• 제목/요약/키워드: period classification

검색결과 1,127건 처리시간 0.028초

서포트 벡터 머신을 이용한 심폐소생술 변이의 변화에 따른 제세동 성공률 분석 (Analysis of the Likelihood of Successful Defibrillation as a Change of Cardiopulmonary Resuscitation Transition using Support Vector Machine)

  • 장승진;황성오;이현숙;윤영로
    • 대한의용생체공학회:의공학회지
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    • 제28권4호
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    • pp.556-568
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    • 2007
  • Unsatisfied results of return of spontaneous circulation (ROSC) estimates were caused by the fact that the predictability of the predictors was insufficient. This unmet estimate of the predictors may be affected by transitional events due to behaviors which occur during cardiopulmonary resuscitation (CPR). We thus hypothesized that the discrepancy of ROSC estimates found in statistical characteristics due to transitional CPR events, may affect the performance of the predictors, and that the performance of the classifier dichotomizing between ROSC and No-ROSC might be different during CPR. In a canine model (n=18) of prolonged ventricular fibrillation (VF), standard CPR was provided with administration of two doses of epinephrine 0 min or 3 min later of the onset of CPR. For the analysis of the likelihood of a successful defibrillation during CPR, Support Vector Classification was adopted to evaluate statistical peculiarity combining time and frequency based predictors: median frequency, frequency band-limited power spectrum, mean segment amplitude, and zero crossing rates. The worst predictable period showed below about 1 min after the onset of CPR, and the best predictable period could be observed from about 1.5 min later of the administering epinephrine through 2.0-2.2 min. As hypothesized, the discrepancy of statistical characteristics of the predictors was reflected in the differences of the classification performance during CPR. These results represent a major improvement in defibrillation prediction can be achieved by a specific timing of the analysis, as a change in CPR transition.

에너지 라벨링 그룹화를 이용한 고속 음성인식시스템 (Fast Speech Recognition System using Classification of Energy Labeling)

  • 한수영;김홍렬;이기희
    • 한국컴퓨터정보학회논문지
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    • 제9권4호
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    • pp.77-83
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    • 2004
  • 본 논문에서는 입력된 음성의 음소단위로 추출된 에너지 파라미터를 이용하여 에너지를 라벨링(energy labeling)하고 라벨링된 값에 따라 입력 음성을 그룹화하였다. 그리고 동적패턴정합 수행 시 입력된 실험음성에서 검출된 에너지의 크기에 따라 선택된 라벨의 그룹 내에서 DTW를 수행시켜 처리시간을 단축시켜 저가형 프로세서에서도 고속으로 동작할 수 있게 하고자 하였다. 본 논문의 음성 라벨링 단계는 음성의 구간 검출 및 에너지 파라미터의 추출 단계에서 정확한 파라미터의 검출을 전제로 하기 때문에 이를 보완하기 위해 피치의 주기에 따른 가변윈도우를 사용하였다. 피치주기를 먼저 구하고 그 주기에 200 프레임에서 300프레임 사이에서 윈도우의 크기를 결정함으로써 윈도우의 영향이 제거된 에너지를 구하는 방법을 제안하였다. 실험결과 제안된 방법이 약 $25\%$ 정도의 연산량을 감소시켰다.

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Response of estuary flow and sediment transport according to different estuarine dam locations and freshwater discharge intervals

  • Steven Figueroa;Minwoo Son
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2023년도 학술발표회
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    • pp.519-519
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    • 2023
  • Estuarine dams are a recent and global phenomenon. While estuarine dams can provide the benefit of improved freshwater resources, they can also alter estuarine processes. Due to the wide range of estuarine types and estuarine dam configurations, the effect of estuarine dams on estuaries is not well understood in general. To develop a systematic understanding of the effect of estuarine dam location and freshwater discharge interval on a range of estuarine types (strongly stratified, partially mixed, periodically stratified, and well-mixed), this study used a coupled hydrodynamic-sediment dynamic numerical model (COAWST) and compared flow, sediment transport, and morphological conditions in the pre- and post-dam estuaries. For each estuarine type, scenarios with dam locations at 20, 55 and 90 km from the mouth and discharge intervals of a discharge every 0.5, 3, and 7 days were investigated. The results were analyzed in terms of change in tide, river discharge, estuarine classification, and sediment flux mechanism. The estuarine dam location primarily affected the tide-dominated estuaries, and the resonance length was an important length scale affecting the tidal currents and Stokes return flow. When the location was less than the resonance length, the tidal currents and Stokes return flow were most reduced due to the loss of tidal prism, the dead-end channel, and the shift from mixed to standing tides. The discharge interval primarily affected the river-dominated estuaries, and the tidal cycle period was an important time scale. When the interval was greater than the tidal cycle period, notable seaward discharge pulses and freshwater fronts occurred. Dams located near the mouth with large discharge interval differed the most from their pre-dam condition based on the estuarine classification. Greater discharge intervals, associated with large discharge magnitudes, resulted in scour and seaward sediment flux in the river-dominated estuaries, and the dam located near the resonance length resulted in the greatest landward tidal pumping sediment flux and deposition in the tide-dominated estuaries.

