• 한국정보처리학회:학술대회논문집
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• 한국정보처리학회 2024년도 춘계학술발표대회
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• pp.590-591
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• 2024

최근에 개인 데이터의 프라이버시가 중요해 지면서, 딥러닝 분야에서 개인 데이터 프라이버시 보호할 수 있는 연합학습 기술이 주목받고 있다. 특히 5G MEC나 블록체인 환경과 같이 통신 부하 및 지연 시간이 중요한 영역에서 연합학습 모델의 전송 비용 감소에 관한 연구가 활발히 진행 중이다. 본 논문에서는 연합학습 과정에서 효율적인 모델 전송을 위해 레이어 단위로 모델을 전송하는 기법을 제안한다. 실험 결과를 통해, 레이어 단위로 전송함으로써, 전송 데이터는 66% 줄어들 수 있지만, 정확도 변화는 1% 이내임을 확인하였다.

• 제어로봇시스템학회:학술대회논문집
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• 제어로봇시스템학회 1996년도 Proceedings of the Korea Automatic Control Conference, 11th (KACC); Pohang, Korea; 24-26 Oct. 1996
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• pp.219-222
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• 1996

Authors ahve developed ALFLEX simulation program which can implement the flight simulation ad control system design of ALFLEX efficiently by using aerodynamic data provided by NAL/NASDA. Then we have designed and example of flight path and altitude control system of ALFLEX. The philosophy of the design method is explained in detail, and a flight simulation result is shown, which verifies the fine performance of the system.

• Journal of Chest Surgery
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• 제30권10호
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• pp.949-960
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• 1997

연구배경. 폐이식 분야에서 이식받아야 할 공여폐의 부족은 많은 문제점으로 되어 있다. 따라서 이상적인 폐관류-보존액인 세포내액성 용액이나 세포외액성 용액의 개발을 위하여 안전하고 장기간의 폐보존이 가능 한 많은 동물실험 연구가 시행되어 지고 있다. 연구자들은 세포외액성 용액인 LPDG용액을 이용하여 20시간 이상 폐보존의 효과를 연구하기 위하여 대조군으로 세포내액성 용액인 modified Euro-Collins(MEQ용액을 사 용하였다. 방법. 실험은 평균 20 Kg 이상의 한국산 잡종견 34마리를 구하여 17마리씩 공여견과 수용 견으로 암수 구 분없이 나누어 LPDG-꽁액군이 9례 MEC용액군이 8례로써 좌측 일측폐이식술을 시행하였다. 공여폐의 보존은 1$0^{\circ}C$에서 20시간 이상 저장하였으며 각 폐관류-보존용액에 prostaglandinEl(PGEI)을 공여폐획득시에 례동맥을 통해 주입하였다. 이식폐기능의 평가는 이식폐의 재관류후에 30분, 1시간, 2시간후 그리고 술후 3일째와 7일 째 폐동맥 clef를 이용하여 혈역동학적 검사와 동맥혈액가스분석을 시행하였다. 또한 재관류 3시간후와 술후 3일, 7일째에 단순흉부 X-선 촬영, 전산화 흉부 단층촬영 및 99mTc폐관류 스캔\ulcorner 실시하였다. 전 례에서 부검 을 실시하여 병리조직학적 소견을 얻었으며 20시간 이상 폐보존후에 각 용액별 전자현미경적 폐포구조와 폐 동맥내피세포의 소견을 비교하여 보았다. 결과 이식폐의 동맥혈가스분석에서 동맥혈산소분압은 두 용액 모두에서 재관류직후 현저히 감소되었으나 재관류 2시간까지 서서히 회복이 되었으며 이는 LPDG군에서 더 증가되었으나 통계학적 의의는 없었다. 재 관류 1시간후 MEC군이 LPDG군보다 평균폐동맥압이 상승하였고(p<0.05) 재관류 1시간과 2시간에서 LPDG군 이 심박출량이 더 높았다똘<0.05). 그리고 케혈관저항도는 양군 모두 재관류 2시간까지는 감소되거나 큰 변 화가 없다가 3일과 7일까지 점차 상승되었다. 전산화 흉부단층촬영에서 LPDG군이 MEC군보다 폐음영이 재 관류직후와 술후 3일, 7일째에 비교적 나쁘게 나왔으며 폐관류 스캔에서는 재관류직후, 3일후 및 7일후에서 LPDG군이 상대적으로 높게 나왔으나 전반적으로 감소되었으며 통계적 유의성은 얼었다. 병리조직검사에서 양 군모두 82%에서 이식폐의 폐렴소견이 있었고 MEC에서 8례에서 염증소견과 그중 5례는 이식폐치 부전소 견을 보였으며 20시간 이상 폐보존후 \ulcorner자현미경검사에서 양군에서 경증의 폐동맥내피세포의 부종과 불규칙 한 돌출이 관찰되었다. 내피세포의 불규칙한 돌출은 MEC군에서 더 심하게 관찰되었다. 결론: 두 용액 모두에서 재관류직후 폐기능은 급격히 감소하였으나 2시간까지 LPDG용액은 MEC용액보다 비교적 나은 회복을 보였고 재관류 3일과 7일의 폐기능 평가에서 두 용액 모두에서 폐기능의 점차적 소실을 보였으며 이는 병리조직검사에서 보듯이 폐혐에 의한 외적인 요소라고 생각되며 따라서 LPDG용액은 허혈재관류손상 방지 및 급성폐렴 등 염증을 잘 관리한다면 20시간 이상 LPDG용액의 안전한 폐보존의 가능성 을 얻을 수 있었다.

