• 마이크로전자및패키징학회지
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• 제7권2호
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• pp.47-53
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• 2000

TSM(Top Surface Metallurgy)이 증착된 유리기판의 Pb-free 솔더에 대한 젖음성을 무플럭스하에서 wetting balance법으로 평가하였다. TSM 층의 젖음성을 단면 증착시편의 wetting balance법으로부터 도출된 새로운 젖음성 지수들로 평가할 수 있었다. 유리기판의 TSM층으로는, Cu를 젖음층으로 하고 Au를 Cu의 산화 방지 층으로 사용하는 경우가 Au 자체를 젖음층으로 사용하는 경우보다 우수하였다. SnSb 솔더는 SnAg, SnBi, SnIn 솔더보다 TSM층에 대한 젖음특성이 우수하였다. 유리기판에 단면 증착된 TSM과 Pb-free솔더의 접촉각을 $F_{s}$와 기울어짐각을 측정하고, 메니스커스의 정적 상태에서 힘의 평형으로부터 유도된 식을 이용하여 계산할 수 있었다.

• Journal of Information Processing Systems
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• 제19권5호
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• pp.688-701
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• 2023

The conventional methods of network intrusion detection system (NIDS) cannot measure the trend of intrusiondetection targets effectively, which lead to low detection accuracy. In this study, a NIDS method which based on a deep neural network in a big-data environment is proposed. Firstly, the entire framework of the NIDS model is constructed in two stages. Feature reduction and anomaly probability output are used at the core of the two stages. Subsequently, a convolutional neural network, which encompasses a down sampling layer and a characteristic extractor consist of a convolution layer, the correlation of inputs is realized by introducing bidirectional long short-term memory. Finally, after the convolution layer, a pooling layer is added to sample the required features according to different sampling rules, which promotes the overall performance of the NIDS model. The proposed NIDS method and three other methods are compared, and it is broken down under the conditions of the two databases through simulation experiments. The results demonstrate that the proposed model is superior to the other three methods of NIDS in two databases, in terms of precision, accuracy, F1- score, and recall, which are 91.64%, 93.35%, 92.25%, and 91.87%, respectively. The proposed algorithm is significant for improving the accuracy of NIDS.

• 한국자기학회지
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• 제10권3호
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• pp.99-105
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• 2000

두 종류의 유전체 층(A: $SiO_2$, B: T $a_2$ $O_{5}$ )을 주기적으로 적층한 구조에, Bi를 다량 치환한 가네트 박막(M: $Y_{1.93}$ B $i_{1.07}$F $e_{5}$ $O_{12}$ )을 결함층으로 삽입한 (A/B)$^{k}$ /M(B/A)$^{k}$ 의 구조를 갖는 1차원 자성 포토닉 결정의 자기 광학 특성을 수치해석하였다. 가시광과 적외선 영역에서 1차원 자성 포토닉 결정의 자성체 층의 두께( $d_{M}$)와 유전체 층의 적층수(k)를 변화시키며, 투과율(T)과 페러데이 회전각($\theta$$_{F}$ ) 및 성능지수(Q)를 조사하였다. 조사한 1차원 자성 포토닉 결정의 각 국재 모드에서의 페러데이 회전각 및 성능지수의 극대값들은 동일 조성의 단층 가네트 박막에 비해 수 배 내지 수 백 배 큰 값이 얻어졌다. 가시광 영역에서는 k = 11이고, $d_{M}$ = 375 nm일때, 최대값 Q = 0.15이 얻어졌다. 이 값은 단층의 가네트 막에 비해 약 30배 큰 값이며, 이 때의 = 720 nm, T = 0.54, $\theta$ = 8.13$^{\circ}$이었다. 적외선 영역에서는 k = 11이고, $d_{M}$ = 800 nm일때 , 최대값 Q = 0.285(단층 가네트 막에 비해 100배 큰 값)이 얻어졌고, 이 때의 = 1114 nm, T = 0.485, $\theta$$_{F}$ = 18$^{\circ}$이었다.

