• 디지털융복합연구
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• 제13권7호
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• pp.169-175
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• 2015

주가지표처럼 동적이며 시간흐름을 따르는 시계열자료들을 이해하는 효과적인 방법은 주어진 시계열자료들에 대하여 모델을 결정함으로서 이해하는 것이 좋다. 주어진 자료들에 대한 모델 결정과정은 수집되어진 대용량 시계열자료 전체를 한 번에 다 살펴보는 것보다 자료를 특정의 중요한 몇 개의 하위그룹으로 군집화하여 각 군집별 모델결정을 통해 자료 전체를 이해하는 것이 효율적이다. 본 연구에서는 주어진 시계열자료들에 대하여 하위그룹으로의 효율적 군집화 과정 그리고 각 군집별 모델결정의 두 과정 중 첫 번째 과정인 하위집단으로 군집화 과정에 자료의 구간특징화 기법과 휴리스틱 베이지안기법의 융합을 이용하여 시간 및 계산비용을 감소시킬 수 있는 기법을 제안하였으며 실제적인 주가지표를 이용한 실험을 통해 제안하는 기법의 유효성을 확인하였다.

• 정보처리학회논문지:컴퓨터 및 통신 시스템
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• 제3권10호
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• pp.377-382
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• 2014

모바일 통신과 사물 인터넷(IoT) 환경에서 시간에 따른 데이터의 분석 기술은 주로 의미 있는 정보를 찾기 위해 수집 된 데이터에서 의미있는 패턴을 추출하기 위해 사용된다. 기존의 데이터 마이닝을 이용한 분석 방법은 데이터 수집이 어렵고 시간의 경과와 관련된 시계열 데이터의 변경을 반영하기 위해 완료 상태에 기초하여 해석되어야 한다. 이러한 패턴의 다양성, 대용량성, 연속성 등의 여러 가지 특성을 가진 데이터 스트림의 분석을 위한 방법으로 멀티 블록 스트리밍 데이터 분석(AM-MBSD) 방법을 제안한다. 의미 있는 데이터 추출을 위해 멀티 블록 스트리밍 데이터의 패턴을 추출하고 추출된 연속적 데이터를 여러 개의 블록으로 정의하고 제안 방법의 검증을 위해 각 데이터 블록의 데이터 패턴 생성 시간, 주파수를 수집하고 시계열 데이터를 분석, 실험하였다.

• Fibers and Polymers
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• 제7권4호
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• pp.446-449
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• 2006

The purpose of this study was to evaluate the comfort of PET clothing treated by UV. The physiological responses of the human body were investigated. Mean skin temperature and physiological signals such as Electroencephalogram (EEG), and heart rate (Electrocardiogram, (ECG)) were examined for 20 minutes during stable wearing conditions. Mean skin temperature was measured every two seconds using Ramanathan's method. Physiological responses were measured using Biopac MP100 series and analyzed using the software, Acqknowledge 3.5.2. Psychological effects were analyzed every five minutes. Comfort of untreated PET clothing decreased with the passage of time. Compared with PET clothing untreated, treated for 30 minutes, and treated for 90 minutes, the analysis of EEG showed that PET clothing treated for 90 minutes was the most comfortable after 20 minutes. In addition, the interval of the heart rate shown on the ECG was the highest in PET clothing treated for 90 minutes. Skin temperature was the lowest in PET treated for 90 minutes. We thus conclude that suitable UV irradiation would improve comfort.

• 한국측량학회:학술대회논문집
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• 한국측량학회 2004년도 춘계학술발표회논문집
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• pp.131-137
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• 2004

GPS/Meteorology technique for PWV monitoring is currently actively being researched an advanced nation. We deal with the monitoring of GPS derived PWV during the passage of Typhoon MAEMI. Typhoon MAEMI which caused a series damage was passed over in Korea peninsula from September 12 to September 13, 2003. We obtained GPS-PWV at 17th GPS permanent stations. We retrieve GPS data hourly and use Gipsy-Oasis II software. The GPS-PWV time series results demonstrate that PWV is, in general, high before and during the occurrence of the typhoon, and low after the typhoon.

• 대한치과교정학회지
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• 제20권1호
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• pp.103-110
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• 1990

Metal brackets were recycled by variable methods for economic reason. Such recycling methods had a great effect on bracket slot width and bonding strength. Therefore, the recycling methods that don't change the properties of original bracket were suggested. In this study, debonded brackets were recycled with 30 kinds of solvents and bracket surfaces were examined by S.E.M. (Super IIIA, ISI International Scientific Instruments, Japan) and Stero Microscope (Sz-Tr, Olympus Tokyo, Japan) methods. The following results were obtained. 1. Thermosetting resin adhesives (eq. $Monolok^{(R)}$, $Concise^{(R)}$) were swelled most in sulfuric acid (assays 95%) and slightly in alcohol groups. 2. The solvent was exchanged every 24 hours during the brackets were recycled with sulfuric acid (assays 95%). As the passage of time, the adhesives were removed more clearly, and after 72 hours adhesives were nearly detached from bracket base. 3. Chemical recycled metal bracket surface showed no irregular structure by S.E.M. method.

