• International Journal of Computer Science & Network Security
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• 제22권9호
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• pp.149-158
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• 2022

The pandemic of Covid-19 (Coronavirus Disease 19) has devastated the world, affected millions of people, and disrupted the world economy. The cause of the Covid19 epidemic has been identified as a new variant known as Severe Acute Respiratory Syndrome Coronavirus 2(SARS-CoV2). It motives irritation of a small air sac referred to as the alveoli. The alveoli make up most of the tissue in the lungs and fill the sac with mucus. Most human beings with Covid19 usually do no longer improve pneumonia. However, chest x-rays of seriously unwell sufferers can be a useful device for medical doctors in diagnosing Covid19-both CT and X-ray exhibit usual patterns of frosted glass (GGO) and consolidation. The introduction of deep getting to know and brand new imaging helps radiologists and medical practitioners discover these unnatural patterns and pick out Covid19-infected chest x-rays. This venture makes use of a new deep studying structure proposed to diagnose Covid19 by the use of chest X-rays. The suggested model in this work aims to predict and forecast the patients at risk and identify the primary COVID-19 risk variables

• 한국광학회지
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• 제15권1호
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• pp.79-85
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• 2004

후면의 석영면에 위상 패턴을 형성하여 투과율 조절을 구현한 포토마스크에 대해 보고한다. 위상 패턴의 크기와 패턴 조밀도에 따른 조명 동공의 형태 변화에 관한 이론적 결과와 투과율 조절 포토마스크를 사용한 웨이퍼 상 CD(critical dimension) 균일도 개선에 관한 실험적 결과에 대해 기술한다. 투과율 조절을 위한 위상 패턴은 패턴이 형성되지 않은 영역에 대해 180$^{\circ}$의 상대적 위상을 갖도록 석영면을 식각한 콘택홀 형태의 패턴을 사용하였다. 콘택홀 패턴의 크기가 작을수록 본래의 조명동공 형태를 유지하게 되며, 동일한 패턴 조밀도에서 더욱 큰 노광 광세기 저하가 일어남을 알 수 있었다. 패턴 조밀도를 위치별로 변화시켜 CD균일도 개선에 적합한 투과율 분포를 포토마스크 후면에 형성하였다. 투과율 조절 포토마스크를 140nm 디자인 롤을 갖고 있는 DRAM(Dynamic Random Access Memory)의 한 주요 레이어에 적용하여 CD 균일도를 3$\sigma$값으로 24.0nm에서 10.7nm 로 개선할 수 있었다.

• 한국연소학회:학술대회논문집
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• 한국연소학회 2006년도 제33회 KOSCO SYMPOSIUM 논문집
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• pp.137-144
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• 2006

Oil-fired power plants usually use several burners and the combustion air is supplied to each burner through the complicated duct which is called windbox. A windbox should be designed to supply combustion air to each burner evenly but, due to the complicated duct shape, flow distribution in the windbox is unbalanced and uneven supplies of combustion air to each burner are induced by these unbalanced flow distribution in the windbox. These flow patterns tend to make flame unstable, increase the formation of pollutants and lower the overall combustion efficiency. To prevent these disadvantages, flow patterns in the windbox should be investigated for the uniform flow distribution. In this study, computational simulation method was used to investigate the flow distribution in the windbox and measured the velocities at the exit of burners in the real windbox to compare with CFD results. The results show two significant flow patterns. One is that the flow rates of each burner are different from each other and this means that all burners operate in different conditions of air to fuel ratio. The other is that the flow distribution at the exit of each burner is not axi-symmetric although the burner shape is axi-symmetric and this increases the pollutant products like CO.

• 한국인터넷방송통신학회논문지
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• 제15권4호
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• pp.19-24
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• 2015

보안은 소프트웨어 개발에 있어서 주요한 관심사중 하나이다. 보안 전술(Security tactics)은 아키텍처 수준에서 보안의 문제를 해결하기 위한 재사용 가능한 빌딩 블록으로, 소프트웨어 시스템의 구조를 수립하기 위한 일반적인 해결책인 아키텍처 패턴(Architectural Pattern)과 자주 함께 사용된다. 하지만, 아키텍처 패턴에서의 아키텍처 전술은 패턴이나 전술 참여자들이 구조적/행위적으로 어떻게 함께 설계되어야 하는지에 대한 구체적인 이해 없이 보통 개념적으로만 이해되고 만다. 본 논문에서는 대표적인 아키텍처 패턴중 하나인 Broker패턴에서 이와 함께 사용 가능한 보안 전술을 모델 기반으로 표현하고, 실세계에서 어떻게 이 개념이 적용되었는지에 대한 구체적인 사례를 소개한다.

