• Title/Summary/Keyword: 완화효과

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Improving Learning Performance of Support Vector Machine using the Kernel Relaxation and the Dynamic Momentum (Kernel Relaxation과 동적 모멘트를 조합한 Support Vector Machine의 학습 성능 향상)

  • Kim, Eun-Mi;Lee, Bae-Ho
    • The KIPS Transactions:PartB
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    • v.9B no.6
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    • pp.735-744
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    • 2002
  • This paper proposes learning performance improvement of support vector machine using the kernel relaxation and the dynamic momentum. The dynamic momentum is reflected to different momentum according to current state. While static momentum is equally influenced on the whole, the proposed dynamic momentum algorithm can control to the convergence rate and performance according to the change of the dynamic momentum by training. The proposed algorithm has been applied to the kernel relaxation as the new sequential learning method of support vector machine presented recently. The proposed algorithm has been applied to the SONAR data which is used to the standard classification problems for evaluating neural network. The simulation results of proposed algorithm have better the convergence rate and performance than those using kernel relaxation and static momentum, respectively.

Impulsive Noise Mitigation Scheme Based on Deep Learning (딥 러닝 기반의 임펄스 잡음 완화 기법)

  • Sun, Young Ghyu;Hwang, Yu Min;Sim, Issac;Kim, Jin Young
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.17 no.4
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    • pp.138-149
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    • 2018
  • In this paper, we propose a system model which effectively mitigates impulsive noise that degrades the performance of power line communication. Recently, deep learning have shown effective performance improvement in various fields. In order to mitigate effective impulsive noise, we applied a convolution neural network which is one of deep learning algorithm to conventional system. Also, we used a successive interference cancellation scheme to mitigate impulsive noise generated from multi-users. We simulate the proposed model which can be applied to the power line communication in the Section V. The performance of the proposed system model is verified through bit error probability versus SNR graph. In addition, we compare ZF and MMSE successive interference cancellation scheme, successive interference cancellation with optimal ordering, and successive interference cancellation without optimal ordering. Then we confirm which schemes have better performance.

Inhibitory effect of mushrooms extract on TNF-α/INF-γ induced-cytokine in human keratinocytes, HaCaT (버섯류 추출물의 피부각질세포(HaCaTcell) 내 염증성 사이토카인 억제효과)

  • Choi, Eun-Ju;Kim, Eun-Kyung;Ji, Yong-Seok;Lee, Chang-Jin
    • Journal of Mushroom
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    • v.13 no.3
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    • pp.170-174
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    • 2015
  • Mushroom is known for anti-inflammatory and anti-oxidative potential. This study provides evidence that the inhibitory effect of mushroom on the expression of pro-inflammatory cytokines in human keratinocytes, HaCaT cells. To define the underlying mechanisms of action, tumor necrosis factor${\alpha}$/$IFN{\gamma}$-activated human keratinocytes model was used. Mushroom significantly inhibited the expression of cytokines in HaCaT cells. Taken together, the results demonstrate that mushroom inhibited inflammtion, suggesting that mushroom (DW extract: Grifola frondosa Cordyceps militaris), (Ethanol extract: Ganoderma lucidum, Lentinus edodes, Cordyceps militaris, Flammulina velutipes) might be a candidate for the treatment of skin inflammation.

Ayurvedic Shiro-Abhyanga and Relaxation of women's stress (아유르베딕 시로아비앙가가 성인여성의 스트레스 완화에 미치는 영향)

  • Choi, Jung-Myung;Choi, Yoon-Jung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.9 no.6
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    • pp.1800-1805
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    • 2008
  • Shiro-abhyanga is one of treatments of Ayurveda, which is the ancient system of health care and medicine in India. In this essay, I examined the effect of Shiro-abhyanga for relaxing stress of women in twentieth by the means of the brain wave test. The brain wave test showed that Shiro-abhyanga reduced Delta and Theta waves of the left brain but increased $\alpha$, SMR, Low-$\beta$ waves of the right brain. Delta and Theta waves are usually found in sleeping time. Their high measurement in awakening instructs the stress and depressing situations of objects. However the treatment of Shiro-abhyanga made the decrease of Delta and Theta waves and the increase of Alpha wave in working time. Alpha wave appears while objects are comfortable and peaceful from the relaxation of body and mind. Therefore the growth of Alpha wave says that the treatment of Shiro-abhyanga has an effect on mitigation of stress.

