• Tuberculosis and Respiratory Diseases
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• v.50 no.1
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• pp.42-51
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• 2001

Background : Recently, cardiopulmonary exercise testing (CPX) has become a popular diagnostic method for differentiating the main cause of exertional dyspnea or exercise limitation. We evaluated the difference in the CPX results according to interpretative algorithms and the methals of exercise in Korea. Method : Sixty-six patients with chronic lung disease and 48 adults with dyspneic symptoms, but with no abnormalities in a spirometry performed symptom limited CPX, were included in this study. The results were interpreted using both Wasserman's(WA) and Eschenbacher's algorithm (EA), and a comparison between both algorithms was made. Thirty-three healthy medical students performed the CPX with a cycle ergometer and treadmill. The results were interpreted with EA and the concurrence in interpretations was evaluated accord ing to the methods of exercise. Results : 1. In patients with chronic lung disease, the overall concordance rate between the two algorithms was 63.6%. The concordance rates waw 69.8% in patients with obstructive, 25.0% in those with restrictive, and 66.7% in those with mixed pulmonary insufficiency. In patients with dyspneic symptoms but normal findings in resting spirometry, the concordance rate was 60.4%. 2. In healthy medical students, in results inter preted with EA, the concordance rate between the cycle ergometer and treadmill exercise was 25.0%. Conclusion : Both interpretative algorithms and methods of exercise may affect the CPX results. In using CPX as a diagnostic test for the causes of dyspnea in the Korean population. the interpretative algorithms and method of exercise need to be standardized, and a predictive $VO_2$max equation needs to be established.

• Journal of the Korean Association of Geographic Information Studies
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• v.23 no.3
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• pp.120-131
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• 2020

Water body detection using remote sensing based on machine interpretation of satellite image is efficient for managing water resource, drought and flood monitoring. In this study, water body detection with SAR satellite image based on machine learning was performed. However, non water body area can be misclassified to water body because of shadow effect or objects that have similar scattering characteristic comparing to water body, such as roads. To decrease misclassifying, 8 combination of morphology open filtered band, DEM band, curvature band and Cosmo-SkyMed SAR satellite image band about Mokpo region were trained to semantic segmentation machine learning models, respectively. For 8 case of machine learning models, global accuracy that is final test result was computed. Furthermore, concordance rate between landcover data of Mokpo region was calculated. In conclusion, combination of SAR satellite image, morphology open filtered band, DEM band and curvature band showed best result in global accuracy and concordance rate with landcover data. In that case, global accuracy was 95.07% and concordance rate with landcover data was 89.93%.

• Pediatric Gastroenterology, Hepatology & Nutrition
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• v.7 no.2
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• pp.215-227
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• 2004

Purpose: The prevalence of childhood obesity has increased dramatically. It is important to know about life style and dietary habits of the obese children because the treatment of childhood obesity focuses on using behavioral modification techniques. We aimed to develop a questionnaire for the purpose of providing convenient and useful guidance to pediatricians who evaluate and treat obese children. Methods: Previously developed questionnaire was given to 94 obese children and their parents who had visited clinic for obese children and adolescents. We analyzed response rates on questions and reliability between children and their parents. Results: The response rates on questions were somewhat high. Agreement of paired questions of both parents and children was also moderately high (63~92%). It is acceptable to complete questions by either parents or children alone. Items for hours of playing video games or computer, maternal job, kind of consuming beverage and food outside home were added. Conclusion: We concluded that some questions are not needed to be given to both parents and their children. It would be better to have parents record life style of their children and to have children record their food intake with physical activity outside home.

• Pediatric Infection and Vaccine
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• v.24 no.1
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• pp.31-36
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• 2017

Purpose: This study aimed to examine the accuracy of rapid influenza diagnostic tests (RIDT) in children with an influenza-like illness and to evaluate factors associated with greater accuracy. Methods: Pediatric patients, who visited Hallym University Sacred Heart Hospital with an influenza-like illness between June 2011 and May 2016, were enrolled in this study. We tested 798 samples using a real-time polymerase chain reaction (PCR) for respiratory viruses and compared the results with rapid influenza tests. Results: In comparison with the results of the multiplex PCR, the positive agreement rates of RIDT for influenza A and B virus were 75.7% and 60.0%, respectively. The performance of RIDT varied according to days after fever onset. The positive agreement rates of RIDT for influenza A and B tests, performed within 4 days of fever onset, were 77.6% and 73.2%, but the rates for tests performed more than 5 days after fever onset were 66.7% and 21.4%, respectively. Conclusions: The RIDT is a quick and simple aid to diagnosis, but is less sensitive than the labeled sensitivity. Moreover, test performance varied according to days after fever onset. Test specimens for RIDT should be collected as soon as possible after the onset of symptoms (less than 4 days).

• KIPS Transactions on Software and Data Engineering
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• v.7 no.6
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• pp.239-248
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• 2018

Many new technologies are studied with the arrival of the 4th industrial revolution. In particular, emotional intelligence is one of the popular issues. Researchers are focused on emotional analysis studies for music services, based on artificial intelligence and pattern recognition. However, they do not consider how we recommend proper music according to the specific emotion of the user. This is the practical issue for music-related IoT applications. Thus, in this paper, we propose an probability-based music emotion classification technique that makes it possible to classify music with high precision based on the range of emotion, when developing music related services. For user emotion recognition, one of the popular emotional model, Russell model, is referenced. For the features of music, the average amplitude, peak-average, the number of wavelength, average wavelength, and beats per minute were extracted. Multiple regressions were derived using regression analysis based on the collected data, and probability-based emotion classification was carried out. In our 2 different experiments, the emotion matching rate shows 70.94% and 86.21% by the proposed technique, and 66.83% and 76.85% by the survey participants. From the experiment, the proposed technique generates improved results for music classification.

