• 한국정밀공학회지
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• 제17권7호
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• pp.98-105
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• 2000

In this study, we developed rotating machine vibration condition monitoring system based upon Windows NT and DSP Board. Developed system includes signal analysis module, trend monitoring and simple diagnosis using threshold value. Trend analysis and report generation are offered with database management tool which was developed in MS-ACCESS environment. Post-processor, based upon Matlab, is developed for vibration signal analysis and fault detection using statistical pattern recognition scheme based upon Bayes discrimination rule and neural networks. Concerning to Bayes discrimination rule, the developed system contains the linear discrimination rule with common covariance matrices and the quadratic discrimination rule under different covariance matrices. Also the system contains k-nearest neighbor method to directly estimate a posterior probability of each class. The result of case studies with the data acquired from Pyung-tak LNG pump and experimental setup show that the system developed in this research is very effective and useful.

• 대한음성학회지:말소리
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• 제33_34호
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• pp.91-98
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• 1997

Auditory discrimination which represents a very basic and important perceptual skill in children is a necessary condition for effective learning. It is necessary, therefore, to devise a standardized test tool for a reliable assessment of the auditory discrimination ability of children. The Korean Auditory Discrimination Test(KADT) is a tentative test tool that the authors have devised to meet such demand, i.e., to test the auditory discrimination ability of Korean children, both normal and hearing- and speech-impaired, between the ages of 4 and 8. The KADT consists of 40 pairs of words arranged in a systematic manner, of which thirty are 'minimal pairs' of words and the rest homophonous synonyms. The 30 minimal pairs are composed in such a way that major phonological contrasts involving consonants and vowels at initial, medial and final positions are duly represented. The test score will be determined by the number of right responses made by the children. Further attempts will be made to refine and improve KADT in future.

• 한국정밀공학회지
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• 제16권12호
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• pp.119-125
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• 1999

This paper gives an overview of the various approaches to designing statistical pattern recognition scheme based on Bayes discrimination rule and the artificial neural networks for rotating machine condition classification. Concerning to Bayes discrimination rule, this paper contains the linear discrimination rule applied to classification into several multivariate normal distributions with common covariance matrices, the quadratic discrimination rule under different covariance matrices. Also we discribes k-nearest neighbor method to directly estimate a posterior probability of each class. Five features are extracted in time domain vibration signals. Employing these five features, statistical pattern classifier and neural networks have been established to detect defects on rotating machine. Four different cases of rotation machine were observed. The effects of k number and neural networks structures on monitoring performance have also been investigated. For the comparison of diagnosis performance of these two method, their recognition success rates are calculated form the test data. The result of experiment which classifies the rotating machine conditions using each method presents that the neural networks shows the highest recognition rate.

• International Journal of Safety
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• 제1권1호
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• pp.28-35
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• 2002

Kullback Discrimination Information (KDI) is one of the pattern recognition methods. KDI defined as a measure of the mutual dissimilarity computed between two time series was studied for detection and classification of bearing flaking on outer-race and inner-races. To model the damages, the bearings in normal condition, outer-race flaking condition and inner-races flaking condition were provided. The vibration sensor was attached by the bearing housing. This produced the total 25 pieces of data each condition, and we chose the standard data and measure of distance between standard and tested data. It is difficult to detect the flaking because similar pulses come out when balls pass the defection point. The detection and classification method for inner and outer races are defected by KDI and nearest neighbor classification rule is proposed and its high performance is also shown.

• 한국응용과학기술학회지
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• 제37권4호
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• pp.996-1007
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• 2020

본 연구는 사무 종사자를 대상으로 일반적 특성, 근로환경 특성, 차별경험과 직무열의 정도를 파악하고 차별경험이 직무열의에 미치는 영향을 파악하고자 하였다. 본 연구는 제5차 근로환경조사를 이차 분석하였고, 사무 종사자 6,718명을 연구대상으로 하였다. 수집된 자료는 기술통계, x²-검정, t-검정, ANOVA, 복합표본 일반선형모형을 시행하였다. 연구결과, 사무 종사자는 차별경험이 없는 경우 직무열의가 높았다. 본 연구결과를 토대로, 사무 종사자의 직무열의를 향상 시키기 위해서는 직장 내 차별을 예방하는 방안을 포함해야 할 것이다.

• 한국직업건강간호학회지
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• 제29권2호
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• pp.160-171
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• 2020

Purpose: This study explored the association between workplace discrimination and violence and depressive symptoms among Korean employees. Methods: Data were obtained from the 4th Korean Working Condition Survey of 2014, which included 21,902 Korean employees. Depressive symptoms were measured using the WHO-5 Well-Being Index questionnaire scales. Results: A statistically significant relationship between workplace discrimination and workplace violence was found, and these two variables were also associated with depressive symptoms. After adjusting for variables such as sociodemographic characteristics, physical risk, and psychosocial working environment, workplace discrimination (OR=1.22, p<.001) and workplace violence (OR=1.69, p<.001) were both significantly associated with depressive symptoms. Conclusion: This study indicates that to promote employees' psychological health, systems and programs to prevent workplace discrimination and violence are needed. Development of these systems and programs should consider employees' experiences of workplace discrimination and workplace violence, sociodemographic characteristics, physical risk, and psychosocial working environments.