The Effects of Urban Stream Improving the Thermal Environment on Urban (도심하천이 도시 열 환경 완화에 미치는 영향)

  • Park, Jin-Ki;Park, Jong-Hwa;Na, Sang-Il;Beak, Shin-Chul
    • Proceedings of the Korea Water Resources Association Conference
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    • 2012.05a
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    • pp.760-760
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    • 2012
  • 도심 지역은 인구집중, 토지 피복의 변화 및 교통량 증가 등의 인공열 배출원의 다양화 등의 요인에 의해 주변지역보다도 기온이 높은 도시 열섬(Urban Heat Island) 현상에 의해 독특한 도시기후의 특색을 보이게 된다. 일반적으로 도시 열 환경에 대한 연구는 도시 열섬의 강도나 현상을 파악하는데 집중되어 왔다. 최근 들어 도시 열섬 현상 완화 또는 개선을 위한 관심이 높아지면서 도시내에 존재하는 수면이나 녹지를 이용한 기후개선에 대한 연구가 진행되고 있다. 하천은 다양한 생물이 서식하는 공간이면서 생물의 다양성이 풍부한 생태계의 보고로 인간과 환경이 조화를 이루어 온 공간이기도 하다. 이와 같이 하천은 지역의 다양성과 특수성에 따라 가지고 있는 기능이 다양하다. 그 중 하천의 환경 기능은 많은 열용량을 축적시켜 수면의 온도상승을 적게 하여 하천의 온도는 물론 주변지역의 온도를 낮추는 역할을 하게 된다. 특히 흐르는 물은 대류와 혼합과정을 거치며 열을 운반할 수 있으므로 효율적인 축열체가 된다. 또한 하천의 물 등은 광의 투과성이 높기 때문에 표면에서는 반사되지 않고 수체 내에 열을 저장한다. 따라서 이러한 현상이 종합적으로 작용하여 도심하천은 도심지에서 높게 형성된 온도를 낮추는 냉각효과가 있다고 판단된다. 이러한 영향을 알아보기 위해 본 연구에서는 원격탐사 기법을 이용하여 도심하천이 도시 열완경 완화에 미치는 영향을 분석하였다. 분석을 위해 2009년 9월 6일 Landsat 7 ETM+ 위성영상을 이용하여 LST (Land Surface Temperature)를 추출하고, SEBAL (Surface Energy Balance Algori- thms for Land) 모델을 이용하여 지표면 열수지 성분을 추출하였다. 그 결과, 도심하천 주변의 온도가 도심지에 비해 $2{\sim}3^{\circ}C$ 정도 낮게 형성되었으며, 잠열은 주변 도심지에 비해 하천에서 높은 분포를 나타내었다. 그러나 하천 둔치나 하천 주변의 콘크리트, 아스팔트 및 나대지 등의 토지피복은 지표면 온도가 높게 형성되어 도심의 heat spot으로 작용하여 열 환경을 악화시키나 도심하천은 cool spot 작용을 하여 도심의 열을 완화하는 기능을 갖는 것으로 판단된다.

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The Effects of Misutkaru Water Drink on Relieving Constipation and Physiological Measurements: A Preliminary Study for the Development of Convergent Misutkaru Water Drink Intake Program in Patients with Hemodialysis (혈액 투석 환자의 변비 완화 및 생리적 지표 향상을 위한 융합형 미숫가루 음용 섭취 프로그램 개발 예비 조사)

  • Shin, Na-yeon;Park, Hyo-sun
    • Journal of Convergence for Information Technology
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    • v.9 no.5
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    • pp.40-47
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    • 2019
  • The purpose of this study aimed to develop the misutkaru water drink intake program that was possible to compare the effects of misutkaru drink on relieving constipation and physiological measurementson relieving constipation of the patients with hemodialysis. This study was non-equivalent control group pretest-posttest design with 42 patients in a general hospital in S city, Korea. During the experiment, the participants had to drink misutkaru water in the morning and past the 7 days after intake as constipation assessment scale, potassium and phosphorus were measured. The data were examine using t-test, Fisher's exact test, paired t-test. After misutkaru drinking intervention, constipation (z=-2.66, p=.002) decreased significantly improvement. This suggests that misutkaru water drinking intervention improved constipation in patients with hemodialysis.

