• 한국산학기술학회논문지
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• 제19권8호
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• pp.535-544
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• 2018

다양한 센서를 내장하고 고품질의 무선 네트워크 통신 기능을 탑재한 이동 장치의 보급이 확대됨에 따라 다양한 서비스 환경에서 이동 장치로부터 생성되는 시공간 데이터 량도 빠르게 증가하고 있다. 이와 같이 실시간 특성을 갖는 대량의 공간 데이터 스트림을 처리하기 위한 기존의 연구에서 하둡 기반의 공간 빅 데이터 시스템은 일괄 처리 방식의 플랫폼으로 공간 데이터 스트림에 대한 실시간 서비스에 적용하기에는 매우 어렵다. 이에 본 논문에서는 맵리듀스 온라인 프레임워크를 확장하여 연속적으로 입력되는 공간 데이터 스트림에 대한 실시간 질의 처리를 지원하고, 질의 처리 과정에서 야기될 수 있는 부하 문제를 효과적으로 분산하는 부하 관리 기법을 제안한다. 제안 기법에서는 공간 분할 영역을 기반으로 입력 데이터의 유입율과 부하율을 이용하여 노드들에 대해 동적으로 부하를 분산하는 기법을 제시하였다. 실험에서는 특정 공간 영역에서의 부하 관리가 요구될 때 해당 영역에서의 공간 데이터 스트림을 공유하는 자원들에게 분배함으로써 효과적인 질의 처리를 지원할 수 있음을 보인다.

• IEIE Transactions on Smart Processing and Computing
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• 제3권2호
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• pp.65-73
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• 2014

An overall responding security-centered framework is necessary required for infringement accidents, failures, and cyber threats. On the other hand, the correspondence structures of existing administrative, technical, physical security have weakness in a system responding to complex attacks because each step is performed independently. This study will recognize all internal and external users as a potentially threatening element. To perform connectivity analysis regarding an action, an intelligent convergence security framework and road map is suggested. A suggested convergence security framework was constructed to be independent of an automatic framework, such as the conventional single solution for the priority defense system of APT of the latest attack type, which makes continuous reputational attacks to achieve its goals. This study suggested the next generation convergence security framework to have preemptive responses, possibly against an APT attack, consisting of the following five hierarchical layers: domain security, domain connection, action visibility, action control, and convergence correspondence. In the domain, the connection layer suggests a security instruction and direction in the domains of administrative, physical and technical security. The domain security layer has consistency of status information among the security domain. A visibility layer of an intelligent attack action consists of data gathering, comparison and decision cycle. The action control layer is a layer that controls the visibility action. Finally, the convergence corresponding layer suggests a corresponding system of before and after an APT attack. The administrative security domain had a security design based on organization, rule, process, and paper information. The physical security domain is designed to separate into a control layer and facility according to the threats of the control impossible and control possible. Each domain action executes visible and control steps, and is designed to have flexibility regarding security environmental changes. In this study, the framework to address an APT attack and load map will be used as an infrastructure corresponding to the next generation security.

• 응용통계연구
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• 제18권1호
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• pp.83-98
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• 2005

다변량 자료를 분석하는 데 있어서 관측 개체들의 분포적 양태를 파악하는 것은 자료 특성의 이해에 도움이 될 뿐만 아니라 이후 모형화 과정에도 큰 도움을 준다. 이를 위하여 다변량자료의 저차원 시각화에 대한 많은 연구가 진행되어 왔다. 그 중 하나가 코호넨(T. Kohonen)의 자기조직화지도(Self-Organizing Map; SOM)이다. SOM은 저차원 그리드 공간에 고차원 다변량 자료를 축약하여 시각적으로 나타내는 비지도 학습법의 일종으로 최근 들어 통계 분석자들이 많은 관심을 가지고 있는 분야이다. 그러나 SOM은 개체공간의 연속형으로 표현되는 개체를 저차원 그리드 공간에 승자노드에 의해 비연속적으로 표현한다는 단점을 지니고 있다. 본 논문에서는 SOM을 통계적 목적으로 사용하기 위해 요구되는 그리드 공간에 개체를 연속적으로 표현하는 방법들을 제안하고 환용 예를 제시 하고자 한다.

