• 한국강구조학회 논문집
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• 제12권5호통권48호
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• pp.527-535
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• 2000

철골 구조물의 접합부는 전통적으로 강접 혹은 단순 접합으로 이상화하여 설계되어 졌으나 많은 연구를 통해 이러한 모델링이 불합리할 수 있음이 밝혀져 왔다. 골조의 정확한 해석을 위해 부재의 2차효과($P-{\delta}$효과) 및 구조물 전체의 2차효과($P-{\Delta}$효과)의 고려가 필수적이고, 무엇보다도 접합부의 고유한 강성을 부여하는 것이 중요하다. 즉 실험을 통해 얻은 접합부의 모멘트-회전각을 골조 해석시 있는 그대로 반영할 수 있어야 한다. 이러기 위해 모멘트-회전각을 표현할 수 있는 단일 수식의 개발이 필요하며 지금까지 다양한 수식이 개발되어 보고되고 있다. 본 논문은 기하학적효과 및 접합부 강성을 고려할 수 있도록 이론을 통해 유도한 접합부의 강성행렬에 모멘트-회전각 관계를 표현하는 수정지수 함수 모델, 멱함수 모델 그리고 제안한 로그함수 모델을 사용하여 골조 해석을 실시하고, 그 결과를 통해 유도된 강성행렬의 적용가능성을 알아보고, 제안한 로그함수의 유효성을 밝히고자 한다.

• 한국환경보건학회지
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• 제39권2호
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• pp.159-165
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• 2013

Objective: This study was carried out in order to estimate atmospheric Polychlorinated Biphenyls (PCBs) concentrations using pine needles as a passive air sampler (PAS) in urban, semi-rural and rural regions. Methods: One-year old pine needles were collected to analyze their PCBs concentrations ($C_p$, pg/g dry) at the end of December. PCBs concentrations in ambient air ($C_a$, $pg/m^3$) were calculated with the $logK_{oa}-log(C_p/C_a)$) model. Results: PCBs concentrations in ambient air ($C_a$) were high in the order of urban, semi-rural and rural regions. The lower-chlorinated PCBs showed a higher concentration in ambient air. However, the distribution of PCBs congeners was similar in all three regions. Correlation between $C_a$ and the population density of the three regions was significant ($R^2$=0.9834, p<0.001). Conclusions: It was concluded that although the production and use of PCBs was banned in the1970s, PCBs are currently being produced unintentionally by human activities.

• 대한토목학회논문집
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• 제35권3호
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• pp.725-735
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• 2015

본 연구는 부산지역 오피스텔의 가격을 결정하는데 있어서 영향을 주는 요인들이 어떤 것들이 있는지에 대해 실증적 분석을 하여 오피스텔 시장을 구체적으로 이해하는데 목적이 있다. 시세가를 통해 오피스텔 가격 결정요인을 분석하는 것은 오피스텔 공급자로 하여금 적절한 규모와 입지선택에 도움을 줄 수 있고, 수요자들에게는 목적에 따른 오피스텔 선택에 도움이 되리라 판단하여 본 연구를 실시하였다. 부산지역 오피스텔의 실거래가를 종속변수로 하고 물리적 특성과 입지적 특성, 그리고 지역적 특성을 나타내는 요인들을 독립변수로 하여 OLS선형회귀분석(Ordinary Least Square)과 준로그모형분석(Semi-log model), 그리고 로버스트회귀분석(Robust regression)을 이용하여 오피스텔의 가격결정요인을 분석하였다.

• Asian Pacific Journal of Cancer Prevention
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• 제14권11호
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• pp.6751-6755
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• 2013