• 상하수도학회지
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• 제18권5호
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• pp.673-679
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• 2004

Particle breakthrough can occur by either the breakoff of previously captured particles (or flocs) or the direct passage of some influent particles through the filter. Filtration experiments were performed in a laboratory-scale filter using spherical glass beads with a diameter of 0.55 mm as collectors. A single type of particle suspension (Min-U-Sil 5, nearly pure $SiO_2$) and three different destabilization methods (pH control, alum and polymer destabilization) were utilized. The operating conditions were similar to those of standard media filtration practice: a filtration velocity of 5 m/h. To assess the possibility of particle detachment during the normal filtration, a hydraulic shock load (20% increase of flow rate) was applied after 4 hours of normal filtration. The magnitude of particle detachment was proportional to the particle size for non-Brownian particles. At the same time, less favorable particles, i.e., particles with larger surface charge, were easily detached during the hydraulic shock load. Therefore, proper particle destabilization before filtration is crucial for maximum particle removal as well as minimum particle breakthrough.

• 대한기계학회:학술대회논문집
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• 대한기계학회 2001년도 춘계학술대회논문집D
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• pp.927-932
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• 2001

It is intended to develope an algorithm for dynamic simulation of fast-acting solenoid valves. The coupled equations of the electric, magnetic, and mechanical systems should be solved simultaneously in a transient nonlinear manner. The transient nonlinear electromagnetic field is analyzed by the Finite Element Method (FEM), which is coupled with nonlinear electronic circuitry. The dynamic movement of the solenoid valve is analyzed at every time step from the force balances acting on the plunger, which include the electromagnetic force calculated from the Finite Element analysis as well as the elastic force by a spring and the hydrodynamic pressure force along the flow passage. Dynamic responses of the solenoid valves predicted by this algorithm agree well with the experimental results including bouncing effects.

• Journal of Advanced Marine Engineering and Technology
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• 제20권1호
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• pp.1-12
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• 1996

The fully developed tubulent momentum and heat transfer induced by the square- ribbed roughness elements on both the inner and outer wall surfaces in the concentric annuli are studied analytically based on a modified turbulence model. Heat transfer coefficients for two conditions, i.e, a) inner wall heated as constant heat flux and outer wall insulated b) inner wall insulated and outer wall heated as constant heat flux, are investigated. The analytical results of the fluid flow are verified by experiment. The experiment is done with a pitot tube and a X-type hot wire anemometer to measure the time mean velocity profiles, zero shear stress positions, maximum velocity profiles and friction factors, and etc. The resulting momentum and heat transfer are discussed in terms of various parameters, such as the radius ratio, the relative roughness, the roughness density, Nusselt number and Prandtl number.

• 아동학회지
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• 제27권2호
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• pp.71-84
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• 2006

This study investigated the relationship between types of attachment and social adaptation of kindergarten children. Subjects were 108 3-year-old children, their mothers, and their teachers. Results showed that children securely attached to both mother and teacher adapted better than children who were insecurely attached to both mother and teacher. Children who were securely attached to mother but insecurely attached to teacher, and children who were insecurely attached to mother but securely attached to teacher adapted better than children who were insecurely attached to both mother and teacher. This study suggests that the quality of child-mother or child-teacher attachment affects children's social adaptation with the passage of time in kindergarten.

• 한국자동차공학회논문집
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• 제4권5호
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• pp.26-36
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• 1996

The fully developed turbulent momentum and heat transfer induced by the square-ribbed roughness elements on both the inner and outer wall surfaces in concentric annuli are studied analytically based on a modified turbulence model. The analytical results of the fuid flow are verified by experiment. The experiment is done with a pitot tube and a X-type hot wire anemometer to measure the time mean velocity profiles, zero shear stress positions, maximum velocity positions and friction factors, and etc. shown in Fig.1. The resulting momentum and heat transfer are discussed in terms of various parameters, such as the radius ratio, the relative roughness, the roughness density, Reynolds number, Nusselt bumber and Prand시 number. The study demonstrates that certain artificial roughness elements may be used to enhance heat transfer rates with advantage from the overall efficiency point of view by investigating turbulent flows and heat transfer in Fig.1.