• 응용통계연구
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• 제22권1호
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• pp.89-106
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• 2009

There have been many new advances in the development of improved clustering methods for microarray data analysis, but traditional clustering methods are still often used in genomic data analysis, which maY be more due to their conceptual simplicity and their broad usability in commercial software packages than to their intrinsic merits. Thus, it is crucial to assess the performance of each existing method through a comprehensive comparative analysis so as to provide informed guidelines on choosing clustering methods. In this study, we investigated existing clustering methods applied to microarray data in various real scenarios. To this end, we focused on how the various methods differ, and why a particular method does not perform well. We applied both internal and external validation methods to the following eight clustering methods using various simulated data sets and real microarray data sets.

• 대한인간공학회:학술대회논문집
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• 대한인간공학회 1996년도 추계학술대회논문집
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• pp.153-159
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• 1996

Usability evaluation can be valuable tool for analyzing and improving computer software. Various usability evaluation methods have been developed in the fields of human-computer interaction and software ergonomics. Although there are several useful methods available, designers or engineers engaged in usability evaluations should really select the most suitable methods for each specific system being evaluated. Even different systems within the same organization may require different evaluation methods to maximize the quality of the data obtained from each evaluation. In this paper, the taxonomy of evaluation methods based on the development life cycle is presented and comparative analysis between methods is performed. In addition, the implications for selecting appropriate usability methods and using them collectively are discussed.

• 대한한의진단학회지
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• 제15권1호
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• pp.29-46
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• 2011

Objectives: The purpose of our study is to develop and verify questionnaire using temperament and character inventory (TCI) in the future by contemplating the comparative study on TCI and psychological testing Questionnaires. Methods: We investigate the research searched by keyword: 'TCI' and 'Questionnaire' through internet search engines, Pub Med, Science Direct and Springer Link. Results: The comparative study of TCI and psychological testing Questionnaires(SPAQ, BDI, TAS-20, MAC, DSQ) which have the purpose of diagnosing personal disorder is helpful for the verification of the level of adequacy of the concerned psychological testing Questionnaire and contributes to the understanding of psychobiological characteristics of each of personal disorders. The comparative study of TCI and psychological testing Questionnaires(MMPI, NEO, CPI) which have the purpose of comprehending general personality is helpful for the verification of the level of adequacy of the concerned psychological testing Questionnaire and contributes to the understanding of meaning of questionnaire-scales. The comparative study of TCI and constitution-psychological testing Questionnaire(QSCC II) is helpful for the verification of the level of adequacy and the understanding of the concerned constitution-psychological testing Questionnaire and contributes to the understanding of psychobiological characteristics of each of constitutions. Conclusions: TCI is a useful tool to understand the psychological testing Questionnaire more deeply and verify the level of the adequacy, and from now on for the development and verification of Oriental medicinal-psychological testing Questionnaire, the study comparing it with TCI should be actively used.

• 한국도로학회논문집
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• 제14권5호
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• pp.165-177
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• 2012

PURPOSES: The number of traffic accidents in 2010 was 226,978 in Korea, a high percentage of which up to 12.61% was due to drunk driving. As it is expected that the number of traffic accidents will increase because of the drastic increase of the number of vehicle registrations and the prevalent drinking cultures, it is necessary to understand the driving characteristics of drunken drivers to lower the increasing rate. METHODS: This study, therefore, comparatively analyzes the two groups - one group before drinking and the other after drinking - based on the graph, and implements the correlation in each scenario(1,2,3). scenario 1. appearance of jaywalkers; scenario 2. appearance of an illegal left-turning car; and scenario 3. appearance of a vehicle and a person as obstacles to the driver after an accident. RESULTS: The comparative analysis of speed shows that the group after drinking was 50km/h faster than the group before drinking in Scenario 1, 20km/h in Scenario 2, and 15km/h in Scenario 3 respectively. In the comparative analysis of acceleration, the average level of the group after drinking was 0.15 higher than that of the group before drinking in Scenario 1, 0.30 in Scenario 2, and 0.15 in Scenario 3. In the comparative analysis of deceleration, the average level of the group after drinking was about 0.4 lower than that of the group before drinking in Scenario 1, 0.35 in Scenario 2, and 0.2 in Scenario 3 respectively. In the comparative analyses, the item of speed, acceleration and deceleration was of significance for each group in Scenarios. CONCLUSIONS: The comparative analysis demonstrated that there is a difference between the group before drinking and the group after drinking. In the analysis of correlation in each group, it was proved that the drunken group was of significance.

• 한방재활의학과학회지
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• 제26권1호
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• pp.1-11
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• 2016

Objectives The purpose of this study was to investigate the effect of Hyulboochucke-tang on the collagenase induced intracerebral hemorrhage in white rats. Methods To identify the effect of the Hyulboochucke-tang on intracerebral hemorrhage, intracerebral hemorrhage was induced in the right caudate nuclei of white rats. For normal group (n=12) and comparative group (n=12), saline was dosed, and vaccum evaporated Hyulboochucke-tang extract was dosed to treatment group (n=12), 3 and 10 days after the collagenase injection, the body weight, the brain weight, the size of hematoma, the size of the area of malacia, the number of apoptotic cell and the change in pathological histology were observed. Results 3 days after the injection, the brain weight(g) was considerably decreased in treatment group (n=12) compared to comparative group (n=12). The brain weight after 10 days of the injection was also considerably decreased in treatment group (n=6) against comparative group (n=6). The cross section(mm) of cerebral malacia after 10 days of the injection was considerably decreased in treatment group (n=6) compared to comparative group (n=6). The number of apoptotic cell in normal intracerebral around the area of malacia did not show considerable change between treatment group and comparative group. 12 days after the injection, the multiplication of gitter cells, astrocyte and newly formed capillaries around the area of malacia was distinct. Conclusions On the basis of these results, We sugggest that Hyulboochucke-tang controls swelling caused by hemorrhage and contributes to absorption of hematoma by multiplication of newly formed capillaries and recovery of damaged cerebral tissue by multiplication of gitter cells and astrocyte.