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새만금 간척지토양의 벼생육과정중 전기전도도 분석 (Analysis of Electrical Conductivity during the Growing Period in Saemangum Recaliamed Tidal Lands)

  • 손재권;최진규;구자웅;송재도;김영주
    • 한국농공학회:학술대회논문집
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    • 한국농공학회 2003년도 학술발표논문집
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    • pp.79-82
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    • 2003
  • This study was performed in order to analyze the changes of electrical conductivity during the growing period in Saemangum reclaimed tidal lands soils. According to USDA Salinity Laboratory classification system of salt affected soils, the reclaimed tidal land soils used in this study were saline-sodic soils. As the results obtained from analying the changes of electrical conductivity(EC) during the growing period in reclaimed tidal land soils, EC of irrigation water and soils were no difference among the fertilization quanity, fertilization method and fertilization times.

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데이터마이닝을 이용한 공군 무기정비병의 조기 숙달을 위한 배속방안 연구 (An Effective Recruits' Assignment Method for Early Job Adaptation of Air-munition Maintenance Airmen Using Datamining Technique)

  • 강규영;윤봉규
    • 한국국방경영분석학회지
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    • 제37권1호
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    • pp.147-159
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    • 2011
  • Recently, the military service period has been shortened continuously. Meanwhile, more skilled airmen are needed as the complexity of weapon systems increase. This phenomenon could lead to a disastrous result such as deteriorating the level of the readiness and the fighting power. We suggest a method to improve recruit's maintenance capability rapidly by assigning airmen to jobs appropriate to their characteristics using Datamining methods (K-menas and CART). We focus on the assigning method for air force's air-munition maintenance airmen since they are requested more skilled than other airmen. Grouping airmen with k-means method and devising classification rule with CART algorithm, we found that airmen's proficiency arrival period could be shortened by 1.79 months when they are assigned in the suggested way.

퍼지로직 알고리즘을 이용한 최대수요전력 제어기의 개발 (DEVELOPMENT OF A MAXIMUM DEMAND CONTROLLER USING FUZZY LOGIC)

  • 한흥석;정기철;성기철;윤상현
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1996년도 하계학술대회 논문집 B
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    • pp.778-780
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    • 1996
  • The predictive maximum demand controllers often bring about large number of control actions during the every integrating period and/or undesirable load-disconnecting operations during the begining stage if the integrating period. To solve these problems, a fuzzy predictive maximum demand control algorithm is proposed, which determines the sensitivity if control action by urgency if the load interrupting action along with the predicted demand reading to the target or the time arriving at the end stage if the integrating period. A prototype controller employing the proposed algorithm also is developed and its performances are tested by PROCOM SYSTEMS Corperation of Korea.

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한반도 동북지역 뇌문토기 변천과정 (Formation Process of Pottery with Lighting Design in Northeastern Region of the Korean Peninsula)

  • 김재윤
    • 헤리티지:역사와 과학
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    • 제40권
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    • pp.137-167
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    • 2007
  • 필자는 동북지역 신석기시대에서 청동기시대로의 이행과정을 구체적으로 살펴보기 위해서 뇌문토기를 고찰하였다. 뇌문토기는 현재까지 서북지역 신석기 후기 편년의 근간이 되는 것으로, 동북지역 뇌문토기와의 비교연구를 통해 동-서 지역의 병행관계 설정이 가능한 자료이다. 따라서 서북과 동북의 자료를 모두 검토대상으로 하였다. 동북지역의 뇌문토기 계보와 변천과정을 구체적으로 알아보기 위해서 뇌문토기의 속성을 추출하고 편년작업을 실시하였다. 각 지역의 뇌문토기를 살펴본 결과, 동북지역 뇌문토기는 압록강을 중심으로 한 서북지역의 영향을 강하게 받은 것으로 생각된다. 그 중 서북지역은 3기로 나누어지는데, 속성분석에 따르면 서북지역 2기에 해당하는 뇌문토기가 동북지역에 영향을 준 것으로 판단된다. 동북지역 뇌문토기를 두만강 유역에서 초현한다. 전체적으로 4기로 나누어지는데 2기에 계열 분화되며 3기가 되면 남연해주 내륙으로 확산된다. 남부 연해주에는 뇌문토기 4기, 신석기 말기까지 존재하는 것으로 보인다.

