나 C4.5(Quinlan, 1993) 모두 생성된 노드들의 자료 구성이 목표변수(target variable)를 기준으로 각 수준 구성비 측면에서 순수해지도록 진행된다. 그러나 CRM(Customer Relationship Management)에 있어 가장 흔한 주제인 해지예측을 위한 모델링을 실시하는 경우 관심의 대상인 해지자가 전체 자료에 극히 일부를 차지하여, 기존의 분할 방법에서와 같이 분할되어 생성되는 모든 노드의 순수성을 동시에 고려하기란 불가능하다 Buja와 Lee(1999)는 목표변수 중 소수의 관심에 대상이 되는 부류를 찾아내기 위한 나무모형 생성방법을 소개하였다. 즉, 해지자 관리가 중요한 경우 해지자와 비해지자 구분을 진행하는 기존의 방법과는 달리 전체 자료 중 해지자를 집중적으로 찾아가는 탐색적 분할 기준인 단측 순수성(one-sided purity)을 제안하였다. 본 연구에서는 단측 순수성에 의한 나무모형을 모 PC통신 회사의 해지자 자료에 적용하여 기존의 방법과 비교하였고 몇 가지 시뮬레이션 자료를 통해 단측 순수성의 문제점과 앞으로 해결하여야 할 과제에 대하여 살펴보았다.

• 한국신재생에너지학회:학술대회논문집
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• 한국신재생에너지학회 2008년도 추계학술대회 논문집
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• pp.383-386
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• 2008

The four-bed PSA process using a layered bed of activated carbon and zeolite 5A was studied to produce a high purity hydrogen product from SMR off-gas. At a desired product purity (99.999%+), the recovery increased with decreasing the linear velocity. However, the difference of the increasing of the recovery became smaller with the decreasing of the linear velocity and then was similar from below the linear velocity 3.9 cm/s. When the adsorbents, the feed gas composition, and the operating conditions are given, the residence time is mainly a function for design of the PSA bed size. The minimum residence time exists to obtain the maximum recovery at desired product purity.

• 한국의상디자인학회지
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• 제10권3호
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• pp.15-25
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• 2008

Today, each country's cultural communications are carried briskly and Japan already showed a new trend of world fashion by accepting its own design with aesthetic sense to western Europe in 1970s and built the new area of Japanese fashion. This special traditional aesthetic sense, formed by social, cultural, geographic and religious conditions, is roughly divided into decorated and undecorated beauty; decorated one means splendidness, coquetry, exaggeration and was represented ornamental modification of nature object in dress pattern as ornamental expression means; undecorated one, based on Zen-thought, means simplicity, purity, ugliness and Japan gave rise to the new beauty by receiving and adapting continental culture to its culture openly and creating and developing its own beauty. This study aims to examine the aesthetic sense shown in Japanese traditional dress and understand how traditional beauty is used and applied to modern fashion and analyze the diversity of Japanese traditional aesthetic sense shown in modern fashion. For material analysis, total 220 were collected of photograph related to formative element existence according to aesthetic sense shown in Japanese traditional fashion design using literature research and visual data. The existences of Japanese image among them were confirmed by clothing and fashion department majors so that 7 pieces of which were selected as final analysis object. Likewise, the result suggests that Japanese traditional aesthetic sense creates global design based on folk element-used identity as well as new beauty by adapting continental culture to its culture openly and producing and developing its own creative beauty.

• Bulletin of the Korean Chemical Society
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• 제30권7호
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• pp.1611-1615
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• 2009

We designed new anthracene-based host material to increase color purity as well as device efficiency. The new blue host, 9,10-bis(2,4-dimethylphenyl)anthracene (BDA), has highly twisted structure and wide band gap due to ortho interaction between anthracene and introduced 2,4-dimethylphenyl substituents. BDA exhibited deep blue fluorescence in solution (${\lambda}_{max}$ = 410 nm) and in solid state (${\lambda}_{max}$ = 429 nm), respectively, with the wide optical band gap (E = 3.12 eV). Blue-light-emitting OLEDs using obtained host and 2% Flu-DPAN as emitter showed 8 cd/A of high efficiency as well as high color purity [CIE coordinates = (0.15, 015)].

• 한국분무공학회지
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• 제17권3호
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• pp.152-157
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• 2012

This investigation decribes the effect of the combustion and emission characteristics of HCNG engine according to the high purity hydrogen contents. The HCNG fuel was made by the mixture with a high purity hydrogen ($H_2$) and a natural gas. The test vehicle was applied to the bi-fuel (Gasoline and CNG) system and this system was modified from the fuel supply and fuel tank. In addition, the three premixed HCNG fuels with mixed rate of 10, 20 and 30% of hydrogen were used to maintain the safety. In order to analyze the combustion characteristics of HCNG and CNG, the fuel was injected in the combustor with constant volume. The exhaust emission from light duty vehicle with bi-fuel system was analyzed by a chassis dynamometer and emission analyzer. From these results, the reduction rate of NOx emission increased in the HCNG fuel and emission amount of THC and CO shows a similar level with CNG fuel. This study can be utilized the basic data for the development of a new business plans related with HCNG engines.

• 자원리싸이클링
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• 제12권2호
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• pp.45-53
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• 2003

2001년 국내에서는 총 491만톤의 석탄회가 발생되어, 이중 약 63.3%가 재활용되고 있으나 이들의 대부분은 콘크리트 혼합물과 시멘트 산업에 사용되고 있다. 그러므로 본 연구에서는 석탄회의 활용도를 높이기 위한 새로운 용도개발을 위한 목적으로 마찰대전법 대신 정전유도법을 사용하였다. 정전유도법을 적용하여 석탄회로부터 1%LOI 이하의 고순도 석탄회와 70%LOI 이상의 고탄소질 석탄회를 얻을 수 있음을 확인하였으며, 본 실험에서 두 전극간의 전위차는 8～16kV 범위로 적용하였다.