• 한국연소학회:학술대회논문집
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• 한국연소학회 2005년도 제31회 KOSCO SYMPOSIUM 논문집
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• pp.85-92
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• 2005

Oil-fired power plants usually use several burners and the combustion air is supplied to each burner through the complicated duct which is called windbox. A windbox should be designed to supply combustion air to each burner evenly but, due to the complicated duct shape, flow distribution in the windbox is unbalanced and uneven supplies of combustion air to each burner are induced by these unbalanced flow distribution in the windbox. These flow patterns tend to make flame unstable, increase the formation of pollutants and lower the overall combustion efficiency. To prevent these disadvantages, flow patterns in the windbox should be investigated for the uniform flow distribution. In this study, computational simulation method was used to investigate the flow distribution in the windbox and measured the velocities at the exit of burners in the real windbox to compare with CFD results. The results show two significant flow patterns. One is that the flow rates of each burner are different from each other and this means that all burners operate in different conditions of air to fuel ratio. The other is that the flow distribution at the exit of each burner is not axi-symmetric although the burner shape is axi-symmetric and this increases the pollutant products like CO.

• Fisheries and Aquatic Sciences
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• 제25권3호
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• pp.151-157
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• 2022

Various approaches have been applied to transform aquaculture from a manual, labour-intensive industry to one dependent on automation technologies in the era of the fourth industrial revolution. Technologies associated with the monitoring of physical condition have successfully been applied in most aquafarm facilities; however, real-time biological monitoring systems that can observe fish condition and behaviour are still required. In this study, we used a video recorder placed on top of a fish tank to observe the swimming patterns of rock bream (Oplegnathus fasciatus), first one fish alone and then a group of five fish. Rock bream in the video samples were successfully identified using the you-only-look-once v3 algorithm, which is based on the Darknet-53 convolutional neural network. In addition to recordings of swimming behaviour under normal conditions, the swimming patterns of fish under abnormal conditions were recorded on adding an anaesthetic or lowering the salinity. The abnormal conditions led to changes in the velocity of movement (3.8 ± 0.6 cm/s) involving an initial rapid increase in speed (up to 16.5 ± 3.0 cm/s, upon 2-phenoxyethanol treatment) before the fish stopped moving, as well as changing from swimming upright to dying lying on their sides. Machine learning was applied to datasets consisting of normal or abnormal behaviour patterns, to evaluate the fish behaviour. The proposed algorithm showed a high accuracy (98.1%) in discriminating normal and abnormal rock bream behaviour. We conclude that artificial intelligence-based detection of abnormal behaviour can be applied to develop an automatic bio-management system for use in the aquaculture industry.

• 한국산림과학회지
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• 제81권2호
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• pp.177-182
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• 1992

미국 Maine 주 저지대 가문비나무-젓나무 경제림 지역의 spodosol 토양의 2개의 토심(O와 B층)에서 토양공기 $CO_2$ 농도를 측정하였다. $CO_2$ 농도 측정은 Draeger 직독(直讀) chromatography법과 가스주입기를 이용한 gas chromatography 법의 두 가지 방법을 사용하였다. 1991년 생육기 동안의 토양공기 $CO_2$ 농도(%)의 평균값은 Draeger법으로 측정된 O층의 0.11로부터 gas chromatography법으로 측정된 B층의 0.29사이의 분포를 보였다. B층과 O층 모두에서 Draeger법에 의한 토양공기 $CO_2$의 농도가 gas chromatography법으로 측정된 값보다 낮은 수치를 보였다. 두 방법에 의해 측정된 값들 상호간에는 두 층 모두에서 고도의 상관관계 (p<0.01)를 보였으며, 시간변화에 따른 변화 유형 역시 평행적인 관계를 보여 주었다. 토양공기 $CO_2$ 농도는 토양온도와 고도의 정의 상관관계를 보였는데 상관계수의 값은 선발된 측정방법 및 토층에 따라 0.13-0.32의 값을 나타냈다.