• Journal of Microbiology and Biotechnology
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• 제13권3호
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• pp.354-359
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• 2003

Multiplex-PCR protocols were designed in order to make a rapid identification of MRSA. MecA, femB, and 165 rRNA genes were amplified for making a detection of MRSA. The incidence of MRSA in the clinical isolates of Staphylococcus aureus was examined by using a multiplex-PCR assay. The mecA gene was detected in 266 strains out of 336 clinical isolates of S. aureus, thus the incidence of MRSA was approximately 76.5%. The MRSAs of 247 strains (96.1%) showed resistance to more than eight species of the antimicrobial agents tested. The isolates of MRSA showed 27 different antimicrobial-resistant patterns. The results indicate that many different MRSA strains having high multidrug resistance are actually prevalent in Korea. Also, VISA was screened from the MRSA. Two strains were grown on the BHI agar plate supplemented with $8\;\mu\textrm{g}/ml$ of vancomycin at a frequency of $1/10^8$ colony forming units or higher.

• 한국축산식품학회지
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• 제43권5호
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• pp.792-804
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• 2023

Non-aureus staphylococci (NAS), particularly antimicrobial-resistant NAS, have a substantial impact on human and animal health. In the current study, we investigated (1) the species profiles of NAS isolates collected from healthy broilers, farm environments, and farm workers in Korea, (2) the occurrence of antimicrobial-resistant NAS isolates, especially methicillin resistance, and (3) the genetic factors involved in the methicillin and fluoroquinolone resistance. In total, 216 NAS isolates of 16 different species were collected from healthy broilers (n=178), broiler farm environments (n=18), and farm workers (n=20) of 20 different broiler farms. The two most dominant broiler-associated NAS species were Staphylococcus agnetis (23.6%) and Staphylococcus xylosus (22.9%). Six NAS isolates were mecA-positive carrying staphylococcal cassette chromosome mec (SCCmec) II (n=1), SCCmec IV (n=1), SCCmec V (n=2), or nontypeable SCCmec element (n=2). While two mecA-positive Staphylococcus epidermidis isolates from farm workers had SCCmec II and IV, a mecA-positive S. epidermidis isolate from broiler and a Staphylococcus haemolyticus isolate farm environment carried SCCmec V. The occurrence of multidrug resistance was observed in 48.1% (104/216 isolates) of NAS isolates with high resistance rates to β-lactams (>40%) and fusidic acid (59.7%). Fluoroquinolone resistance was confirmed in 59 NAS isolates (27.3%), and diverse mutations in the quinolone resistance determining regions of gyrA, gyrB, parC, and parE were identified. These findings suggest that NAS in broiler farms may have a potential role in the acquisition, amplification, and transmission of antimicrobial resistance.

• 한국동물위생학회지
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• 제39권3호
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• pp.175-181
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• 2016

Staphylococcus pseudintermedius is an important opportunistic pathogen of dog and cats. Since 2006 there has been a significant emergence of methicillin-resistant S. pseudintermedius (MRSP) mainly due to clonal spread. The aim of this study was to investigated the prevalence of antibiotic resistance and presence of mecA and femA gene in 91 S. pseudintermedius isolates isolated from dogs and cats associated with various clinic infections. Methicillin resistance was confirmed by oxacillin disc diffusion method. MRSP isolate was detected 19 isolates (20.9%). MRSP and methicillin-resistant S. pseudintermedius (MSSP) isolates were highly resistant to penicillin, kanamycin, tetracycline, erythromycin, trimethoprim-sulfamethoxazole, clindamycin, ciprofloxacin, enrofloxacin and choloramphenicol (100~47.3% and 90.3~33.3%, respectively). About 90% of MRSP isolates were multi-drug resistance (resistance to at least five or more antimicrobials), and MSSP isolates was ca 74%. Among the 91 isolates, mecA gene was detected in 25 isolates (27.5%, 19 in MRSP isolates and 6 in MSSP isolates), but none carried the femA gene. Our results indicated MRSA isolates show a strong resistance to antimicrobials commonly used in veterinary medicine. A continuous surveillance and monitoring should be called for to prevent the contamination and spread of MRSP in dogs and cats.

