• 한국산학기술학회논문지
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• 제18권4호
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• pp.34-42
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• 2017

기존의 NIALM 연구들은 부하 식별을 위해 전압 변동은 무시할 수 있고 식별 결과에 영향을 주지 않는다고 가정하기 때문에 일반적으로 전압과 관련된 PF나, 고조파 신호는 부하 식별을 위한 매개 변수로 고려되지 않았으나, 실제 이러한 조건은 스마트 홈 분야에서 NIALM의 응용성이 제한되는 어려움이 만든다. 본 논문의 실험을 통해 부하 모니터링 시스템의 정확성과 신뢰성을 향상시키기 위해 전압과 관련된 매개 변수와 고조파의 특성을 사용해야 한다고 결론을 내렸다. 따라서, 본 논문에서는 홈 네트워크 환경에서 가전기기의 종류 및 전기 에너지 사용량을 효율적으로 분석할 수 있는 개선된 NIALM 방식을 제안한다. 제안된 방식은 가전기기 고유의 특징 및 동작 특성을 분석하고, 일부 가전기기가 가지고 있는 고조파 특성을 인식 매개변수로 활용함으로써 전력 에너지 사용 패턴 분석 및 추적할 수 있게 된다. 본 논문에서 제안된 방식을 통해 홈 네트워크에서 실제 운용되는 가전 에너지 효율성 증대와 스마트그리드 전력 수요관리 시장에 서비스를 제공할 수 있을 것으로 기대한다.

• Asian Pacific Journal of Cancer Prevention
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• 제14권6호
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• pp.3735-3742
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• 2013

Background: Cardamom (Elettaria cardamom), also known as "Queen of Spices", has been traditionally used as a culinary ingredient due to its pleasant aroma and taste. In addition to this role, studies on cardamom have demonstrated cancer chemopreventive potential in in vitro and in vivo systems. Nevertheless, the precise poly-pharmacological nature of naturally occurring chemo-preventive compounds in cardamom has still not been fully demystified. Methods:In this study, an effort has been made to identify the proapoptopic, anti-inflammatory, anti-proliferative, anti-invasive and anti-angiogenic targets of Cardamom's bioactive principles (eucalyptol, alpha-pinene, beta-pinene, d-limonene and geraniol) by employing a dual reverse virtual screening protocol. Experimentally proven target information of the bioactive principles was annotated from bioassay databases and compared with the virtually screened set of targets to evaluate the reliability of the computational identification. To study the molecular interaction pattern of the anti-tumor action, molecular docking simulation was performed with Auto Dock Pyrx. Interaction studies of binding pose of eucalyptol with Caspase 3 were conducted to obtain an insight into the interacting amino acids and their inter-molecular bondings. Results:A prioritized list of target proteins associated with multiple forms of cancer and ranked by their Fit Score (Pharm Mapper) and descending 3D score (Reverse Screen 3D) were obtained from the two independent inverse screening platforms. Molecular docking studies exploring the bioactive principle targeted action revealed that H- bonds and electrostatic interactions forms the chief contributing factor in inter-molecular interactions associated with anti-tumor activity. Eucalyptol binds to the Caspase 3 with a specific framework that is well-suited for nucleophilic attacks by polar residues inside the Caspase 3 catalytic site. Conclusion:This study revealed vital information about the poly-pharmacological anti-tumor mode-of-action of essential oils in cardamom. In addition, a probabilistic set of anti-tumor targets for cardamom was generated, which can be further confirmed by in vivo and in vitro experiments.

