• Journal of the Korean Data and Information Science Society
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• 제23권4호
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• pp.843-850
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• 2012

The inferences of data obtained from periodic inspection and type I censoring for the three step stress accelerated life test are studied in this paper. The failure rate function that a log-quadratic relation of stress and the tampered failure rate model are considered under the exponential distribution. The optimal stress change times which minimize the asymptotic variance of maximum likelihood estimators of parameters is determined and the maximum likelihood estimators of the model parameters are estimated. A numerical example will be given to illustrate the proposed inferential procedures.

• 한국정보처리학회:학술대회논문집
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• 한국정보처리학회 2003년도 춘계학술발표논문집 (상)
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• pp.725-728
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• 2003

사용자의 감정에 관련된 정보를 처리하는 것은 인간과 컴퓨터와의 상호작용(HCI)에 있어서 매우 중요한 역할을 한다. 특히 비디오 데이터에 대한 사용자의 감정을 처리하는 것은 비디오 검색이나 요약본 구성에 매우 중요하다. 사용자의 감정을 처리하기 위해서는 감정에 관련된 특징들을 추출 및 측정하고 이를 기반으로 비디오 장면을 분류하는 것이 필요하다. 본 논문에서는 칼라 정보를 바탕으로 Fisher의 Linear Discriminant Analysis 방식 및 Mahalanobis Distance 측정을 이용하여 기본 감정의 분류 방식을 제안한다. 공포 감정의 경우 77.8%의 의미 있는 결과를 얻었다.

• 한국정보처리학회:학술대회논문집
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• 한국정보처리학회 2003년도 추계학술발표논문집 (하)
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• pp.2005-2008
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• 2003

본 논문에서는 생체의 특징을 이용해 신분을 증명 또는 인증하는 생체인식 기술 중 지문이나 장문, 정맥, 홍채를 이용한 인식과 같이 장비에 접촉해야만 인증이 이루어지는 것과 달리 거부감이 없고, 별도의 전문 장비를 필요로 하지 않아 일반 대중들에 쉽게 접근할 수 있는 얼굴인식을 인터넷에 적용한 원격 신분증명 및 인증 시스템을 제안한다. 얼굴인식 알고리즘은 얼굴 특징을 분석하는 방식에 따라 PCA (Principal Component Analysis), ICA (Independent Component Analysis), FDA (Fisher Discriminant Analysis) 등이 발표되어 있다. 이들 알고리즘을 이용해 얼굴 특징을 분석한 결과를 원격지에 신속하고 정확하게 송수신할 수 있는 시스템이 요구됨에 따라 생체인식 시스템의 비교 평가와 함께 인터넷 상에서 얼굴인식을 이용한 원격 얼굴인식 시스템의 구성을 제안한다.

• 한국콘텐츠학회논문지
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• 제16권1호
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• pp.158-166
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• 2016

본 연구는 수술 전 정보제공이 학령전기 편도선절제술 환아 어머니의 불안, 불확실성 및 수술 후 간호만족도에 미치는 효과를 파악하기 위한 비동등성 대조군 전후 실험연구이다. 자료수집은 S종합병원에서 편도절제술을 받은 학령전기 환아의 어머니로 실험군 19명, 대조군 20명을 대상으로 하였다. 실험군에게는 수술에 따른 통상적 교육과 함께 소책자를 이용하여 연구자와 연구 보조원이 직접 간호사실에서 1:1 개별로 평균 20분 정도 정보제공을 하였으며 대조군에게는 통상적 교육만 실시하였다. 자료분석은 빈도와 백분율, ${\chi}^2$-test, Fisher's exact test, Mann-Whitney U-test를 이용하였다. 수술 전 정보제공은 대조군과 실험군의 불안(U=104.5, p=.015), 불확실성(U=83.5, p=.002)에 유의한 차이를 보였으며, 수술 후 간호 만족도(U=109.5, p=.022)에도 유의하였다. 본 연구결과를 통하여 수술 전 정보제공은 학령전기 편도선절제술 환아 어머니의 불안, 불확실성 및 수술 후 간호만족도에 긍정적 효과가 있는 것으로 나타났으며, 추후 반복연구와 다양한 교육방법을 통한 정보제공의 효과검증이 필요할 것이다.

• 한국임상약학회지
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• 제23권4호
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• pp.334-343
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• 2013

Purpose: This study aims to investigate consumers' demand of and perspective on drug information domestically available and uncover hurdles that they faced while utilizing information. Methods: We conducted a survey of 101 consumers, face-to-face after obtaining informed consent. Chi-squared, or Fisher's exact tests, and multivariate logistic models were used to investigate the association between participants' perceptions and characteristics. Results: As results, participants showed the highest demand for "Adverse effects >90%"; "Drug interactions/Dosage/Drug-food interactions/Indication >80%", and utilized package inserts (52%), doctors (41%) and pharmacists (36%) most often as information sources. Generally, the most common difficulty consumers suffered with was that "it is hard to understand (51%)". With public sources of drug information, sixty one percent of participants were "unaware of the provision of information", resulting in strikingly low usage rates (5~11%). Subgroup analyses indicated that the older (${\geq}50$ years) and the disadvantaged might have been placed in the blind spot of information mostly developed online (p<0.05).Conclusion: In conclusion, public sources of drug information that have been developed online might fail to meet consumers' demand. Greater efforts should be made to balance the development of the information sources between online and offline, and to increase accessibility of the established information sources.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제12권3호
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• pp.1243-1263
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• 2018