• 한국산학기술학회논문지
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• 제15권7호
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• pp.4457-4462
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• 2014

본 논문은 현재 폭넓게 연구 되고 있는 투명하면서 유연성을 갖는 플랙서블 투명전극 어플리케이션 (플렉시블 디스플레이, 터치패널, 투명 전자신문, 모바일 기기 등)에 사용 될 수 있는 안테나 설계에 관한 것이다. 안테나는 PIFA(Planar Inverted F-shaped Antenna) 구조의 노트북용 안테나로 플랙서블 (Flexible)한 폴리아미드 (Polyamide)기판위에 제작 되었으며, 안테나 전극은 IZTO/Ag/IZTO의 3층 투명 전극을 이용하여 우수한 전기적, 광학적 특성을 나타내면서 높은 유연성을 가진다. 또한 본 논문에서는 두 가지 전극 (IZTO/Ag/IZTO 3층전극, Ag 단층전극)에 따른 투명도 및 안테나 성능을 비교를 하였다. 안테나의 공진주파수는 WLAN (802.11a)의 5.18~5.32 GHz대역이며, 성능 측정 결과 최대 89 %의 효율과 5.86 dBi의 성능을 갖는다.

• 한국전기전자재료학회논문지
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• 제16권11호
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• pp.975-978
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• 2003

The microwave dielectric properties and the microstructures on B $i_{0.97}$T $m_{0.03}$Nb $O_4$ doped with $V_2$ $O_{5}$ were systematically investigated. B $i_{0.97}$T $m_{0.03}$Nb $O_4$ ceramics sintered at 920-96$0^{\circ}C$ were mainly consisted of orthorhombic and triclinic phases after addition of $V_2$ $O_{5}$. The apparent density increased slightly with increasing the $V_2$ $O_{5}$ addition. The dielectric constants($\varepsilon$$_{r}$) also increased with $V_2$ $O_{5}$ addition(30-45). The Q${\times}$ $f_{0}$ values measured on B $i_{0.97}$T $m_{0.03}$Nb $O_4$ ceramics doped with $V_2$ $O_{5}$ were between 2,000 and 12,000[GHz] when the sintering temperatures were in the range of 920-960[$^{\circ}C$]. It was confirmed that the temperature coefficient of the resonant frequency($\tau$$_{f}$) can be adjusted from a positive value of +10ppm/$^{\circ}C$ to a negative value of -15ppm/$^{\circ}C$ by increasing the amount of $V_2$ $O_{5}$ Based on our experimental results, the B $i_{0.97}$T $m_{0.03}$Nb $O_4$(added $V_2$ $O_{5}$) ceramics can be applied to multilayer microwave devices at low sintering temperatures.ng temperatures.emperatures.ratures.

• 한국자원식물학회지
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• 제25권3호
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• pp.349-356
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• 2012

The antioxidant potential and enzyme activities in Salicornia herbacea, Corylopsis coreana, Erythronium japonicum, Phragmites communis, Momordica Charantia, Nelumbo nucifera, Salvia plebeia, Portulaca oleracea, Ficus carica, Citrus junos and Cornus officinalis were determined. Their antioxidant activities were measured using DPPH radical scavenging and nitrite scavenging activity. Enzyme activities in investigated plants were evaluated as superoxide dismutase (SOD), catalase (CAT), peroxidase (POD), and ascorbate peroxidase (APX). The DPPH scavenging rate from 100 to 2500 $mgL^{-1}$ was the highest in the flower of Corylopsis coreana. However, it was not detected in most of the samples at concentration below 100 $mgL^{-1}$. The nitrite scavenging activity according to each kind of resource plants was significantly higher in the stem of Corylopsis coreana and leaf of Nelumbo nucifera. The root extract of Erythronium japonicum had the highest SOD enzyme activity of 94.0% while leaf of Salvia plebeia showed the lowest SOD enzyme activity of 30.4%. The activity of CAT and APX showed higher values in the stem of Corylopsis coreana, root of Erythronium japonicum and root of Phragmites communis in comparison with other plants. The activity of POD showed significantly high values in stem of Corylopsis coreana, Momordica Charantia and pericarp of Citrus junos extracts. The antioxidant enzyme activities differ significantly in different plants. In conclusion, we showed that Corylopsis coreana, Erythronium japonicum Cornus officinalis, and Momordica Charantia had the potent biological activities. Therefore, these plant resources showing antioxidant activity could be good materials for development of source of functional healthy food.

