• 응용통계연구
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• 제17권1호
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• pp.135-144
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• 2004

K-평균 군집화(K-means clustering)는 고객 세분화(customer segmentation) 등 데이터 마이닝에서 중요한 한 몫을 하는 비지도 학습방법 (unsupervised learning method)이다. K-평균 군집화가 재현성(reproducibility)이 있는가를 보기 위하여, 다수의 기존 연구에서는 관측 자료를 2개 셋으로 나눈 자료 분할(data partitioning) 방법이 활용되고 있다. 본 교신에서 우리는 이보다 개념적으로 명확한 새로운 자료 분할 방법을 제안한다. 이 방법은 관측 자료를 3개 셋으로 나누어 그 중 2개 자료 셋을 독립적인 군집화 규칙을 생성하는 데 사용하고 나머지 1개의 자료 셋을 규칙간 일치성을 테스트하는데 사용한다. 또한 2개의 군집화 규칙간 일치성 평가를 위한 지표로서 엔트로피 기준의 환용 방법을 제시한다.

• 한국농공학회논문집
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• 제65권1호
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• pp.1-13
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• 2023

Various techniques for bias correction and statistical downscaling have been developed to overcome the limitations related to the spatial and temporal resolution and error of climate change scenario data required in various applied research fields including agriculture and water resources. In this study, the characteristics of three different statistical dowscaling methods (i.e., SQM, SDQDM, and BCSA) provided by AIMS were summarized, and climate change scenarios produced by applying each method were comparatively evaluated. In order to compare the average rainfall characteristics of the past period, an index representing the average rainfall characteristics was used, and the reproducibility of extreme weather conditions was evaluated through the abnormal climate-related index. The reproducibility comparison of spatial distribution and variability was compared through variogram and pattern identification of spatial distribution using the average value of the index of the past period. For temporal reproducibility comparison, the raw data and each detailing technique were compared using the transition probability. The results of the study are presented by quantitatively evaluating the strengths and weaknesses of each method. Through comparison of statistical techniques, we expect that the strengths and weaknesses of each detailing technique can be represented, and the most appropriate statistical detailing technique can be advised for the relevant research.

• Journal of Periodontal and Implant Science
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• 제26권1호
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• pp.244-254
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• 1996

The periodontal probe is a commonly used instrument to assess periodontal conditions. And so, there has been many studies to develop the accuracy and reproducibility of the periodontal probe. The purpose of this study was to compare two different periodontal probes for measurement reliability and time required to use in subjects with moderate periodontitis. It was done after evaluating reproducibility of probing depth by stent guiding for a Manual probe and a Florida probe in subjects with healthy periodontal condition. The results were as follows 1. In experiment to evaluate the reproducibility of probing depth by stent guiding for a Manual probe and Florida probe in subjects with healthy periodontal condition, there was no major significant difference between intraprobe and interprobe relationships. 2. There were reduced probing measuremint error by using the Florida probe for posterior teeth and by using the Manual probe for anterior teeth of subjects with moderate periodontitis. 3. At proximal area, there was higher measurement error by using the Manual probe than the Florida probe. 4. The mean of pocket depth measurement using Manual probe was signifi cantly higher than that using Florida probe(p<0.05). With increasing pocket depth, interprobe difference increased and reproducibility reduced. 5. There was no significant difference in time required to use between Manual probe and Florida probe(p<0.05). 6. There was slight probing measurement difference between Manual probe and Florida probe at different site, but both probes have similar degrees of reproducibility and similar time required to probe.