GHS 체계에 대응한 MSDS DB 구축 및 정보 제공 프로그램 개발 (Development of MSDS DB management system corresponding to the Globally Harmonized System of Classification and Labelling of Chemicals (GHS))

  • 임철홍;김현옥;이혜진;안선찬;신현화;양정선
    • 한국산업보건학회지
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    • 제19권4호
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    • pp.347-362
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    • 2009
  • The United Nation agreed to adopt the Globally Harmonized System of Classification and Labelling of Chemicals (GHS) until 2008 to solve the significant differences enough to result in different labels or MSDS for the same chemical in different jurisdictions. Though the GHS is an ideal solution in the respect of pursuing only one format of a MSDS throughout the world, it may cause confusion at the beginning due to lack of information. So the Korean Ministry of Labor (MOL) revised the Industrial Safety and Health Act (ISHA) and related public notice on the classification & labelling of chemicals according to the GHS in 2006. The transition period for the implementation of the GHS for substances was set until Jun 30, 2010, and for mixtures until Jun 30, 2013. To promote the implementation of the GHS in Korea, we developed an application program for constructing MSDS database and a management program for providing MSDS contents on the web in accordance with the GHS. We analyzed the sixteen sections of MSDS by the GHS guideline, and the result showed the necessity to construct logically connected DB for chemical identifier, hazard classification, label, standard phrases and regulatory information. Each section of a MSDS was divided into sub-databases to update the database efficiently. According to Relational Database Management System (RDBMS), the sub-databases were automatically assembled and subsequently a full MSDS is produced. At present, MSDS database for 6,314 substances has been built and provided through internet as the MSDS Editing program. During the service period from January 1 to March 31, 13,666 users have searched MSDSs for 33,401 substances. During program review, some comments about the classification results and other MSDS element sources were reported but no technical bug reported. We expect that the MSDS DB management system in accordance with GHS will accelerate the implementation of the GHS in Korea.

대한신경외과학회지에 발표된 요통 환자의 치료결과 평가방법 (Methods Measuring the Outcome of Patients with Low Back Pain in the Papers of Journal of Korean Neurosurgical Society)

  • 이경석;도재원;윤석만;배학근;윤일규
    • Journal of Korean Neurosurgical Society
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    • 제30권5호
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    • pp.581-585
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    • 2001
  • Objectives : Criteria for evaluating the results of treating low back pain vary widely. We examined the methods measuring the outcome in the papers of Journal of Korean Neurosurgical Society. Methods : We selected all published articles describing the methods measuring the outcome of low back pain in the journal. They were classified into 3 periods such as period 1 for volume 1-20, 2 for volume 21-25, and 3 for volume 26-28. Results : There are 25 articles in period 1, 44 in period 2, and 30 in period 3. The outcome was classified into 0 to 5 classes by more than 15 different methods. Although the terms and descriptive criteria differ, 4 classes were the most common classification, being 16 in period 1, 39 in period 2, and 19 in period 3. The outcome was usually measured by authors' own method in period 1. In period 2, criteria by Gill et al was most commonly used along with many different criteria. Criteria by Prolo et al became a common method in period 3. Conclusion : Varying methods compromised comparative analyses of outcome. A more simple and universally applicable criteria is necessary to facilitate comparisons among various methods of treatment.

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Subchronic Inhalation Toxicity Study of n-pentane in Rats

  • Kim, Jong-Kyu;Cho, Hae-Won;Han, Jeong-Hee;Lee, Sung-Bae;Chung, Yong-Hyun;Rim, Kyung-Taek;Yang, Jeong-Sun
    • Safety and Health at Work
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    • 제3권3호
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    • pp.224-234
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    • 2012
  • Objectives: This study was conducted in order to obtain information concerning the health hazards that may result from a 13 week inhalation exposure of n-pentane in Sprague-Dawley rats. Methods: This study was conducted in accordance with the Organization for Economic Co-operation and Development (OECD) guidelines for the testing of chemicals No. 413 'Subchronic inhalation toxicity: 90-day study (as revised in 2009)'. The rats were divided into 4 groups (10 male and 10 female rats in each group), and were exposed to 0, 340, 1,530, and 6,885 ppm n-pentane in each exposure chamber for 6 hour/day, 5 days/week, for 13 weeks. All of the rats were sacrificed at the end of the treatment period. During the test period, clinical signs, mortality, body weights, food consumption, ophthalmoscopy, locomotion activity, urinalysis, hematology, serum biochemistry, gross findings, organ weights, and histopathology were assessed. Results: During the period of testing, there were no treatment related effects on the clinical findings, body weight, food consumption, ophthalmoscopy, urinalysis, hematology, serum biochemistry, gross findings, relative organ weight, and histopathological findings. Conclusion: The no-observable-adverse-effect level (NOAEL) of n-pentane is evaluated as being more than 6,885 ppm (20.3 mg/L) in both male and female rats. n-pentane was not a classified specific target organ toxicity in the globally harmonized classification system (GHS).