• Educational Technology International
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• 제20권1호
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• pp.83-107
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• 2019

The aim of this study is to provide the values and descriptive implications of the Design Thinking (DT) method into the context of educational problems of practice in an undergraduate course. To achieve the research objective, both quantitative and qualitative studies were conducted. For the qualitative study, the student's productions and reflections on the experience of the application of the DT into educational problems were analyzed. For the quantitative research, one-group pre and post-test were designed to validate the effectiveness of the DT method into educational contexts in terms of creativity level to measure the student's Creativity Potential and Practiced Creativity, Academic Self-Efficacy Scale, and Problem-Solving Inventory. This study validated that the DT method had a statistically significant influence on those three competencies and also illustrated the detailed process from a qualitative viewpoint. The results and implications reflect the potential of the DT approach with the educational problem of practice, especially, in the ill-structured problem-solving contexts for student-centered instructional setting.

• International Journal of Computer Science & Network Security
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• 제23권11호
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• pp.190-194
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• 2023

By looking the importance of communication, data delivery and access in various sectors including governmental, business and individual for any kind of data, it becomes mandatory to identify faults and flaws during cyber communication. To protect personal, governmental and business data from being misused from numerous advanced attacks, there is the need of cyber security. The information security provides massive protection to both the host machine as well as network. The learning methods are used for analyzing as well as preventing various attacks. Machine learning is one of the branch of Artificial Intelligence that plays a potential learning techniques to detect the cyber-attacks. In the proposed methodology, the Decision Tree (DT) which is also a kind of supervised learning model, is combined with the different cross-validation method to determine the accuracy and the execution time to identify the cyber-attacks from a very recent dataset of different network attack activities of network traffic in the UNSW-NB15 dataset. It is a hybrid method in which different types of attributes including Gini Index and Entropy of DT model has been implemented separately to identify the most accurate procedure to detect intrusion with respect to the execution time. The different DT methodologies including DT using Gini Index, DT using train-split method and DT using information entropy along with their respective subdivision such as using K-Fold validation, using Stratified K-Fold validation are implemented.

• 한국측량학회지
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• 제33권6호
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• pp.517-526
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• 2015

Among the various image fusion or pan-sharpening methods, those wavelet-based methods provide superior radiometric quality. However, the fusion processing is not only simple but also flexible, since many low- and high-frequency sub-bands are often produced in the wavelet domain. To address this issue, a novel DT-CWT (Dual-Tree Complex Wavelet Transform) proportional to the fusion method by a WZP (Wavelet Zero-Padding) is proposed. The proposed method produces a single high-frequency image in the spatial domain that is injected into the LRM (Low-Resolution Multispectral) image. Thus, a wavelet domain fusion can be simplified to spatial domain fusion. In addition, in the proposed DT-CWTP (DT-CWT Proportional) fusion method, it is unnecessary to decompose the LRM image by adopting WZP. The comparison indicates that the proposed fusion method is nearly five times faster than the DT-CWT with SW (Substitute-Wavelet) fusion method, meanwhile simultaneously maintaining the radiometric quality. The conducted experiments with WorldView-2 satellite images demonstrated promising results with the computation efficiency and fused image quality.

• Computers and Concrete
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• 제29권3호
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• pp.161-168
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• 2022

Bridges using double-tee (DT) girders from 12 m to 15 m are one of the good choices to improve accessibility in rural areas of the Mekong River Delta. In this study, nonlinear finite element method (FEM) analysis was conducted with different constitutive laws of materials. The FEM analysis results were compared to experimental results to confirm the applicability of the constitutive laws of materials for DT girders. A parametric study through FEM analysis was then conducted to investigate the effect of span lengths, top flange depths, and a number of prestressing tendons on the capacity of DT girders in order that propose DT girders for rural bridges. Parametric results showed that the top flange depth of a DT girder for rural bridges could be 120 mm. The DT girder with a span length of 12 m or 13 m could be used 16 tendons, while the DT girder with a span length of 14 m or 15 m could be set up with 20 tendons. The prestressed concrete DT girders based on FEM results can be suggested for the construction of rural bridges.

• 대한의용생체공학회:의공학회지
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• 제28권6호
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• pp.817-824
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• 2007

Tractography using Diffusion Tensor Magnetic Resonance Imaging (DT-MRI) is a method to determine the architecture of axonal fibers in the central nervous system by computing the direction of the principal eigenvector in the white matter of the brain. However, the fiber tracking methods suffer from the noise included in the diffusion tensor images that affects the determination of the principal eigenvector. As the fiber tracking progresses, the accumulated error creates a large deviation between the calculated fiber and the real fiber. This problem of the DT-MRI tractography is known mathematically as the ill-posed problem which means that tractography is very sensitive to perturbations by noise. To reduce the noise in DT-MRI measurements, a tensor-valued median filter which is reported to be denoising and structure-preserving in fiber tracking, is applied in the tractography. In this paper, we proposed the modified gradient descent method which converges fast and accurately to the optimal tensor-valued median filter by changing the step size. In addition, the performance of the modified gradient descent method is compared with others. We used the synthetic image which consists of 45 degree principal eigenvectors and the corticospinal tract. For the synthetic image, the proposed method achieved 4.66%, 16.66% and 15.08% less error than the conventional gradient descent method for error measures AE, AAE, AFA respectively. For the corticospinal tract, at iteration number ten the proposed method achieved 3.78%, 25.71 % and 11.54% less error than the conventional gradient descent method for error measures AE, AAE, AFA respectively.