• 대한치과교정학회지
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• 제50권4호
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• pp.229-237
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• 2020

Objective: To evaluate the construction reproducibility of a composite tooth model (CTM) composed of an intraoral-scanned crown and a cone-beam computed tomography (CBCT)-scanned root. Methods: The study assessed 240 teeth (30 central incisors, 30 canines, 30 second premolars, and 30 first molars in the maxillary and mandibular arches) from 15 young adult patients whose pre-treatment intraoral scan and CBCT were available. Examiner-Reference (3 years' experience in CTM construction) and Examiners-A and Examiner-B (no experience) constructed the individual CTMs independently by performing the following steps: image acquisition and processing into a three-dimensional model, integration of intraoral-scanned crowns and CBCT-scanned teeth, and replacement of the CBCT-scanned crown with the intraoral-scanned crown. The tooth axis angle in terms of mesiodistal angulation and buccolingual inclination of the CTMs constructed by the three examiners were measured. To assess the construction reproducibility of CTMs, intraclass correlation coefficient (ICC) assessments were performed. Results: The ICC values of mesiodistal angulation and buccolingual inclination among the 3 examiners showed excellent agreement (0.950-0.992 and 0.965-0.993; 0.976-0.994 and 0.973-0.995 in the maxillary and mandibular arches, respectively). Conclusions: The CTM showed excellent construction reproducibility in mesiodistal angulation and buccolingual inclination regardless of the construction skill and experience levels of the examiners.

• 펄프종이기술
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• 제46권3호
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• pp.11-19
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• 2014

Reliability of the novel automatic system capable of measuring both St$\ddot{o}$ckigt sizing degree and contact angle at a time was evaluated through the calculation of its repeatability and reproducibility based on TAPPI Standard Method T 1200. As the basis weight of paper specimen increased, the repeatability and reproducibility of the automatic system became more improved than those from Hercules sizing test and contact angle test designated on TAPPI Standard Method T 530 and T 558. The more improved repeatability and reproducibility implies that a single tester can obtain the similar results under similar test conditions in spite of repetitive testing using the automatic system, and likewise that multiple testers can respectively reproduce similar data without big variation from the same paper specimen using the automatic system. In conclusion, this study is greatly meaningful in having developed the world's first automatic system to measure both St$\ddot{o}$ckigt sizing degree and contact angle simultaneously with excellent repeatability and reproducibility.

• 한국광학회지
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• 제22권2호
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• pp.77-82
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• 2011

광음향 분광학 연구에 빈번히 사용되는 최소 부피 개방형 광음향 셀을 이용하여 광음향 신호를 측정할 경우 최소 부피 광음향셀의 밀폐상태는 광음향 신호의 재현성에 큰 영향을 미친다. 따라서 본 논문에서는 최소 부피 광음향 셀의 밀폐 효율을 높일 수 있는 고무오링 밀폐재를 적용한 구조를 설계하고 제작한 후, 제작한 구조체를 이용하여 다양한 재질의 고무 오링에 대한 광음향 신호를 주파수 별로 측정하고 분석하였다. 실험 결과 진공 그리스를 이용하여 광음향 셀을 밀폐하는 기존의 방식과 비교했을 때, 실리콘 고무 오링을 밀폐재로 사용하는 경우 광음향 신호의 진폭과 위상의 재현성이 각각 최대 53.4%와 80.4%까지 향상될 수 있음을 알 수 있었다.

• 대한치과보철학회지
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• 제24권1호
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• pp.105-116
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• 1986

In order to determine if a relationship exists between the clinical symptoms of TMJ dysfunction and the reproducibility of mandibular movements, twenty one subjects were chosen. The control group consisted of 5 subjects who were determined to be free from signs and symptoms of dysfunction . The sixteen experimental subjects were selected on the basis of their having dysfunctional symptoms. The author obtained two sets of pantographic tracings. Each set consisted of tracings from three both lateral and one protrusive movements. A second set of tracings were recorded immediately on the new recording papers using the same procedure as the first tracing. The tracings were scored by Pantographic reproducibility index (PRI). The obtained results were as follows. 1. Mean PRI scores of groups increased as the degree of dysfunction were increased. 2. For the groups of no or slight dysfunctional symptoms the PRI scores of the second tracing were smaller than the first one, wherea the scores of the second tracing from $D_2,\;D_3$ group were larger than the first tracing. 3. Differences between the mean PRI scores of control group and those of experimental group were statistically significant. 4. The second sets of tracings were more reliable statistically than those of first ones. 5. PRI can be used as a meaningful aid for the evaluation of the diagnostic and therapeutic results of treatment modalities for the TMJ dysfunction. 6. At 3east two sets of tracings should be recorded when the PRI is to be used to detect the incoordinated movements of TMJ dysfunction patient. 7. PRI scores of control group ($D_0$) was 137.7, thus, mandibular movement was reproducible, whereas PRI scores of experimental groups ($D_1,\;D_2,\;D_3$) were 22.5, 27.7, 30.45 respectively, thus were nonreproducible.

