• KSII Transactions on Internet and Information Systems (TIIS)
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• 제6권9호
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• pp.2191-2201
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• 2012

Traffic classification seeks to assign packet flows to an appropriate quality of service (QoS) class based on flow statistics without the need to examine packet payloads. Classification proceeds in two steps. Classification rules are first built by analyzing traffic traces, and then the classification rules are evaluated using test data. In this paper, we use self-organizing map and K-means clustering as unsupervised machine learning methods to identify the inherent classes in traffic traces. Three clusters were discovered, corresponding to transactional, bulk data transfer, and interactive applications. The K-nearest neighbor classifier was found to be highly accurate for the traffic data and significantly better compared to a minimum mean distance classifier.

• 한국물환경학회지
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• 제21권2호
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• pp.158-168
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• 2005

In this study, the discharging effluents from have been 9 municipal wastewater treatment plants surveyed for 1 year-period. Statistics including probability distribution, cumulative occurrence concentration and other statistical parameters were presented. In addition, treatment performance and its stability were also discussed. Most of the plants, have an operational problem of high soluble organic content in the secondary effluent which may be associated with the integrated treatment of human and livestock manures. Nitrogen concentration in the effluents were usually higher during the period of summer and winter. It was found that this is mainly due to lack of the proper C/N ratio during the summer, or/and the effects of low temperature and less dilution by dry weather during the winter. Phosphorus concentration is sharply increased in June. Discussion with plant operators told that it is due to the dissolution of phosphate from the sludge accumulated in the primary settling tanks from the early spring to june. During this period, usually, sludge treatment line is highly overloaded with flush-outs of the sediments also stored in the bottom of combined sewer due to the low flow during winter season. Most of the plants can meet new effluent discharge limits of the nitrogen and phosphorus, and total coliform without further treatment.

• 농촌계획
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• 제23권2호
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• pp.43-54
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• 2017

When an age of low growth and population decline, population migration plays an important role in spatial structure of region. There have been many researches on migration and regional spatial structure. The purpose of this study is to examine the changes of Gwangju and Jeonnam region's spatial structure and central area using social network analysis methods. For analysis it was used that population and migration data and passenger OD(Origin and Destination) travel data released by Statistics Korea and Korea Transport Database(KTDB). Using Gephi 0.8.2, migration and passenger OD networks were visualized, and this describe network flow and density. The results of the network centrality analysis show that the most populated village is not always network center though population mass is an important factor of central places. The average eigenvector centrality of 2010 migration is the lowest during 2005-2015, and it means few regions have high centralities. When comparing migration and travel networks, travel data is more effective than migration data in determining the central location considering spatial functions.

• Restorative Dentistry and Endodontics
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• 제46권1호
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• pp.8.1-8.7
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• 2021

Objectives: The reliability and educational quality of videos on YouTube for patients seeking information regarding instrument separation in root canal treatment were evaluated. Materials and Methods: YouTube was searched for videos on instrument separation in root canal treatment. Video content was scored based on reliability in terms of 3 categories (etiology, procedure, and prognosis) and based on video flow, quality, and educational usefulness using the Global Quality Score (GQS). Descriptive statistics were obtained and the data were analyzed using analysis of variance and the Kruskal-Wallis test. Results: The highest mean completeness scores were obtained for videos published by dentists or specialists (1.48 ± 1.06). There was no statistically significant difference among sources of upload in terms of content completeness. The highest mean GQS was found for videos published by dentists or specialists (1.82 ± 0.96), although there was no statistically significant correlation between GQS and the source of upload. Conclusions: Videos on YouTube have incomplete and low-quality content for patients who are concerned about instrument separation during endodontic treatment, or who experience this complication during endodontic treatment.

• 대한임상검사과학회지
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• 제49권4호
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• pp.382-389
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• 2017