The two-stage linear discrimination analysis (TSLDA) is a feature extraction technique to solve the small size sample problem in the field of image recognition. The TSLDA has retained all subspace information of the between-class scatter and within-class scatter. However, the feature information in the four subspaces may not be entirely beneficial for classification, and the regularization procedure for eliminating singular metrics in TSLDA has higher time complexity. In order to address these drawbacks, this paper proposes an improved two-stage linear discriminant analysis (Improved TSLDA). The Improved TSLDA proposes a selection and compression method to extract superior feature information from the four subspaces to constitute optimal projection space, where it defines a single Fisher criterion to measure the importance of single feature vector. Meanwhile, Improved TSLDA also applies an approximation matrix method to eliminate the singular matrices and reduce its time complexity. This paper presents comparative experiments on five face databases and one handwritten digit database to validate the effectiveness of the Improved TSLDA.

• 한국임상약학회지
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• 제26권1호
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• pp.6-12
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• 2016

Objective: This study aimed to explore the readability and comprehensibility of the drug information on a patient leaflet for the senior by employing performance-based user-testing. Methods: We included 36 elderly (65 years old or older) as the senior group (intervention group) and 36 adults (40~59 years old) as the adult group (control). We developed a questionnaire to test if participants could access to drug information. After completing a questionnaire, the participant was interviewed about their understanding over the patient leaflet. We performed t-test, ${\chi}^2$-test or Fisher's exact test to examine differences between two groups in primary outcomes. Results: The senior were less likely able to find information (78%) than the adult (91%); they were much less likely able to understand information (42%) than the adult (69%). While we found differences between the ability of finding and understanding drug information in both groups, the senior group had greater difficulties in understanding all kinds of drug information. They had significant difficulties to remember information after reading the patient leaflet and frequently failed to find proper information even though they were allowed to access freely to the leaflet during interviewing. Conclusion: To secure safe and effective use of drugs for the senior, it is necessary to develop drug leaflets for the senior.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제12권11호
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• pp.5496-5521
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• 2018

Object detection and tracking is the basic capability of mobile robots to achieve natural human-robot interaction. In this paper, an object tracking system of mobile robot is designed and validated using improved multiple instance learning algorithm. The improved multiple instance learning algorithm which prevents model drift significantly. Secondly, in order to improve the capability of classifiers, an active sample selection strategy is proposed by optimizing a bag Fisher information function instead of the bag likelihood function, which dynamically chooses most discriminative samples for classifier training. Furthermore, we integrate the co-training criterion into algorithm to update the appearance model accurately and avoid error accumulation. Finally, we evaluate our system on challenging sequences and an indoor environment in a laboratory. And the experiment results demonstrate that the proposed methods can stably and robustly track moving object.

• 한국정보과학회:학술대회논문집
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• 한국정보과학회 2010년도 한국컴퓨터종합학술대회논문집 Vol.37 No.2(A)
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• pp.21-22
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• 2010

Brain-Computer Interface (BCI) 는 뇌 신호를 이용하여 생각으로 기계 및 컴퓨터를 제어 할 수 있는 기술이다. 뇌전도(Electroencephalography, EEG) 를 이용한 본 연구는 왼쪽/오른쪽 손 상상 움직임 실험에 대해서 특징 추출 (feature extraction)에 관�� 연구로 총 9명의 피험자로부터 얻어진 뇌 전도 데이터를 이용하여 전통적인 방법 (Common Spatial Pattern, CSP 및 Fisher Linear Discriminant, FLDA)을 이용해 구한 분류 정확도와 본 논문에서 사용 된 Symbolic transfer entropy (STE)을 통해 얻어진 특징에 대한 결과를 보여 준다. 본 연구를 통하여 STE를 통한 특징 추출 방법이 의미가 있다고 생각한다.

• 대한수학회보
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• 제50권5호
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• pp.1711-1723
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• 2013

P. V$\acute{a}$mos called a ring R 2-good if every element is the sum of two units. The ring of all $n{\times}n$ matrices over an elementary divisor ring is 2-good. A (right) self-injective von Neumann regular ring is 2-good provided it has no 2-torsion. Some of the earlier results known to us about 2-good rings (although nobody so called at those times) were due to Ehrlich, Henriksen, Fisher, Snider, Rapharl and Badawi. We continue in this paper the study of 2-good rings by several authors. We give some examples of 2-good rings and their related properties. In particular, it is shown that if R is an exchange ring with Artinian primitive factors and 2 is a unit in R, then R is 2-good. We also investigate various kinds of extensions of 2-good rings, including the polynomial extension, Nagata extension and Dorroh extension.