• 한국지리정보학회지
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• 제10권2호
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• pp.1-10
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• 2007

연안의 무분별한 개발로 인해 해안의 침식 및 퇴적의 경향이 발생되고 있어 해안선 변화에 따른 자연보존 및 개발의 대책 수립이 요구되고 있다. 본 연구에서는 강원도 강릉시 연안 지역을 선정하여 약 2개월의 주기적인 간격으로 6회의 DGPS 측량을 실시하였고, 관측 자료는 강릉상시관측소를 기준으로 약 50cm 정확도로 후처리하여 1998년 수치지형도 및 2006년 수치해도와 상호 비교하였다. DGPS 측량값들은 수치지형도 해안선과 비교하여 볼 때 국부적으로는 강문항 도류제 설치부근과 남항진의 남측에 침식이 발생하였고 남항진 지역의 방파제 부근에는 많은 해안 퇴적이 일어났으며, 다른 지역의 경우도 부분적으로 해안 퇴적이 발생하고 있음을 알 수 있었다. 따라서 GIS 자료입력에 알맞은 데이터 취득 방법으로 DGPS를 이용하여 수평자료 획득이 용이하고, 해안 개발에 따른 장기적이고 지속적인 관측을 통한 시계열적 해안선 변화를 측정하는데 효과적으로 사용될 수 있을 것이다.

• Korean Journal of Geomatics
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• 제2권1호
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• pp.57-64
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• 2002

Measuring the depth of water is very important in ensuring the protection and safety of seaside. There are many difficulties in making the contour bathymetric map, and contour line due to the limitation of continuous measurement of water depth and collimation with the conventional measuring and positioning methods. But the real-time kinematic GPS (RTK GPS) positioning using a carrier phase enables us to decide a precise position without breaking a signal even under the condition of a moving environment. It is also possible to obtain an accurate depth of water in real time with a fathometer through the measuring of time delay between sending and receiving epochs. This research aims at investigation of accuracy potential of RTK GPS in combination with Echo Sounder(E/S) for the coastal mapping. Apart from this purpose, the accuracy of ambiguity resolution with the OTF(On the Fly) method was tested with respect to the initialization time. The result shows that the accuracy is better than 1cm with 5-minute initialization in the distance of 10km baseline. The seaside topography was measured by the RTK GPS only, on the other hand the seafloor topography was surveyed in combination of RTK GPS and E/S. Comparing to the volume of seaside measured by RTK GPS and digital topographical map, the difference of only 2 % was achieved. This indicates that the coastal mapping with RTK GPS is successfully conducted. In addition it is also demonstrated that the 3-dimensional perspective model resulted from the undersea topography measured by RTK GPS and E/S is very close to that from the digital map. Through this study, it was verified that RTK GPS is to be very useful method in the analysis of coastal morphology owing to its capability of getting the precise DTM for the using of harbor reclamation, dredging, and the estimation of soil movement in a river.

• 한국안전학회지
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• 제38권2호
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• pp.87-95
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• 2023

On October 29, 2022, a very large number of people gathered in Itaewondong, Yongsan-gu, Seoul, Korea for a Halloween festival, and as crowds pushed through narrow alleys, 159 deaths and 195 injuries occurred, making it the largest crushing incident in Korea. There have been a number of stampede deaths where crowds gathered at large-scale festivals, event venues, and stadiums, both at home and abroad. When the density increases, the physical contact between bodies becomes very strong, and crowd turbulence occurs when the force of the crowd is suddenly added from one body to another; thus, the force is amplified and causes the crowd to behave like a mass of fluid. When crowd turbulence occurs, people cannot control themselves and are pushed into he crowd. To prevent a stampede accident, investigation and management of areas expected to be crowded and congested must be systematically conducted, and related ministries and local governments are planning to establish a crowd management system to prepare safety management measures to prevent accidents involving multiple crowds. In this study, based on national data, a continuous digital topographic map is modeled in 3D to analyze the risk of crowding and present a plan for selecting high-risk walking routes. Areas with a high risk of crowding are selected in advance based on various data (numerical data, floating population, and regional data) in a realistic and feasible way, and the analysis is based on the visible results from 3D modeling of the risk area. The study demonstrates that it is possible to prepare measures to prevent cluster accidents that can reflect the characteristics of the region.