• Membrane and Water Treatment
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• 제11권4호
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• pp.283-294
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• 2020

This work aims at studying the feasibility of continuous removal of mixed heavy metal ions from simulated zinc plating wastewaters by coupling a microbial fuel cell and a microbial electrolysis cell in batch and continuous modes. The discharging voltage of MFC increased initially from 0.4621 ± 0.0005 V to 0.4864 ± 0.0006 V as the initial concentration of Cr⁶⁺ increased from 10 ppm to 60 ppm. Almost complete removal of Cr⁶⁺ and low removal of Cu²⁺ occurred in MFC of the MFC-MEC-coupled system after 8 hours under the batch mode; removal efficiencies (REs) of Cr⁶⁺ and Cu²⁺ were 99.76% and 30.49%. After the same reaction time, REs of nickel and zinc ions were 55.15% and 76.21% in its MEC. Cu²⁺, Ni²⁺, and Zn²⁺ removal efficiencies of 54.98%, 30.63%, 55.04%, and 75.35% were achieved in the effluent within optimum HRT of 2 hours under the continuous mode. The incomplete removal of Cu²⁺, Ni²⁺ and Zn²⁺ ions in the effluent was due to the fact that the Cr⁶⁺ was almost completely consumed at the end of MFC reaction. After HRT of 12 hours, at the different sampling locations, Cr⁶⁺ and Cu²⁺ removal efficiencies in the cathodic chamber of MFC were 89.95% and 34.69%, respectively. 94.58%, 33.95%, 56.57%, and 75.76% were achieved for Cr⁶⁺, Cu²⁺, Ni²⁺ and Zn²⁺ in the cathodic chamber of MEC. It can be concluded that those metal ions can be removed completely by repeatedly passing high concentration of Cr⁶⁺ through the cathode chamber of MFC of the MFC-MEC-coupled system.

• 대한임상검사과학회지
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• 제37권3호
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• pp.155-163
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• 2005

The purpose of this study is to investigate the carrier rate of S. aureus in the community, antibiotic susceptibility patterns of the organism, detection of MRSA and mecA gene in MRSA. Identification and antibiotic resistance patterns of S. aureus and MRSA were done by MicroScan Panels. MRSA strain was confirmed by disk diffusion method using oxacillin disk. The mecA gene in MRSA was detected by PCR. Eighty-four strains (27.4%) of S. aureus were isolated from the nasal specimens of 307 university students in Busan in 2004. Sixty-eight strains (81.9%) of 83 S. aureus were resistant to penicllin, 16 strains(19.3%) to erythromycin, 15 strains (18.1%) to gentamicin, 12 strains (14.5%) to tetracycline, 6 strains (7.2%) to chloramphenicol, 3 strains (3.6%) to ofloxacin, 2 strains (2.4%) to cefepime, clindamycin, imipenem, meropenem, norfloxacin, respectively. One strain (1.2%) was resistant to ciprofloxacin, cefazolin, cefotaxime, cefuroxime, and oxacillin. And all the strains (100%) of 84 S. aureus were susceptible to amoxicilin/K clavulanate, ticarcillin/K clavulanate, trimethoprim/sulfamethoxazole, rifampin, syncroid, teicoplanin, and vancomycin. One strain of 84 S. aureus isolates was methicillin-resistant Staphylococcus aureus (MRSA). The mecA gene was detected from the MRSA strain.

• 한국해양공학회:학술대회논문집
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• 한국해양공학회 2002년도 춘계학술대회 논문집
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• pp.209-214
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• 2002

We developed a small, remote controlled observation ship that can reduce the cost of gathering data for marine and coastal environments. The control system is composed of three microprocessors, one is for overall mission control, another for control of propulsion motors, and the other for sensor operation. For communication system, we adopt direct and indirect methods based on the wireless modem of commercial cellular telephone. The former is a direct communication between the modems of the ship and the server, and the latter is an indirect communication via internet between the ship and the server. The performance of the ship is demonstrated with the results produced by sets of experiments.

• Journal of Information Processing Systems
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• 제17권4호
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• pp.721-736
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• 2021

For the mobile edge computing (MEC) system supporting dense network, a joint allocation algorithm of computing and communication resources based on reinforcement learning is proposed. The energy consumption of task execution is defined as the maximum energy consumption of each user's task execution in the system. Considering the constraints of task unloading, power allocation, transmission rate and calculation resource allocation, the problem of joint task unloading and resource allocation is modeled as a problem of maximum task execution energy consumption minimization. As a mixed integer nonlinear programming problem, it is difficult to be directly solve by traditional optimization methods. This paper uses reinforcement learning algorithm to solve this problem. Then, the Markov decision-making process and the theoretical basis of reinforcement learning are introduced to provide a theoretical basis for the algorithm simulation experiment. Based on the algorithm of reinforcement learning and joint allocation of communication resources, the joint optimization of data task unloading and power control strategy is carried out for each terminal device, and the local computing model and task unloading model are built. The simulation results show that the total task computation cost of the proposed algorithm is 5%-10% less than that of the two comparison algorithms under the same task input. At the same time, the total task computation cost of the proposed algorithm is more than 5% less than that of the two new comparison algorithms.