• 비교교육연구
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• 제27권1호
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• pp.97-121
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• 2017

오늘날 교사 양성 질 관리 기제인 교원양성기관평가가 정착되면서 그 본질적 기능에 대한 의구심도 증폭되고 있다. 특히, 교사 공급 과잉이 발생하는 국가의 경우, 평가 자체의 적합성은 물론, 평가 결과의 활용이 예비교사 교육의 질 관리에 기여하지 못한다는 비판도 제기된다. 이러한 문제인식에서 본 연구는 중등교사가 과잉 공급되고 있는 한국과 중국의 사범대학을 대상으로 한 평가의 특징을 평가의 주체, 목적, 주기, 지표, 방법, 결과 활용이라는 여섯 가지 준거에 따라 비교분석할 목적으로 수행되었다. 주요 결과는 다음과 같다. 첫째, 한국과 중국의 사범대학 평가는 교원양성기관 교육 수준의 질 향상을 공식적 목적으로 표방하고 있지만 실제 평가 추진의 내용 및 결과 활용은 본질적 목적에서 벗어나 형식적으로 운영되고 있다는 공통적 문제가 발견되었다. 둘째, 평가 주체나 지표, 결과 활용 등에 있어서는 정부 주도의 관리 감독이나 양성 자원 통제 등에 치우쳐 있고 교사 직전교육의 질을 높이기 위한 사범대학의 질 제고는 뒷전이라는 상황은 교사 과잉 공급과 밀접하게 연관되어 있다는 점을 확인하였다. 이상 연구결과를 토대로 양 국가의 사범대학 평가가 본질을 회복하고 진정한 의미의 질 관리 기제로 개선되기 위해 필요한 정책적 제언을 제시하였다.

• 한국대기환경학회지
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• 제18권4호
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• pp.285-295
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• 2002

In this study, several types of gravimetric methods (such as high, medium, low, and ultra low volume sampling methods) were applied to determine suspended particulate matter concentrations in both ambient and indoor environments. Comparative evaluations were undertaken with SPM data obtained using a variety of samplers (TSP, PM10, and PM4.0) at different sampling flow rates. Correlation coefficients between TSP and PM10 concentrations measured at different flow rates fell in the range of 0.73∼0.94 (n=40). In addition, correlation coefficients for PM concentrations measured by different TSP samplers were in the range of 0.90∼0.95 (n=36 or n=38), while 0.77∼0.91 (n=38) for PM10 samplers. Correlation analysis was also conducted on indoor monitoring data that were measured using ultra-low-volume samplers at both different or identical flow rates. The correlation coefficients were in the range of 0.98∼0.99 (n=38) between TSP and TSP and 0.92∼0.94 (n=38) between TSP and PM10. The mean ratio for high volume PM10 to TSP concentration that was monitored at identical flow rates in the ambient air appeared to be 0.72. The mean ratios of PM10 to TSP and PM4.0 to TSP observed with identical flow rates at indoor environments were 0.47 and 0.40. The results of this study may provide empirical information concerning the compatability of aerosol data obtained by gravimetric sampling methods at different flow rates.

• 융합신호처리학회논문지
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• 제24권1호
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• pp.21-26
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• 2023

지식 증류는 깊은 모델의 지식을 가벼운 모델로 전달하는 모델 경량화 기술이다. 대부분의 지식 증류 방법들은 분류 모델을 위해 개발되었으며, 초해상화를 위한 지식 증류 연구는 거의 없었다. 본 논문에서는 다양한 지식 증류 방법들을 초해상화 모델에 적용하고 성능을 비교한다. 구체적으로, 초해상화 모델에 각 지식 증류 방법을 적용하기 위해 손실 함수를 수정하고, 각 지식 증류 방법을 사용하여 교사 모델을 약 27배 경량화한 학생 모델을 학습하여 2배 초해상화하는 실험을 진행하였다. 실험을 통해, 일부 지식 증류 방법은 초해상화 모델에 적용할 경우 유효하지 않음을 알 수 있었으며, 관계 기반 지식 증류 방법과 전통적인 지식 증류 방법을 결합했을 때 성능이 가장 높은 것을 확인하였다.

• Communications for Statistical Applications and Methods
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• 제3권3호
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• pp.47-58
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• 1996

The generalized partial autocorrelation (GPAC) method of Woodward and Gray (1981) and the 3-pattern method of Choi (1991) have been used for identifying ARMA processes. The methods are based on the extended Yule-Walker equations. The purpose of this paper is to show the 3-pattern method is superior to the GPAC method through theoretical analysis and computer simulations.

• Communications for Statistical Applications and Methods
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• 제3권3호
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• pp.283-290
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• 1996

The simulation study shows that the rank transform test has relatively superior power advantages over the parametric analysis of variance test in many cases for a $2^3$ factorial design, particularly with heavy-tailed distributions of the error terms. However the rank transform test should be cautiously used when all main effects and interactions related to a testing effect are possibly present at the same time.