An Econometric Analysis of Mitigating Urban Heat Island Effect with Urban Forest (계량경제적 접근을 통한 도시림의 도시열섬 완화효과 분석)

  • Kim, Dong-Hyeon;Kim, Eui-Gyeong;Yang, Jun-Seok;Kim, Hyeon-Geun;Shin, Hae-Jin
    • Journal of Korean Society of Forest Science
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    • v.100 no.1
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    • pp.79-87
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    • 2011
  • This study was conducted to identify the relationship between urban heat island effect and forest, analyzing electricity consumption model and temperature change model. Electricity consumption model was adopted to clarify a role of forests in alleviating the heat island effect at the national scale, while temperature change model was adopted to clarify a role of forests in mitigating urban heat island effect on metropolis with using econometric analysis. The analysis results from both models clearly show a negative correlation between the urban forests within living areas and heat island effect. In particular, when urban forests within living area per person increases by $1m^2$, the average municipal electricity consumption decreases by 0.02MWh and the summer daytime temperature for metropolitan cities decreases by $1.15^{\circ}C$.

Mitigating Effect of Yukmijihwang-tang on Antral Gastritis and Duodenitis (생쥐의 Gastrin 조절을 통한 六味地黃湯의 날문위염과 십이지장염 완화효과)

  • Cheong, Yun-seo;Kang, A-mi;Lim, Seong-woo
    • The Journal of Internal Korean Medicine
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    • v.36 no.3
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    • pp.380-390
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    • 2015
  • Objectives This study investigated the mitigating effect of Yukmijihwang-tang on antral gastritis and duodenitis by regulating gastrin release in mice. Methods : The normal group comprised mice with no inflammation; the control group comprised mice with ethanol-induced gastroduodenal inflammation. The sample group included inflammation-induced mice treated with Yukmijihwang-tang. Results Based on morphology and histochemistry findings, many hemorrhagic erosions were observed in the control group, while significantly fewer erosions were seen in the sample group. Immunohistochemistry findings showed that the distributions of gastrin, substance P, HSP70, NF-κB p65, and iNOS were considerably lower in the Yukmijihwang-tang -treated group than in the control group. Conclusions The findings suggest that Yukmijihwang-tang has a potent mitigating effect on antral gastritis and duodenitis in mice.

A Study on the Effect of Air Temperature and Ground Temperature Mitigation from Several Arrangements of Urban Green (도시녹지의 기온 및 지온 완화효과에 관한 연구)

  • 이은엽;문석기;심상렬
    • Journal of the Korean Institute of Landscape Architecture
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    • v.24 no.1
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    • pp.65-78
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    • 1996
  • To study the temperature mitigation effects from urban green, several arrangements of green spaces were selected and air/ground temperatures were measured in Chongju city area. The results of this study can be summarized as follows; 1. It was found that the natural ground materials effect more affirmatively on the air and ground temperature than artificial ones do. The best results were recorded from the grass surface presenting highest mitigation effect and lowest daily temperature deviation. 2. Temperature mitigation effects of Tree-Shade on ground are different from season, ground material, and crown-size. Them most effects were found in interlocking block, the least in grass surface among recorded 2 seasons and 3 materials. In case of air temperature, the effects were more or less decreased in most cases. 3. From the survey, it was confirmed that the smaller urban greens can do its role of temperature mitigation as larger ones does. In case of this study, the effect was recorded about 2.3$^{\circ}C$.

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Energy Efficient Sleep Scheduling By utilizing Response Time Slowdown of Concurrent HTTP Connection (다중 HTTP 연결의 응답시간 지연을 활용한 에너지 효율적 전력절약모드 스케줄링)

  • Jung, Choung-Il;Lim, In-Taek;Park, Chang-Yun
    • Proceedings of the Korean Information Science Society Conference
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    • 2007.06d
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    • pp.238-242
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    • 2007
  • 무선이동기기의 에너지 소모를 줄이기 위해서는 무선인터페이스의 전력소모를 최대한 줄이는 것이 중요하다. 대표적인 무선통신인 IEEE 802.11 표준에서는 무선인터페이스를 수면모드로 전환하는 전력절약모드(PSM, Power Save Mode)를 정의하고 있다 그러나 수면모드로 동작하는 도중에는 데이터를 수신할 수 없으므로 전력절약과 전송지연 사이에서 조정(trade-off)을 하여야 한다. HTTP와 같이 요청-응답을 기본으로 하는 통신 응용에서는 요청 발생 후 응답이 도착할 때까지 걸리는 시간을 노드의 수면시간에 반영하면 데이터의 수신이 지연되는 문제를 완화하면서 전력절약을 할 수 있으며, 기존 연구들도 이에 착안하는 기법을 제안하고 있다. 그러나 기존 연구들은 HTTP통신이 다중적으로 발생하면 그 효과는 사라지게 된다. 본 연구에서는 기존에 제안된 기법이 갖는 문제점을 분석하고 이를 완화하기위해 응답시간 지연비율을 적용한 지연수면(Delayed Sleep) 스케줄링 기법을 제안하며 시뮬레이션을 통해 이를 검증하였다.

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