• Journal of Information Processing Systems
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• 제7권2호
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• pp.261-270
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• 2011

The IEEE 802.16 standard is supposed to provide a wide-range broadband wireless service, but it leaves the implementation of the wireless resource scheduler as an open issue. We have studied the scheduling problem and propose a two level scheduling (TLS) scheme with support for quality of service and fairness guarantees for downlink traffic in a WiMAX network. A central controller Base Station has a number of users, and each mobile subscriber station has different channel conditions. The same mobile subscriber station may have different service requirements at different times in the WiMAX network. Based on OPNET simulation, the results show our scheduling algorithm can increase the network throughput, maintain relative fairness, and lower delay over the round robin and weighted round robin algorithms.

• 대한기계학회논문집A
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• 제33권2호
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• pp.114-126
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• 2009

In this paper, a versatile multi-criteria optimization concept for fatigue life prediction is introduced. Multi-criteria decision making in engineering design refers to obtaining a preferred optimal solution in the context of conflicting design objectives. Compromise decision support problems are used to model engineering decisions involving multiple trade-offs. These methods typically rely on a summation of weighted attributes to accomplish trade-offs among competing objectives. This paper gives an interpretation of the decision parameters as governing both the relative importance of the attributes and the degree of compensation between them. The approach utilizes a response surface model, the compromise decision support problem, which is a multi-objective formulation based on goal programming. Examples illustrate the concepts and demonstrate their applicability.

• Communications for Statistical Applications and Methods
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• 제20권6호
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• pp.481-490
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• 2013

Classification is an important research area as data can be easily obtained even if the number of predictors becomes huge. The support vector machine(SVM) is widely used to classify a subject into a predetermined group because it gives sound theoretical background and better performance than other methods in many applications. The SVM can be viewed as a penalized method with the hinge loss function and penalty functions. Instead of $L_2$ penalty function Fan and Li (2001) proposed the smoothly clipped absolute deviation(SCAD) satisfying good statistical properties. Despite the ability of SVMs, they have drawbacks of non-robustness when there are outliers in the data. We develop a robust SVM method using a weight function with the SCAD penalty function based on the local quadratic approximation. We compare the performance of the proposed SVM with the SVM using the $L_1$ and $L_2$ penalty functions.

• 한국산업보건학회지
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• 제33권3호
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• pp.280-283
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• 2023

Objectives: The purpose of this study was to examine the change in exposure concentration in the cleaning process after installing a local exhaust system. Methods: Dichloromethane measurement was conducted according to the KOSHA Guide (A-19-2019). Results: After the local exhaust device was installed, a total of three measurements were conducted, including temporary work environment measurements, and all of the measurements did not exceed the DCM exposure standard, but were more than 50% of the DCM Time Weighted Average((8-TWA) Conclusions: It is thought that the local ventilation system of a small business needs not only support for the initial installation cost, but also educational support for maintaining the performance of the local ventilation system and support for consumables (adsorbents, filters, etc.) that incur periodic costs.

• 한국정보통신학회논문지
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• 제13권4호
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• pp.700-713
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• 2009

데이터마이닝 분야에서 기존의 분류알고리즘들은 보다 적은 컴퓨팅 자원을 이용하여 보다 빨리 분류모형을 생성하고자 하는 효율성 중심의 연구가 주를 이루었다. 본 논문에서는 분류알고리즘의 효율성을 추구할 뿐 아니라 온톨로지 자동생성이나 비즈니스 환경 등 각 응용분야에 적합한 유효한 분류규칙을 보다 많이 생성 할 수 있는 효과성도 동시 에 추구하였다. 이를 위하여 지지도와 신뢰도의 가중치가 적용된 가중치 적용함수를 제안하였고 이 함수의 성질들을 이론적으로 규명하였다. 가중치 적용함수를 사용하면서 새로운 분리 기준 설정 방법을 제안하였고 또한 새로운 분류알고리즘을 제안하였다. 제안한 알고리즘의 성능평가 결과 기존의 우수한 알고리즘보다 보다 많은 유효한 분류규칙들을 보다 신속하게 생성함을 알 수 있었다.