• 한국작물학회지
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• 제49권5호
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• pp.423-428
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• 2004

Soybean seeds contain high amounts of isoflavones that display biological effects and isoflavone content of soybean seed can vary by year, environment, and genotype. Objective of this study was to identify quantitative trait loci that underlie isoflavone content in soybean seeds. The study involved 85 $F_2$ populations derived from Korean soybean cultivar 'Kwangkyo' and wild type soybean 'IT182305' for QTL analysis associated with isoflavone content. Isoflavone content of seeds was determined by HPLC. The genetic map of 33 linkage groups with 207 markers was constructed. The linkage map spanned 2,607.5 cM across all 33 linkage groups. The average linkage distance between pair of markers among all linkage groups was 12.6 cM in Kosambi map units. Isoflavone content in $F_2$ generations varied in a fashion that suggested a continuous, polygenic inheritance. Eleven markers (4 RAPD, 3 SSR, 4 AFLP) were significantly associated with isoflavone content. Only two markers, Satt419 and CTCGAG3 had F-tests that were significant at P<0.01 in $F_2$ generation for isoflavone content. Interval mapping using the $F_2$ data revealed only two putative QTLs for isoflavone content. The peak QTL region on linkage group 3, which was near OPAG03c, explained $14\%$ variation for isoflavone content. The peak QTL region on linkage group 5, which was located near OPN14 accounted for $35.3\%$ variation for isoflavone content. Using both Map-Maker-QTL $(LOD{\geq}2.0)$ and single-factor analysis $(P{\leq}0.05)$, one marker, CTCGAG3 in linkage group 3 was associated with QTLs for isoflavone content. This information would then be used in identification of QTLs for isoflavone content with precision

• 지능정보연구
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• 제7권1호
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• pp.135-147
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• 2001

본 연구에서는 퍼지신경망을 이용한 기업부실예측모형을 제안한다. 신경망은 탁월한 학습능력을 가진 것으로 알려져 있으나, 잡음이 심한 재무자료에 대해서는 종종 일관되지 못하고 기대에 미치지 못하는 예측성과를 보인다. 이는 연속형의 형태를 지닌 독립변수와 과다한 양의 원자료로부터 예측에 필요한 일정한 패턴을 찾기가 어렵기 때문이다. 이러한 문제점은 예측모형에서의 독립변수와 종속변수간의 인과관계를 신경망이 용이하게 찾아낼 수 있도록 독립변수의 형태를 변환함으로써 해결한 수 있다. 이러한 해결방법의 하나는 기존 신경망에 퍼지집합의 개념을 적용하여 신경망 학습에 사용될 자료를 퍼지화하고 이를 신경망에 학습시키는 것이다 입력자료를 퍼지화 함으로써 정보의 손실 없이도 신경망이 자료 내의 복잡한 관계를 용이하게 학습하는 것이 가능하다. 본 연구에서 제안된 퍼지신경망을 기업부도예측에 적용한 결과, 퍼지신경망이 기존의 신경망보다 우월한 예측성과를 나타내었다.

• International Journal of Control, Automation, and Systems
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• 제2권1호
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• pp.39-54
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• 2004

We developed an automatic blood pressure control system to maintain the blood pressure of patients at a substantially low level during a surgical operation. The developed system discharges two functions, continuous feedback control of the mean arterial pressure (MAP) by a state-predictive servo controller and risk control based on the inference by fuzzy-like logics and rules using measured data. Twenty-eight clinical applications were made beginning in November 1995, and the effects of the automatic blood pressure control on the operation time and on bleeding were assessed affirmatively by means of Wilcoxon testing. This paper essentially reports the engineering details of the control system.

• 대한전자공학회:학술대회논문집
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• 대한전자공학회 2005년도 추계종합학술대회
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• pp.1177-1180
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• 2005

This paper present a method of constructing the multimedia processor architecture. The proposed multimedia processor architecture be able to handle each text, sound, and video in one chip. Also it have interactive function that is a characteristics of multimedia. Specially, the proposed multimedia processor be able to addressing nodes in memory map without software, and it is completely reconfigurable depend on data. Also it as able to process time and space common that have synchronous/asynchronous and it is able to protect continuous and dynamic media bus collision, and local and overall common memory structure. The proposed multimedia processor architecture apply to virtual reality and mixed reality.