• 한국정보통신학회논문지
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• 제14권5호
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• pp.1270-1276
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• 2010

본 논문에서는 GSM850/GSM900/DCS1800/DCS1900 대역의 Quad-Band 안테나를 설계 및 제작하였다. 안테나의 소형화를 위해 MD(Magneto-Dielectric) 매질을 사용하여 기존의 PIFA(Planar Inverted-F Antenna) 안테나 보다 67.9%의 크기를 감소시켰으며, 광대역 특성을 얻기 위해 접지된 패치 구조로 커플링 방식을 이용한 간접급전 구조를 사용하였다. 제안한 안테나는 휴대 단말기에 적합한 소형화된 사이즈 ($25\;mm\;{\times}\;10\;mm\;{\times}\;2\;mm$)를 가지며, 동축 케이블을 이용하여 급전하였다. 또한 임피던스 대역폭은 VSWR < 3 (${\leq}\;-6\;dB$)에서 1341 MHz(801~2142 MHz)의 광대역 특성을 나타내며, 동작 대역에서 -6.67~4.25 dBi의 이득 및 전방향성 방사특성을 얻었다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제15권7호
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• pp.2304-2320
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• 2021

Intelligently detecting anomalies in health sensor data streams (e.g., Electrocardiogram, ECG) can improve the development of E-health industry. The physiological signals of patients are collected through sensors. Timely diagnosis and treatment save medical resources, promote physical health, and reduce complications. However, it is difficult to automatically classify the ECG data, as the features of ECGs are difficult to extract. And the volume of labeled ECG data is limited, which affects the classification performance. In this paper, we propose a Generative Adversarial Network (GAN)-based deep learning framework (called CAB) for heart arrhythmia classification. CAB focuses on improving the detection accuracy based on a small number of labeled samples. It is trained based on the class-imbalance ECG data. Augmenting ECG data by a GAN model eliminates the impact of data scarcity. After data augmentation, CAB classifies the ECG data by using a Bidirectional Long Short Term Memory Recurrent Neural Network (Bi-LSTM). Experiment results show a better performance of CAB compared with state-of-the-art methods. The overall classification accuracy of CAB is 99.71%. The F1-scores of classifying Normal beats (N), Supraventricular ectopic beats (S), Ventricular ectopic beats (V), Fusion beats (F) and Unclassifiable beats (Q) heartbeats are 99.86%, 97.66%, 99.05%, 98.57% and 99.88%, respectively. Unclassifiable beats (Q) heartbeats are 99.86%, 97.66%, 99.05%, 98.57% and 99.88%, respectively.

• 한국자원식물학회지
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• 제25권6호
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• pp.753-761
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• 2012

We performed phylogenetic analyses of a total of 21 acessions covering 5 species in the Korean Trigonotis and one outgroup species using nuclear ribosomal ITS and chloroplast rbcL, matK, ndhF sequences. Outgroup were chosen from the closely related genus Lithospermum zollingeri. Both parsimony and Bayesian Inference methods were used to reconstruct the evolutionary history of the group. The evidence collected indicated that phylogenetic relationships among Korean Trigonotis species are unresolved based on nuclear marker (ITS), as the same as based on separated chloroplast sequences. While the phylogenetic relationships of Korean Trigonotis species almost clearly were resolved in combined chloroplast sequences. Thus, the members of Trigonotis coreana can be distinguished to the members of Trigonotis peduncularis in combined cpDNA sequences and Trigonotis nakaii was treated as a synonymed to Trigonotis radicans var. sericea. In addition, the MP and BI analysis showed Trigonotis icumae as sister of the remained Korean Trigonotis species based on combined molecular markers (BI: PP = 1).

• The Journal of Korean Physical Therapy
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• 제22권3호
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• pp.31-35
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• 2010

Purpose: The aim of this study was to use fMRI and clinical prognosis criteria to evaluate therapeutic interventions in stroke patients with corona radiata infarct and acquire fundamental information about recovery mechanisms. Methods: Four subjects (2 men, 2 women) who had strokes with corona radiata infarct were recruited. For all subjects, motor functions such as motricity index (MI), modified brunnstrom classification (MBC), functional ambulatory category (FAC), and bathel index (BI) were evaluated. Evaluations were done at least 4 times over a period of approximately 6~7 months from stroke onset. We compared the final evaluation with the first. Results: All patients with corona radiata infarct showed improvement in motor outcomes with the passing of time. The strength of all patients improved from zero or trace levels to normal or good levels in the MI (Motricity Index) test. Other motor outcomes including the modified brunnstrom classification (MBC), the functional ambulatory category (FAC), and the bathel index (BI) also improved with the passing of time. Conclusion: Stroke patients with corona radiata infarcts change for the better over time. Therefore, one can introduce clinical interventions by the aspect of progress in functional motor recovery.