• Journal of Korean Society of Forest Science
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• v.100 no.4
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• pp.664-671
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• 2011

Random Walk Model can predict the sediment areas of debris flow but it must be extracted three parameters fitted topographical environment. This study developed the method to extract the optimal values of three parameters - Once flowing volume, Stopping slope and Gravity weight - for Random Walk Model. And the extracted parameters were validated by aerial photographs of the debris flowed area. To extract the optimal parameters was randomly performed, limiting the range values of three parameters and developing an accuracy decision method that is called the rate of concordance. The set of the optimal parameters was decided on highest the rate of concordance and a consistency. As a result, the optimal parameters in Bonghwa county were showed that the once flowing volume is $1.0m^3$, the stopping slope is $4.2^{\circ}$ and the gravity weight is 2 when the rate of concordance is -0.2. The validating result of the optimal parameters showed closely that the rate of concordance is average -0.2.

• Proceedings of the Korea Information Processing Society Conference
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• 2002.04b
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• pp.1175-1178
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• 2002

인터넷의 보급에 의해, 전자화된 문서가 대량으로 유통되게 되었다. 이에 따라, 대량의 전자화 문서로부터 검색 요구에 해당하는 문서를 검색한 기술이 요구되고 있다. 문서 검색 시 복수의 화제나 분야가 혼재한 문서로는, 검색 요구에 해당하는 내용이 문서의 일부분에 존재하는 경우가 대부분이다. 이처럼 문서전체를 검색 대상으로 하는 것이 아니라 검색 요구에 일치한 일부만을 검색한 패시지 기술이 주목되고 있다. 본 논문에서는 패시지가 있는 분야의 화제에 관하여 쓰여진 정리로서 파악하고 부야 연상어를 이용하고, 패시지를 결정한 방법을 제안하였다. 결정된 패시지와 미리 사람에 의하고 결정한 패시지가 어느 정도 일치하고 있는지를 비교하여 제안 방법의 유효성을 평가한 결과 적합율이 약 80%, 평균 재현율이 약 67%되어, 유효성을 확인할 수 있었다.

• Proceedings of the Korea Contents Association Conference
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• 2015.05a
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• pp.443-444
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• 2015

본 연구에서는 GX 프로그램의 하나인 스피닝 운동을 모델로 사용자의 골격을 추적하여 강사 아바타와의 동작 일치율을 판단하고, 스피닝 운동 중 감성을 분석하여 사용자에게 맞춤형 운동을 추천한다. 또한 현장감과 몰입감 증대를 위해 바람, 조명, 진동 등 다양한 실감효과를 제공하는 스포테인먼트 스피닝 시스템을 개발하고, 가정에서 원격지의 사용자와의 경연 서비스를 제공할 수 있는 실감 체험형 시스템을 제안한다.

• 프린팅코리아
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• s.15
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• pp.57-59
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• 2003

관세는 국가가 조세법률주의의 원칙에 따라 법률에 의하여 국가재정의 수입 또는 국내산업의 보호를 목적으로 수입물품에 대하여 부과하는 조세이다. 관세의 전제가 되는 관세선(custom line)은 관세에 관한 법률규제가 이루어지는 경계로서, 정치적 경계인 국경선(national frontier)과 일치하는 것이 일반적이지만 반드시 일치하는 것은 아니다. 정치적으로는 자국의 영역이라도 관세제도상으로는 타국의 영역과 동일하게 다루어지는 자유무역지역, 그와 반대로 정치적으로는 타국의 영역일지라도 관세제도상으로는 자국의 영역과 다름없는 보세구역이나 관세동맹국 등이 있기 때문이다.

• Proceedings of the Korean Information Science Society Conference
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• 1999.10a
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• pp.501-503
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• 1999

소프트웨어 컴포넌트의 재사용은 새로운 소프트웨어를 개발하기 위해 이미 개발되어진 컴포넌트나 적절하게 수정된 컴포넌트를 사용하는 것이다. 따라서 컴포넌트 저장소에 저장되어 있는 컴포넌트를 효율적으로 검색할 수 있어야 하며, 검색된 컴포넌트를 적용하여 새로운 소프트웨어를 개발할 수 있어야 한다. 이 논문에서는 컴포넌트 저장소에 XML 기반으로 명세된 컴포넌트들의 검색 방법과 소프트웨어 아키텍쳐 재구성을 위한 구조 검색 방법을 제안한다. 제안한 검색 방법에서 시그니쳐 일치 방법은 컴포넌트 검색의 재현율을 향상시키며, 행위 일치 검색은 컴포넌트 검색의 정확성을 향상시킬 수 있다. 또한, 구조 검색 방법은 소프트웨어 아키택쳐의 재구성을 위해 컴포넌트의 구조적인 관점에서 컴포넌트를 검색할 수 있다.