임상 실험실에서의 망상 적혈구 계산은 현재 수동 및 자동으로 구분된다. 현미경에 의한 망상 적혈구 수 검사는 정확성의 결여, 낮은 재현성 등이 망상 적혈구 결과의 정확성에 문제가 있다. 또한, 자동 혈액 분석기의 유동 세포 계측법은 개발 도상국 및 소규모 실험실에서 비용 때문에 사용하기가 어렵다. 따라서 본 연구는 이러한 단점을 보완 할 수 있는 새로운 방법을 찾기 위해 노력했다. 이 연구의 목적은 분광 광도계로 염색 된 망상 적혈구 수를 비교하고 또한 분광 광도계 및 유동 세포 계측기의 통계를 분석하는 것이다. 동일한 8 개의 EDTA 샘플을 36 회 반복하여 분광 광도계와 유동 세포 계측기 사이의 일치도를 비교 하였다. 이 연구는 700~780 nm에서 600 배 희석 한 표본을 10 개의 차이로 측정하였다. 흡광도에 의한 710~730 파장은 표준 및 검사와 양의 상관 관계가 있으며(r=0.967, p<0.01), 변수에 대한 상관 관계를 나타내었다. 결과에 대한 회귀 분석결과 최적 희석 계수는 600 배였다. 따라서 본 연구는 자동 분광 광도계를 이용한 망상 적혈구 흡광도 측정에 대한 경제적인 기여 그리고 망상 적혈구 관련 빈혈에 대한 모니터링 시스템 등에 기여 할 수 있는 기술적 활용을 시도한 것이다. 따라서 더욱 광범위한 연구가 필요할 것으로 사료된다.

• 응용통계연구
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• 제30권3호
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• pp.363-376
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• 2017

보험 시장은 포화되고 그 성장 동력은 소진되어 보험 산업이 저성장에 머물러 있는 가운데 보험사들은 치열한 경쟁 환경에 놓여있다. 이러한 상황에서 보험 상품에 대한 보험수리적 계산의 기초가 되는 보험 청구액의 흐름을 잘 설명할 수 있는 확률분포를 찾아내는 것은 중요한 쟁점이 될 것이다. 보험 청구액의 분포는 일반적으로 두꺼운 꼬리를 가지면서 왼쪽으로 치우친 로그정규분포나 파레토 분포로 잘 설명된다고 알려져 있으나 최근에는 기운 정규분포나 기운 t 분포가 보험 청구액 분포로 적절한 것으로 고찰되었다. Cooray와 Ananda (2005)는 로그정규분포와 파레토 분포의 장점을 모두 가진 로그정규-파레토 복합분포를 제시하고 단일분포보다 더 높은 적합도를 가짐을 확인하였다. 본 논문에서는 기운 정규분포와 기운 t 분포를 머리 부분으로 결합한 새로운 복합분포를 소개하고 덴마크의 화재보험 청구액 데이터와 미국의 배상 지불금 데이터에 적용하여 기존의 다른 복합분포들을 포함하여 여러 단일분포들과 그 성능을 비교한다.

• 천문학회지
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• 제42권3호
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• pp.61-69
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• 2009

Transverse velocity vectors can be determined from a pair of images successively taken with a time interval using an optical flow technique. We have tested the performance of the new technique called NAVE (non-linear affine velocity estimator) recently implemented by Chae & Sakurai using real image data taken by the Narrowband Filter Imager (NFI) of the Solar Optical Telescope (SOT) aboard the Hinode satellite. We have developed two methods of estimating the errors in the determination of velocity vectors, one resulting from the non-linear fitting ${\sigma}_{\upsilon}$ and the other ${\epsilon}_u$ resulting from the statistics of the determined velocity vectors. The real error is expected to be somewhere between ${\sigma}_{\upsilon}$ and ${\epsilon}_u$. We have investigated the dependence of the determined velocity vectors and their errors on the different parameters such as the critical speed for the subsonic filtering, the width of the localizing window, the time interval between two successive images, and the signal-to-noise ratio of the feature. With the choice of $v_{crit}$ = 2 pixel/step for the subsonic filtering, and the window FWHM of 16 pixels, and the time interval of one step (2 minutes), we find that the errors of velocity vectors determined using the NAVE range from around 0.04 pixel/step in high signal-to-noise ratio features (S/N $\sim$ 10), to 0.1 pixel/step in low signa-to-noise ratio features (S/N $\sim$ 3) with the mean of about 0.06 pixel/step where 1 pixel/step corresponds roughly to 1 km/s in our case.