Background: Research on cancers with a high rate of mortality such as those occurring in the stomach requires using models which can provide a closer examination of disease processes and provide researchers with more accurate data. Various models have been designed based on this issue and the present study aimed at evaluating such models. Materials and Methods: Data from 330 patients with gastric cancer undergoing surgery at Iran Cancer Institute from 1995 to 1999 were analyzed. Cox-Snell Residuals and Akaike Information Criterion were used to compare parametric and semi-parametric Cox models in modeling transition rates among different states of a multi-state model. R 2.15.1 software was used for all data analyses. Results: Analysis of Cox-Snell Residuals and Akaike Information Criterion for all probable transitions among different states revealed that parametric models represented a better fitness. Log-logistic, Gompertz and Log-normal models were good choices for modeling transition rate for relapse hazard (state $1{\rightarrow}state$ 2), death hazard without a relapse (state $1{\rightarrow}state$ 3) and death hazard with a relapse (state $2{\rightarrow}state$ 3), respectively. Conclusions: Although the semi-parametric Cox model is often used by most cancer researchers in modeling transition rates of multistate models, parametric models in similar situations- as they do not need proportional hazards assumption and consider a specific statistical distribution for time to occurrence of next state in case this assumption is not made - are more credible alternatives.

• 한국농공학회지
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• 제30권4호
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• pp.134-153
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• 1988

This paper was carried out to investigate the existence of a unique stress- strain behavior by obtaining some factors influencing the time dependent stress- strain behavior of clay. The results obtained from this study were summarized as follows ; 1. The relationship between stress ratro and strain in normally consolidated clay was in- dependent on pre-shear consolidation pressure. Therefore, shear strain could be expressed as a function with stress ratio. 2. The constitutive equation of shear strain on Modified Carn Clay Model coincided better with the observed value than Cam Clay Model. 3. The relationships between deviator stress and shear strain, between pore water pressure and shear strain were unified by the mean equivalent pressure. 4. The shear strain contour in norrnally consolidated clay was increased linearly through origin, but that in overconsolidated clay was not in accordance with the result of the former. 5. Because the effective stress path of normally consolidated clay was unified by the mean equivalent pressure, state boundary surface in (e,p,q) space was transformed into two dimensional surface. But it was considered to be suitable that the unified stress- strain in overconsolidated clay be expressed by a function with overconsolidation ratio. 6. The deviator for constant strain was increased linearly with increment of strain rate ($\varepsilon$) on semi-log scale, but pore water pressure was decreased. 7. The behavior of stress relaxation was transformed from linear to curvilinear with inc - rement of strain rate before stress relaxation test, and pore water pressure was increased in total range. 8. The strain of creep was increased linearly with increment of time on semi-log scale. The greater the strain rate before creep test became, the greater the increment of strain of creep became. And the pore water pressure during creep test was increased generally with increment of time on semi-log scale.

• 한국강구조학회 논문집
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• 제13권5호
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• pp.535-545
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• 2001

철골조의 비탄성 거동을 해석하는데 있어 많은 고차해석법이 소개되고 있다. 이 해석법들은 부재의 불완전성과 잔류응력과 같은 재료적인 비선형성 그리고 기하학적 비선형성에 의한 2차 효과를 직접 해석과정에 반영하여 골조의 거동을 좀더 정확히 예측할 수 있다. 이 가운데 비교적 간편하면서도 정확성이 높은 수정소성힌지 해석법을 도입하고 반강접합부의 모델링을 위해 이미 개발하여 제안한 로그 모델을 적용 해석프로그램(RPH-2DF)을 작성하였다. 이 프로그램의 검증을 위해 두께 중복형 접합부를 갖는 골조실험 결과와 해석 결과를 비교하였다. 또한 강접 골조의 거동과 반강 접합부를 갖는 골조의 거동 차이를 규명하기 위해 MIDAS-GEN v4.2.2로 설계된 10층 가새 골조를 대상으로 RPH-2DF를 이용한 해석결과와 비교하였다.

• 한국해양공학회:학술대회논문집
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• 한국해양공학회 2003년도 춘계학술대회 논문집
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• pp.141-148
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• 2003