• 대한암한의학회지
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• 제26권1호
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• pp.1-15
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• 2021

Objective: The aim of this review is to analyze the studies using syndrome differentiation questionnaire in cancer patients. Methods: We searched electronic databases including Pubmed, google scholar, Cochrane library, CNKI, KISS, RISS and OASIS. Key words used for searching were cancer, Korean medicine, pattern identification, and questionnaire. Studies using a symptom differentiation questionnaire to cancer patients were selected. Results: 35 studies were enrolled. A total of 17 questionnaires was used. Most of the types of included studies were observational studies, followed by randomized controlled trials (RCTs) and validation studies. The purposes of using questionnaires were rrelation analysis, outcome measurement, evaluating adverse events, subgroup analysis, and questionnaire development. The most used questionnaire was Body Constitution Questionnaire (BCQ), and it was used 8 times, Questionnaire for the Sasang Constitution Classification II (QSCC II) was used 5 times, Constitution in Chinese Medicine Questionnaire (CCMQ), TCM-Symptom Complex Differentiation Questionnaire (TCM-SCDQ), Yin Deficiency Questionnaire were used 4 times, and Qi Blood Yin Yang Deficiency Questionnaire was used twice. BCQ is a questionnaire diagnosing and evaluating yang deficiency, yin deficiency, and blood stasis. It has high reliability, validity, and optimal cut-off value. Conclusion: BCQ is the most used syndrome differentiation questionnaire in cancer-related studies. So, BCQ could be recommended in syndrome differentiation-related cancer studies.

• 동의신경정신과학회지
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• 제21권2호
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• pp.141-155
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• 2010

Objectives : This study was performed to develop a standard instrument of oriental medical evaluation for hwa-byung. Methods : The advisor committee on this study was organized by 17 neuropsychiatry professors of oriental medical colleges. The items and structure of the instrument were quoted from the instrument of pattern identification for hwa-byung. We took consultation twice from the advisor committee and we also took additional advices by e-mail. Results : We discriminated between bian-zheng and su-zheng from the answers of the advisor committee. We got the mean weight of each symptom and sign from the answers of the advisor committee. We got the final weight from the combination of the ratio of bian-zheng to the number of all answers of the advisor committee and mean weight. Conclusions : The instrument of oriental medical evaluation for hwa-byung was developed through experts' discussion. If the validity and reliability of this instrument is confirmed through additional clinical trial, the instrument of oriental medical evaluation for hwa-byung is expected to be applied to the subsequent research.

• International Journal of Fuzzy Logic and Intelligent Systems
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• 제14권4호
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• pp.288-294
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• 2014

Understanding a ship's present position has been one of the most important tasks during a ship's voyage, in both ancient and modern times. Particularly, a ship's dead reckoning (DR) has been used for predicting traffic situations and collision avoidance actions. However, the current system that uses the traditional method of calculating DR employs the received position and speed data only. Therefore, it is not applicable for predicting navigation within the harbor limits, owing to the frequent changes in the ship's course and speed in this region. In this study, planned routes were applied for improving the reliability of the proposed system and predicting the traffic patterns in advance. The proposed method of determining the dead reckoning position (DRP) uses not only the ships' received data but also the navigational patterns and tracking data in harbor limits. The Mercator sailing formulas were used for calculating the ships' DRPs and planned routes. The data on the traffic patterns were collected from the automatic identification system and analyzed using MATLAB. Two randomly chosen ships were analyzed for simulating their tracks and comparing the DR method during the timeframes of the ships' movement. The proposed method of calculating DR, combined with the information on planned routes and DRPs, is expected to contribute towards improving the decision-making abilities of operators.

• Smart Structures and Systems
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• 제33권2호
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• pp.93-103
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• 2024

Despite the rapid development of sensors, structural health monitoring (SHM) still faces challenges in monitoring due to the degradation of devices and harsh environmental loads. These challenges can lead to measurement errors, missing data, or outliers, which can affect the accuracy and reliability of SHM systems. To address this problem, this study proposes a classification method that detects anomaly patterns in sensor data. The proposed classification method involves several steps. First, data scaling is conducted to adjust the scale of the raw data, which may have different magnitudes and ranges. This step ensures that the data is on the same scale, facilitating the comparison of data across different sensors. Next, informative features in the time and frequency domains are extracted and used as input for a deep neural network model. The model can effectively detect the most probable anomaly pattern, allowing for the timely identification of potential issues. To demonstrate the effectiveness of the proposed method, it was applied to actual data obtained from a long-span cable-stayed bridge in China. The results of the study have successfully verified the proposed method's applicability to practical SHM systems for civil infrastructures. The method has the potential to significantly enhance the safety and reliability of civil infrastructures by detecting potential issues and anomalies at an early stage.