• International Journal of Computer Science & Network Security
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• 제22권10호
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• pp.271-281
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• 2022

Manual seed classification challenges can be overcome using a reliable and autonomous seed purity identification and classification technique. It is a highly practical and commercially important requirement of the agricultural industry. Researchers can create a new data mining method with improved accuracy using current machine learning and artificial intelligence approaches. Seed classification can help with quality making, seed quality controller, and impurity identification. Seeds have traditionally been classified based on characteristics such as colour, shape, and texture. Generally, this is done by experts by visually examining each model, which is a very time-consuming and tedious task. This approach is simple to automate, making seed sorting far more efficient than manually inspecting them. Computer vision technologies based on machine learning (ML), symmetry, and, more specifically, convolutional neural networks (CNNs) have been widely used in related fields, resulting in greater labour efficiency in many cases. To sort a sample of 3000 seeds, KNN, SVM, CNN and CNN-SVM hybrid classification algorithms were used. A model that uses advanced deep learning techniques to categorise some well-known seeds is included in the proposed hybrid system. In most cases, the CNN-SVM model outperformed the comparable SVM and CNN models, demonstrating the effectiveness of utilising CNN-SVM to evaluate data. The findings of this research revealed that CNN-SVM could be used to analyse data with promising results. Future study should look into more seed kinds to expand the use of CNN-SVMs in data processing.

• 한국식품저장유통학회지
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• 제9권1호
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• pp.74-77
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• 2002

솔잎으로부터 항균, 항산화효과 등이 입증된 바 있는 polyphenols 분리.정제를 실시하였다. 이 물질의 분리를 위한 추출용매로는 열수, EtOH, IPA를 사용하였는데, 각각의 용매에 의하여 분리된 polyphenols의 수율 및 순도는 각각 9.84, 11.61, 14.36% (w/w) 및 83.83, 82.64, 81.52%였다. 추출조건은 솔잎분말 대비 약 7배 (w/v)에 해당하는 용매를 가하고 85$^{\circ}C$에서 6시간 동안의 처리로 추출이 가능하였다. 분리된 polyphenols의 정제는 formamide-active carbon(1:1, w/w)을 충진한 column을 통과시켜 정제한 다음 농축, 분무건조 하고, 이 분말에 식품첨가물용 n-hexane(1:2.5, w/v)을 가하여 1시간 동안 추출하여 지방성분을 추출, 제거하고 풍건하여 각각의 시제품을 얻었다. Polyphenols의 추출용매로는 열수, EtOH, IPA 중 수율과 순도를 동시에 고려할 때, 상호간의 장단점이 있었는데, 수율과 순도간에는 정의 반비례 관계가 성립하였다.

• 한국수소및신에너지학회논문집
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• 제31권2호
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• pp.177-183
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• 2020

To utilize hydrogen energy, high-yield, high-purity hydrogen needs to be produced; therefore, hydrogen separation membrane studies are being conducted. The membrane reactor that fabricates hydrogen needs to have high hydrogen permeability, selective permeability, heatresistant and a stable mechanical membrane. Dense membranes of Pd and Pd alloys are usually used, but these have drawbacks associated with high cost and durability. Therefore, many researchers have studied replacing Pd and Pd alloys. Dense TiN membrane is highly selective and can separate high-purity hydrogen. The porous alumina has a high permeation rate but low selectivity; therefore, separating high-purity hydrogen is difficult. To overcome this drawback, the two materials are combined as composite reclamations to produce a separation membrane with a high penetration rate and high selectivity. Accordingly, TiN-alumina was manufactured using a high-energy ball mill. The TiN-alumina membrane was characterized by X-ray diffraction analysis, scanning electron microscopy, and energy dispersive spectroscopy. The hydrogen permeability of the TiN-alumina membrane was estimated by a Sievert-type hydrogen permeation membrane apparatus. Due to the change in the diffusion mechanism, the transmittance value was lower than that of the general TiN ceramic separator.

• 영미문화
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• 제10권2호
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• pp.231-266
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• 2010

This paper explores hybridity and hybridized relations that see mixings and crossings as the first moment of multicultural society. References to hybridity often assume that the definition and orientation of the term are located within biology; that is, hybridity constitutes a mixing of two formally discrete objects. In this regard, there seems to be a dialectical preoccupation with purity that goes hand in hand with discussions of hybridity. This dialectical reference to hybridity privileges whole, complete entities as the original instance before mixing, and in this way purity becomes reified. My analysis of hybridity foregrounds mixings that occur at the level of the social, not exclusively at the level of the biological. Hybridity contexts the myth of monoculturalism in the United States and foregrounds multiculturalism as the initial context around which difference has begun to be conceived. In destabilizing the myth of racial origins, this paper attempts to establish a retroactive construction of purity, which is historically, ideologically, and ethnically examined in Gloria Anzaldua's Borderlands/ La Frontera: The New Mestiza. Through this work composed of disparate narratives discourses, Anzaldua employs physical differences to ward off the colonial desire that has defined others as objects which are to be controlled. In this regard, this paper pursues the way that physical differences could be repositioned in terms of 'hybridity' that has been related to the cultural, historical, economical significations of borderlands. The space of borderlands is also a place marked psychologically; it will turn differences mobilized in the borderland into an acute consciousness that makes us recognize 'otherness' within ourselves. In sum, this paper attempts to elaborate the productive and creative interactions among disparate languages, classes, genders, and ideas, which will draw attention to their own interlocking nature.