• Nuclear Engineering and Technology
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• 제24권1호
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• pp.63-74
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• 1992

뮤온 촉매 핵융합에서 뮤온 분자이온 dt$\mu$의 공명 형성율을 수소밀도와 온도의 함수로서 계산하였다. 부분파 방법을 도입하여 t$\mu$와 중양자 사이의 탄성산란 단면적을 구하였고, 충격근사를 써서 여기상태의 [(dt$\mu$)dee]＊의 천이를 구속상태 형성인자로 도출하였다. 여기상태 dt$\mu$의 탈여기 기작으로는 방사선 방출, 오오져, 그리고 충돌 탈여기를 고려하였고 이들에 대한 탈여기폭과 역붕괴폭을 계산하였다. 계산된 반응폭들로부터 공명 상태 dt$\mu$의 형성단면적을 구하고 이것을 써서 수소의 밀도와 온도의 함수로서 dt$\mu$-d, dt$\mu$-t 공명 형성율을 계산하였다. 계산결과로 부터 공명형성율은 수소의 밀도와 더불어 증가하고, 상대충돌 에너지가 공명에너지와 같아지는 온도에서 최대값을 갖는다는 것을 알았다.

• 대한전자공학회논문지SP
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• 제42권1호
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• pp.65-70
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• 2005

본 논문에서는 음향반향제거기에서 상관계수를 이용하여 동시통화 구간을 검출할 때 발생하는 검출 오류에 대하여 다룬다. 상관계수(correlation coefficient)를 이용한 동시통화 검출 알고리즘에서 동시통가와 반향경로의 변화를 명확하게 구분 지울 수 있는 문턱값 설정이 어렵기 때문에 때때로 검출 오류가 발생한다. 반향경로의 변화를 동시통화로 잘못 판단하면 적응필터의 탭 갱신이 멈추어져 더 이상 수렴할 수 없는 상황에 빠지기도 하고, 동시통화 중에 반향경로가 변하는 경우에는 동시통화 구간의 끝점 검출에 실패하기도 한다. 이러한 문제점을 해결하기 위하여 본 논문께서는 반향제거기에 보조필터를 적용하여 동시통화와 반향경로의 변화를 구분할 수 있는 시스템을 제안한다. 이는 기준입력신호 (reference signal)로부터 반향신호는 추정할 수 있지만 근단화자 신호는 추정할 수 없다는 점을 이용한다. 실험을 통해 제안한 시스템 및 알고리즘이 동시통화 검출 오류와 이로 인해 발생하는 문제점을 효율적으로 해결할 수 있음을 확인하였다.

• 한국건축시공학회:학술대회논문집
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• 한국건축시공학회 2020년도 봄 학술논문 발표대회
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• pp.4-5
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• 2020

The research presented in this paper is subject to RC frame that increases seismic capacity by attaching DT(Double T type) steel frame to reinforced concrete column. The object of this study is not only to build experimental database providing necessary information for retrofit column but also to formulate modeling parameters of RC frame retrofitted by DT steel frame through comparing analysis for analytical model predicting inelastic behavior of reinforced concrete members.

• 전기전자학회논문지
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• 제14권2호
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• pp.90-97
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• 2010

본 논문에서는 DT-CMOS(Dynamic Threshold voltage CMOS) 스위칭 소자와 DTMOS Error Amplifier를 사용한 고 효율 전원 제어 장치(PMIC)를 제안하였다. 높은 출력 전류에서 고 전력 효율을 얻기 위하여 PWM(Pulse Width Modulation) 제어 방식을 사용하여 PMIC를 구현하였으며, 낮은 온 저항을 갖는 DT-CMOS를 설계하여 도통 손실을 감소시켰다. 벅 컨버터(Buck converter) 제어 회로는 PWM 제어회로로 되어 있으며, 삼각파 발생기, 밴드갭 기준 전압 회로, DT-CMOS 오차 증폭기, 비교기가 하나의 블록으로 구성되어 있다. 제안된 DT-CMOS 오차증폭기는 72dB DC gain과 83.5위상 여유를 갖도록 설계하였다. DTMOS를 사용한 오차증폭기는 CMOS를 사용한 오차증폭기 보다 약 30%정도 파워 소비 감소를 보였다. Voltage-mode PWM 제어 회로와 낮은 온 저항을 스위칭 소자로 사용하여 구현한 DC-DC converter는 100mA 출력 전류에서 95%의 효율을 구현하였으며, 1mA이하의 대기모드에서도 높은 효율을 구현하기 위하여 LDO를 설계하였다.

• 대한전기학회:학술대회논문집
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• 대한전기학회 1995년도 추계학술대회 논문집 학회본부
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• pp.296-298
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• 1995

This paper proposes a new filter topology that suppresses the high voltage gradient(dv/dt) in ac motor terminals. The high voltage gradient(dv/dt) causes over voltages on the motor windings, the degradation or motor insulation, and the bearing failure. Moreover surge voltage with high voltage gradient(dv/dt) in the PWM inverter red drive system where long line cables are required causes more serious problem to the motor. Thus, the most advisable method is attaching output filter to the inverter output terminals. The conventional output filters have several problems such as bulky size, difficulty or parameter tuning. The proposed filter can be relatively smaller than the conventional filters. By the proposed filter, the shaping or PWM waveform can considerably suppress high dv/dt in motor feeding cable from the inverter. The effectiveness or the proposed filter is compared with that or the conventional one and is verified by the computer simulation.