• 지능정보연구
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• 제18권1호
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• pp.23-38
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• 2012

온라인 쇼핑몰은 인터넷을 통해 손쉽게 접근이 가능하기 때문에, 최초 구매의사가 발생한 시점으로부터 이에 대한 실제 구매가 실현되기까지의 기간이 오프라인 쇼핑몰에 비해 비교적 짧게 나타난다. 즉 오프라인 쇼핑몰의 경우 구매희망 물품을 바로 구매하기 보다는 몇 개의 물품들을 모아서 구매하는 행태가 일반적이다. 하지만, 인터넷 쇼핑몰의 경우 단 하나의 물품만을 포함하고 있는 주문이 전체 주문의 절반 이상을 차지한다. 따라서 온라인 쇼핑몰 데이터의 장바구니 분석에 전통적 데이터마이닝 기법을 그대로 적용할 경우, Null Transaction의 수가 지나치게 많음으로 인해 합리적 수준의 지지도(Support)를 만족시키는 규칙을 찾는 것이 매우 어렵게 된다. 이러한 이유로 온라인 데이터를 사용한 많은 연구는 동시성 기준을 여러 방법으로 확장하여 사용하였는데, 이들 동시성 기준은 명확한 근거나 합의 없이 연구자의 상황에 따라 임의로 선택된 측면이 있다. 따라서 본 연구에서는 온라인 마켓 분석에 적용되는 구매의 동시성 기준을 정확도 측면에서 평가함으로써, 구매의 동시성 기준 선정을 위한 근거를 제시하고자 한다. 또한 동시성 기준의 정확도가 고객의 평균 구매간격에 따라 상이하게 나타나는 것을 파악하여, 향후 고객의 특성에 따른 차별화된 추천 시스템 구축을 위한 기본 방향을 제시하고자 한다. 이를 위해 국내 대형 인터넷 쇼핑몰의 최근 2년간 실제 거래 내역을 대상으로 실험을 수행하였으며, 실험 결과 단골 고객의 구매 추천을 위한 분석의 경우 추천 범위와 분석 데이터의 동시성 기준을 맞추어 연관규칙을 도출하는 것이 바람직하며, 비단골 고객의 경우 대부분의 추천 범위에 대해서 분석 데이터의 동시성 기준을 비교적 길게 설정하여 연관규칙을 도출하는 것이 바람직한 것으로 나타났다.

• 한국농림기상학회:학술대회논문집
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• 한국농림기상학회 2013년도 추계 학술발표논문집
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• pp.30-31
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• 2013

Land use and land cover change (LULCC) due to human activities directly affects natural systems and contributes to changes in carbon exchange and climate through a range of feedbacks. How land use and land cover changes affect carbon exchanges can be assessed using multiyear measurement data from micrometeorological flux towers. The objective of the research is to assess the impact of land use and land cover change on carbon exchange in a heterogeneous cropland area. The heterogeneous cropland area in Haenam, South Korea is also subjected to a land conversion due to rural development. Therefore, the impact of the change in land utilization in this area on carbon exchange should be assessed to monitor the cycle of energy, water, and carbon dioxide between this key agricultural ecosystem and the atmosphere. We are currently conducting the research based on 10 years flux measurement data from Haenam Koflux site and examining the LULCC patterns in the same temporal scale to evaluate whether the LULCC in the surrounding site and the resulting heterogeneity (or diversity) have a significant impact on carbon exchange. Haenam cropland is located near the southwestern coast of the Korean Peninsula with land cover types consisting of scattered rice paddies and various croplands (seasonally cultivated crops). The LULCC will be identified and quantified using remote sensing satellite data and then analyzing the relationships between LULCC and flux footprint of $CO_2$ from tower flux measurement. We plan to calculate annual flux footprint climatology map from 2003 to 2012 from the 10 years flux observation database. Eventually, these results will be used to quantify how the system's effective performance and reserve capacity contribute to moving the system towards more sustainable configuration. Broader significance of this research is to understand the co-evolution of the Haenam agricultural ecosystem and its societal counterpart which are assumed to be self-organizing hierarchical open systems.

• Journal of Information Technology Applications and Management
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• 제25권4호
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• pp.185-196
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• 2018

This study investigates the social network among authors to improve the quality of Panel researches. Korea Health Panel (KHP), implemented by the collaborative work between KIHASA (Korea Institute for Health and Social Affairs) and NHIC (National Health Insurance Service) since 2008, provides a critical infrastructure for policy making and management for insurance system and healthcare service. Using bibliographic data extracted from academic databases, eighty articles were extracted in domestic and international journals from 2008 to 2014, April. Data were analyzed by NetMiner 4.0, social network analysis software, to identify the extent to which authors are involved in healthcare use research and the patterns of collaboration between them. Analysis reveals that most authors publish a very small number of articles and collaborate within tightly knit circles. Centrality measures confirm these findings by revealing that only a small percentage of the authors are structurally dominant, and influence the flow of communication among others. It leads to the discovery of dependencies between the elements of the co-author network such as affiliates in health panel communities. Based on these findings, we recommend that Korea Health Panel could benefit from cultivating a wider base of influential authors and promoting broader collaborations.