• 보건의료산업학회지
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• 제11권3호
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• pp.79-90
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• 2017

Objectives : The purpose of this study was to identify the prevalence of malnutrition and to explore its association with socioeconomic and social support factors among Korean elderly in the community. Methods : The study sample was a weighted population of 10,160 elderly who participated in the 2014 Korean Elderly Living Conditions and Welfare Survey. Multiple logistic regression analyses were performed to assess the association socioeconomic and social support factors have with malnutrition. Results : Of the Korean elderly 18.6% were at risk of malnutrition. Being uneducated (OR=1.40) and having a lower household income (OR=1.97) were significantly associated with malnutrition even after adjusting for other socio-demographic and health-related covariates. Elderly who lived alone (OR=1.86) and who had poor relationships with their children (OR=1.97) were at much higher risk of malnutrition than their counterparts. Their having poor relationships with acquaintances and poor social participation were also associated with malnutrition. Conclusions : Socioeconomic and social support resources are important factors in the nutritional status of the elderly.

• 한국컴퓨터정보학회논문지
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• 제16권11호
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• pp.45-56
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• 2011

WBAN은 사람이 착용하는 옷이나 인체 내부 혹은 외부에 있는 여러 장치들을 상호 연결하여 통신할 수 있는 근거리 무선통신 기술이다. WBAN은 기술 적용 분야에 따라 의료용과 비의료용으로 구분할 수 있으며, 주기적인 특성을 가진 의료용 데이터의 경우 GTS 방식을 사용해서 데이터를 전송하여 QoS를 보장한다. 본 논문에서는 WBAN 슈퍼프레임 구조에서 GTS 방식으로 데이터를 전송시 부족한 GTS 타임 슬롯을 해결하는 알고리즘을 제안한다. 코디네이터는 디바이스의 데이터 전송률에 따라 GTS 타임 슬롯을 가변적으로 할당하며, GTS의 개수가 부족하면 GTS 타임 슬롯을 공유하여 사용하도록 할당한다. 제안한 기법의 성능평가를 위해 지연한도와 처리량을 비교하였다. 즉, WBAN 환경에 적합한 WFQ(Weighted Fair Queuing) 스케줄링을 적용하여 상이한 데이터 전송률을 지원하면서 GTS를 할당하는 방법을 제안하였고, 라운드로빈(Round Robin) 스케줄링 방법과 비교하여 처리량은 증가하면서 최대 지연이 감소함을 알 수 있다.

• 지역사회간호학회지
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• 제26권4호
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• pp.372-379
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• 2015

Purpose: This research was conducted to examine the successful aging and identify factors influencing successful aging in the Korean elderly. Methods: The subjects were 4,507 elders and data were collected from the 4th Korean Longitudinal Study of Ageing in 2012. The data were analyzed using frequencies, weighted percentage, ${\chi}^2$ test, and logistic regression. Results: The results of this study showed that 19.6% of the participants were categorized to successful aging. The domains of the absence of disease and disability and maintaining physical and mental functioning showed a high rate of achievement, while the domain of active engagement with life showed a low rate of achievement compared to others. Successful aging was influenced by gender, age, subjective economic status, subjective health status, and family support, particularly spouse's support. Conclusion: Intervention programs to increase the prevalence of successful aging are required. Especially programs for strengthening spouse's support and enhancing subjective health status are required.

• 대한수학회논문집
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• 제29권3호
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• pp.409-413
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• 2014

In this paper, we study some quantity equivalent to the norm of Bloch to $A^p_{\alpha}$ composition operator where Ap $A^p_{\alpha}$ is the weighted Bergman space on the unit ball of $\mathbb{C}^n$ (0 < p < ${\infty}$ and -1 < ${\alpha}$ < ${\infty}$).

• Korean Journal of Mathematics
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• 제30권2호
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• pp.249-261
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• 2022

Let f be a non-constant meromorphic function in the open complex plane ℂ. In this paper we prove under certain essential conditions that R(f) and P[f], rational function and differential polynomial of f respectively, share a small function of f and obtain a conclusion related to Brück conjecture. We give some examples in support to our result.