• 한국광물학회:학술대회논문집
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• 한국암석학회.한국광물학회 2000년도 공동학술발표회 논문집
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• pp.19-19
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• 2000

;Ultramafic xenoliths found in alkali basalts from Jeju-do, Korea are mostly spinel Iherzolites composed of olivine, orthopyroxene, clinopyroxene and spinel. A subordinate amount of spinel harzburgites and pyroxenites are also found. Temperatures for these xenoliths were estimated from the compositions of coexisting pyroxenes (Wood '||'&'||' Banno 1973; Wells 1977; Bertrand '||'&'||' Mercier 1985; Brey '||'&'||' Kohler 1990), the AI-solubility in orthopyroxene coexisting with olivine and spinel (Sachtleben '||'&'||' Seck 1981; Webb '||'&'||' Wood 1986), and from Fe/Mg partitioning between olivine and spinel (Ballhaus et al. 1991). Temperature estimates from the thermometers by Wells (1977) and Brey and Kohler (1990) are compatible. Average equilibrium temperatures by these two methods for spinel peridotites range from 890 to 1030$^{\circ}$C. Pressures for spinel peridotites were estimated from the geobarometer by Kohler and Brey (1991) derived from the equilibrium Ca content of olivine coexisting with clinopyroxene, and fall within the range of 12.9 to 26.3 kbar. The combination of the thermometer by Brey and Kohler (1990) and the geobarometer by Kohler and Brey (1991) yields P- T estimates for Jeju-do spinel peridotites that fall in experimentally determined spinel lherzolite field in CFMASCr system (O'Neill 1981). These P-T data sets have been used to construct the Quaternary Jeju-do geotherm, which is significantly different from the conventional conductive geotherm. The xenolith-derived geotherm has a higher T gradient at low P (13 kbar) than at high P, which may be due to perturbation of the conductive heat flow by magma underplating or overplating at the crust-mantle boundary. Temperature estimates and statistics on the xenoliths indicate that the crust/mantle boundary in Jeju-do lies at about 11 kbar (~39 km). Spinellherzolite is inferred as a main constituent rock of the uppermost lithospheric mantle beneath Jeju-do. Pyroxenites were intercalated in peridotites in similar depth and temperature as re-equilibrated veins or lens.

• 한국물환경학회지
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• 제27권5호
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• pp.699-709
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• 2011

The uses of multi-dimensional hydrodynamic and water quality models are increasing to support a sustainable management of large dam reservoirs in Korea. Any modeling study requires selection of a proper spatial dimension of the model based on the characteristics of spatial variability of concerned simulation variables. For example, a laterally averaged two-dimensional (2D) model, which has been widely used in many large dam reservoirs in Korea, assumes that the lateral variations of hydrodynamic and water quality variables are negligible. However, there has been limited studies to give a justification of the assumption. The objectives of this study were to present the characteristics of spatial variations of water quality variables through intensive field monitoring in Daechung Reservoir, and provide information on a proper spatial dimension for different water quality parameters. The monitoring results showed that the lateral variations of water temperature are marginal, but those of DO, pH, and conductivity could be significant depending on the hydrological conditions and local algal biomass. In particular, the phytoplankton (Chl-a) and nutrient concentrations showed a significant lateral variation at R2 (Daejeongri) during low flow periods in 2008 possibly because of slow lateral mixing of tributary inflow from So-oak Stream and wind driven patchiness.

• 융합정보논문지
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• 제11권4호
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• pp.130-136
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• 2021

본 연구는 충남에 거주하는 지체장애인의 이동권 현황을 파악하여, 이들의 이동권을 향상시킬 수 있는 방안을 제시하고자 한다. 이를 위해 2단계에 걸쳐 설문지를 개발하였으며, 일반적 특성, 외출 및 이동현황, 저상버스 및 장애인 콜택시 사용현황, 서비스 개선사항, 광역이동지원센터 관련 문항으로 구성되었다. 연구대상은 충남에 거주하는 지체장애인으로 총 219명이 참여하였다. 조사 결과 응답자 중 54.6%는 매일 외출하였으며, 17.0%는 거의 외출을 하지 않았다. 53.4%의 응답자만 홀로 외출이 가능했으며, 외출하지 않는 주된 이유로는 계단과 대중교통의 불편함을 꼽았다. 응답자 중 26.9%는 저상버스를, 71.1%는 장애인 콜택시를 이용했으며, 이를 위해 각각 66.57분, 42.65분 동안 기다린 것으로 나타났다. 78.7%는 광역지원센터가 필요하다고 한 반면, 49.8%만이 센터를 인지하고 있었다. 연구결과에 기초하여 이동권 향상 방안으로 특별교통수단의 확대, 지체장애인의 보행환경 개선, 광역이동지원센터 기능 활성화 등에 대해 논의하였다.