• 대한치과기공학회지
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• 제34권3호
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• pp.213-220
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• 2012

Purpose: The aim of this study was to determine the repeatability and reproducibility of two dental scanners. Methods: The master die and the stone replicas(Kavo, Germany) were digitized in touch-probe scanner(Incise, Renishaw, UK), white light scanner(Identica, Medit, Korea) to create 3-dimensional surface-models. The number of points in the point clouds from each reading were calculated and used as the CAD reference model(CRM). Discrepancies between the points in the 3-dimensional surface models and the corresponding CRM were measured by a matching-software(Power-Inspect R2, Delcam Plc, UK). The t-student test for one samples were used for statistical analysis. Results: The reproducibility of both scanner was within $3{\mu}m$, based on mean value. The mean value between measurements made directly on the touch probe scanner digital models and those made on the white light scanner digital models was $2.20-2.90{\mu}m$, and was statistically significant(P<0.05). Conclusion: With respect to adequate data acquisition, the reproducibility of dental scanner differs. Three-dimensional analysis can be applied to differential quality analysis of the manufacturing process as well as to evaluation of different analysis methods.

• 대한방사선기술학회지:방사선기술과학
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• 제41권6호
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• pp.539-543
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• 2018

Telometer is a supplementary filming device that improves the image quality and minimizes the motion unsharpness by enhancing the reproducibility of diagnostic images because it applies constant pressure (force) to the affected area. The stress-radiogram which is widely used to provide the o-bjective quantitative stability of knee ligament is reported in literature as the most suitable method to evaluate the stability of ligament and it is advised to use the Telometer. In order to evaluate the image reproducibility of the Telometer, the collateral ligament which is the most vulnerable among the ligaments consisting of the knee joint, the stress-radiogram was executed in the order of the Telometer, the push pull gauge and the conventional stress radiogram. Then, SPSS (Statistical Package for the Social Science) for Windows 22.0 was used for comparison and evaluation. According to the results of comparison and evaluation, the standard errors and standard deviations became smaller in the order of the Telometer, the push pull gauge, the conventional stress radiogram while the image reproducibility was higher in the order of the Telometer, the push pull gauge, the conventional stress radiogram. Therefore, it is considered that the use of the TELOS for stress-radiogram would enhance the quality of patient diagnostic images and the work performance of radiologists.

• 한국방사선학회논문지
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• 제17권1호
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• pp.115-122
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• 2023

엉덩관절 고정기구는 골밀도 검사 및 미세골절, 관절염의 진단 시 내회전을 위한 중요 고정기구입니다. 이러한 고정기구는 벨크로를 사용하여 재현성 유지에 한계가 있습니다. 이에 본 연구에서는 개선된 엉덩관절 고정기구를 개발하여 유용성을 평가하였습니다. 방사선과 재학생 30 명을 대상으로 기존과 개선된 고정기구를 적용하여 자세잡이 소요시간과 의료영상을 통한 재현성을 평가하였습니다. 또한, 시간경과에 따른 변화도 평가하였습니다. 그 결과 기존 고정기구에 비해 개선된 고정기구는 자세잡이 시간은 약 32%의 감소를 보였으며, 재현성은 약 6.2 배 향상되었습니다. 시간경과에 따른 변화량은 자세잡이 시간은 기존 고정기구는 증가된 반면 개선된 고정기구는 감소되었으며, 재현성은 개선된 고정기구보다 기존 고정기구가 더 저하되었습니다. 이를 통해 개선된 고정기구의 사용을 통해 영상의 질 향상과 방사선사의 업무부담 감소가 나타났다고 할 수 있습니다.