This paper presents a rotating ann test for assessment of an underwater hybrid navigation system for a semi-autonomous underwater vehicle. The navigation system consists of an inertial measurement unit (IMU), an ultra-short baseline (USBL) acoustic navigation sensor and a doppler velocity log (DVL) accompanying a magnetic compass. The errors of inertial measurement units increase with time due to the bias errors of gyros and accelerometers. A navigational system model is derived to include the error model of the USBL acoustic navigation sensor and the scale effect and bias errors of the DVL, of which the state equation composed of the navigation states and sensor parameters is 25 in the order. The conventional extended Kalman filter was used to propagate the error covariance, update the measurement errors and correct the state equation when the measurements are available. The rotating ann tests are conducted in the Ocean Engineering Basin of KRISO, KORDI to generate circular motion in laboratory, where the USBL system was absent in the basin. The hybrid underwater navigation system shows good tracking performance against the circular planar motion. Additionally this paper checked the effects of the sampling ratio of the navigation system and the possibility of the dead reckoning with the DVL and the magnetic compass to estimate the position of the vehicle.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제14권12호
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• pp.4909-4926
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• 2020

Cyberattacks penetrate the server and perform various malicious acts such as stealing confidential information, destroying systems, and exposing personal information. To achieve this, attackers perform various malicious actions by infecting endpoints and accessing the internal network. However, the current countermeasures are only anti-viruses that operate in a signature or pattern manner, allowing initial unknown attacks. Endpoint Detection and Response (EDR) technology is focused on providing visibility, and strong countermeasures are lacking. If you fail to respond to the initial attack, it is difficult to respond additionally because malicious behavior like Advanced Persistent Threat (APT) attack does not occur immediately, but occurs over a long period of time. In this paper, we propose a technique that detects an unknown attack using an event log without prior knowledge, although the initial response failed with anti-virus. The proposed technology uses a combination of AutoEncoder and 1D CNN (1-Dimention Convolutional Neural Network) based on semi-supervised learning. The experiment trained a dataset collected over a month in a real-world commercial endpoint environment, and tested the data collected over the next month. As a result of the experiment, 37 unknown attacks were detected in the event log collected for one month in the actual commercial endpoint environment, and 26 of them were verified as malicious through VirusTotal (VT). In the future, it is expected that the proposed model will be applied to EDR technology to form a secure endpoint environment and reduce time and labor costs to effectively detect unknown attacks.

• 응용통계연구
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• 제30권4호
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• pp.539-553
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• 2017

본 논문에서는 사망과 같은 종말사건의 발생 유무는 알고 있지만 치매 발병과 같은 중간사건이 구간중도절단 되었거나 연구 기간 도중에 추적이 끊겨 결측된 준경쟁적위험 자료에 대해 다중상태모형을 적용하여 모수를 추정하는 방법을 제안하였다. 이를 위해 본 논문에서는 상태 간의 전이강도는 로그정규 프레일티를 랜덤효과로 가진 Lin과 Ying(1994)의 가산위험모형을 따른다고 가정하였다. 다섯 가지 상태를 가진 다중상태모형에서 가능한 여섯 가지 경로별로 조건부우도를 정의하였고, 주변우도를 구하기 위해 조정중요표본추출법을 적용하였으며 반복유사뉴튼 방법으로 최적해를 구하였다. 소표본 모의실험을 통해 모수의 95% 신뢰구간 포함률이 명목값에 얼마나 가까운지 살펴보았으며, 제안한 모형을 Persones $Ag{\acute{e}}es$ Quid (PAQUID) 자료 (Helmer 등, 2001)에 적용하고 그 결과를 해석하였다.

• 한국산업융합학회 논문집
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• 제2권1호
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• pp.35-43
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• 1999

The purpose of this study is to derive the optimal methodology estimating the changes of fluvial hydraulic characteristics due to semi-covering work of urban stream. First, after collecting the data of the daily maximum rainfall of Chungju gaging station, the frequency analysis was carried out with frequency factor method, which includes normal, two-parameter and three-parameter lognormal, Gumbel-Chow, pearson type III, log-pearson type III distribution, and the goodness of fit test was executed by $x^2$-test and Kormogorov-Smimov test. Using the SCS method, the effective rainfall was estimated and the peak flow was calculated by the area-routing method. The HEC-2 model was applied to calculate water surface profiles for steady, gradually varied flow at Kyohyun river system in Chungju city. The model was applied to floodplain and riverbed management to evaluate flood way encroachments and to delineate flood hazard by riverside roadway construction. The model also was used to evaluate effects on water surface profiles of river improvement and levees as well as the presence of bridges or other hydraulic structures in the floodplain.