• 동의신경정신과학회지
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• 제21권3호
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• pp.1-18
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• 2010

Objectives : This study was performed to develop a standard instrument of oriental medical evaluation for jing ji and zheng chong. Methods : The advisor committee on this study was organized by 17 neuropsychiatry professors of oriental medical colleges. The items and structure of the instrument were quoted from the instrument of pattern identification for jing ji and zheng chong. We took consultation twice from the advisor committee and we also took additional advices by e-mail. Results : We discriminated between bian-zheng and su-zheng from the answers of the advisor committee. We got the mean weight of each symptom and sign from the answers of the advisor committee. We got the final weight from the combination of the ratio of bian-zheng to the number of all answers of the advisor committee and mean weight. Conclusions : The instrument of oriental medical evaluation for jing ji and zheng chong was developed through experts' discussion. If the validity and reliability of this instrument is confirmed through additional clinical trial, the instrument of oriental medical evaluation for jing ji and zheng chong is expected to be applied to the subsequent research.

• 대한한의학회지
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• 제36권3호
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• pp.53-64
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• 2015

Objectives: The aim of study was to develop a standard instrument of oriental medical evaluation lung cancer. Methods: For this study, the committee advisor was organized by 10 Korean Medicine professors of the Korean Association of Traditional Oncology. The items and structure of the instrument were quoted from the instrument of pattern identification for lung cancer. We had a consultation with the committee twice and took additional advice from it via E-mail. Results: According to the research, we determined the Korean oriental medical assessment tool for lung cancer comprised of the 6 types of patterns of syndrome differentiation. The advisor committee gave the answers about discrimination between bian-zheng and su-zheng, mean weight of each symptom and sign. The final weight was calculated from the combination of the ratio of bian-zheng and mean weight. Conclusions: The instrument of oriental medical evaluation for lung cancer was developed through experts' discussion. If the validity and the reliability of this instrument are validated through additional clinical trial, the instrument of oriental medical evaluation for lung cancer is expected to be applied to the later research.

• 한국지능시스템학회논문지
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• 제18권2호
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• pp.169-174
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• 2008

최근 정보화 시대에 발맞추어 보안에 관한 중요성이 증가하고 있다. 따라서 지문, 장문, 서명, 홍채 인식과 같은 생체 인식시스템에 대한 관심이 급증하고 있고, 그 중에서 가장 신뢰성과 보안성에서 뛰어난 홍채 인식에 대한 연구가 활발히 진행중이다. 홍채 인식의 환한 연구는 많이 진행되어 왔지만 홍채 인식의 가장 큰 이슈는 홍채 영역 분할과 특징 추출로 할 수 있다. 본 논문에서는 곡선에 유연한 곡선 검출기를 이용하여 기존 원형 검출기가 갖는 문제점을 극복하고, 보다 정확한 홍채 영역 분할을 이루었다. 따라서 주변 환경의 변화에 신속히 대처할 수 있고, 기하학적인 경계 검출에 유용하다.

• 대한한의학회지
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• 제44권1호
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• pp.38-55
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• 2023

Objectives: The purpose of this study was to provide direction for future research in the field of Korean medicine by analyzing microbiome based technologies emerging as a new diagnostic and treatment paradigm. Methods: To achieve the purpose of the study intellectual property data was used. After establishing citation network from registered microbiome-related US patents, citation network was analyzed by knowledge persistence-based main path approach to understanding technological trajectories. Furthermore, community detection algorithms were used to quantitatively identifying specific technological domain in a particular time period. Results: Results shows that early technologies in livestock industry contribute most to the recent patents. Knowledge in the patents flow through the path of food and beverage technological domain, and finally are inherited to the recent development of diagnosis, treatment and prevention technic. Conclusions: This study indicate that developing diagnostic tools which can link the composition of microbiome to specific diseases should be given high priority. Researches should lead to novel therapeutic strategies. Specifically, improving reliability of pattern identification and finding effective therapeutic compositions based on principles of Korean medicine is necessary.