• 인지과학
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• 제20권1호
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• pp.29-49
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• 2009

본 연구의 목적은 Tanaka와 Shimojo의 제안처럼 회귀억제와 회귀촉진이 각각 두정엽 및 측두엽 경로의 정보처리와 관련성이 있는지를 검증하고 동시에 회귀억제와 회귀촉진 현상이 정보처리의 어느 단계에서 발생하는지 사건관련전위 기법을 이용하여 규명하는 것이었다. 이전 시행과 현재 시행에서 표적이 제시되는 위치의 일치성 여부에 따라서 일치조건과 불일치조건을 구별하고 탐지과제, 위치 변별과제, 색 변별과제, 방위 변별과제 수행시의 피험자의 반응시간과 사건관련전위를 측정하였다. 탐지과제와 위치 변별과제 수행 시 일치조건과 불일치조건 사이의 유의미한 반응시간 차이를 발견하지는 못하였다. 하지만, 색 변별과제와 방위 변별과제 수행 시 회귀촉진 현상을 발견하였다. 위치 변별과제 수행 시 Pz영역에서 일치조건과 불일치조건 사이의 유의미한 사건관련전위 차이를 발견하였으며 색 변별과제 과제 수행 시 T8 영역에서 두 조건 사이의 유의미한 사건관련 전위 차이를 발견하였고, 방위 변별과제 수행 시 T7/T8 영역에서 두 조건 사이의 유의미한 경향성을 발견하였다. 사건관련 전위의 차이는 특히 반응시간 전 단계에서 발견되었다. 이와 같은 실험결과는 제한적이기는 하지만 회귀억제와 회귀촉진이 정보처리 후기 단계인 반응 전 단계에서 각각 두정엽과 측두엽에서 발생할 가능성을 시사한다.

• 농촌지도와개발
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• 제14권2호
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• pp.471-491
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• 2007

The purpose of this study were (1) to thumbnail sketch of present general condition of foreigners and international marriage in Korea, (2) to study special trend of international marriage in rural Korea, particularly immigration connected with poverty, and (3) to focus on prospect of the problem of mixed-bloods, especially half blood children in rural Korea. Many of foreigners were treated discriminatingly, for example racial discrimination and wage discrimination. And discrimination to mixed-blood children will be happen in future. They are in a disadvantageous position because of economic status and appearances. Half blood children have korean nationality because one of his parent is korean. When they grow up and reach their the age of puberty and the age of working, they will resist to discrimination in working and marriage. I had examined precedent studies, and class theory in general, and to suggest it is time to looking for way of reduce social cost and way of coexistence.

• 융합신호처리학회논문지
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• 제14권4호
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• pp.212-216
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• 2013

As virtual reality technologies are advanced rapidly, how to render 3D objects across modalities is becoming an important issue. This study is therefore aimed to investigate human discriminability on the curvature of 3D polygonal surfaces with focusing on the vision and touch senses because they are most dominant when explore 3D shapes. For the study, we designed a psychophysical experiment using signal detection theory to determine curvature discrimination for three conditions: haptic only, visual only, and both haptic and visual. The results show that there is no statistically significant difference among the conditions although the threshold in the haptic condition is the lowest. The results also indicate that rendering using both visual and haptic channels could degrade the performance of discrimination on a 3D global shape. These results must be considered when a multimodal rendering system is designed in near future.

• Bulletin of the Korean Chemical Society
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• 제26권5호
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• pp.769-775
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• 2005

An efficiency of Monte Carlo (MC) docking simulations was examined for the prediction of chiral discrimination by cyclodextrins. Docking simulations were performed with various computational parameters for the chiral discrimination of a series of 17 enantiomers by $\beta$-cyclodextrin ($\beta$-CD) or by 6-amino-6-deoxy-$\beta$-cyclodextrin (am-$\beta$-CD). A total of 30 sets of enantiomeric complexes were tested to find the optimal simulation parameters for accurate predictions. Rigid-body MC docking simulations gave more accurate predictions than flexible docking simulations. The accuracy was also affected by both the simulation temperature and the kind of force field. The prediction rate of chiral preference was improved by as much as 76.7% when rigid-body MC docking simulations were performed at low-temperatures (100 K) with a sugar22 parameter set in the CHARMM force field. Our approach for MC docking simulations suggested that the conformational rigidity of both the host and guest molecule, due to either the low-temperature or rigid-body docking condition, contributed greatly to the prediction of chiral discrimination.