• Title/Summary/Keyword: co-training

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Acomparison of Sao2 & PACO2 Changes of pre & post vocal training Classical singer (발성훈련 전 후의 혈중산소포화도(SaO2)와 폐포 내 이산화탄소분압(PaCO2)의 비교 연구)

  • Nam, Do-Hyun;Ahn, Chul-Min
    • Proceedings of the KSPS conference
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    • 2007.05a
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    • pp.261-264
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    • 2007
  • Five males trained singers (age:25.0${\pm}$1.4years, career:6.8${\pm}$1.1 years) and five female trained singers (age:22.0${\pm}$1.0years, career:5.8${\pm}$1.2 years) participated in this study. SaO2(Oxi Hemoglobin saturation) measured by Oxy-Pulse meter and PAC02 (Pressure Alveolar Co2) measured by Quick et CO2 are compared with pre and post vocal training. As the result, PAC02 was lower than normal range (36-40mmHg) after vocal training, leading to Hypocapnia. This causes headache and dizziness

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A Study of Wind-power Generations at the south-east coast of Ul-san (울산 남동부 해안지역에서의 소용량 풍력발전 가능성에 관한 연구)

  • Park, M.D.;Pack, M.S.;Lee, G.W.;Lee, Y.S.
    • Proceedings of the KIEE Conference
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    • 2003.07b
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    • pp.1392-1394
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    • 2003
  • This paper presents the actual test data of 3 phase, 9 pole, 3.6 [kw] synchronized wind-power generator controlled by hinged vane system and the possibilities of the small mount wind-power generations at the south-east coast of Ul-san. It also shows the data of the wind-velocity acquired by wind-direction sensor, calculation and analysis of the estimated electrical generation power, energy storage systems, and the efficient usages of the wind-power system.

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A Spam Filter System Based on Maximum Entropy Model Using Co-training with Spamminess Features and URL Features (스팸성 자질과 URL 자질의 공동 학습을 이용한 최대 엔트로피 기반 스팸메일 필터 시스템)

  • Gong, Mi-Gyoung;Lee, Kyung-Soon
    • The KIPS Transactions:PartB
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    • v.15B no.1
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    • pp.61-68
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    • 2008
  • This paper presents a spam filter system using co-training with spamminess features and URL features based on the maximum entropy model. Spamminess features are the emphasizing patterns or abnormal patterns in spam messages used by spammers to express their intention and to avoid being filtered by the spam filter system. Since spammers use URLs to give the details and make a change to the URL format not to be filtered by the black list, normal and abnormal URLs can be key features to detect the spam messages. Co-training with spamminess features and URL features uses two different features which are independent each other in training. The filter system can learn information from them independently. Experiment results on TREC spam test collection shows that the proposed approach achieves 9.1% improvement and 6.9% improvement in accuracy compared to the base system and bogo filter system, respectively. The result analysis shows that the proposed spamminess features and URL features are helpful. And an experiment result of the co-training shows that two feature sets are useful since the number of training documents are reduced while the accuracy is closed to the batch learning.

Liver PPAR${\alpha}$ and UCP2 are Involved in the Regulation of Ovariectomy-Induced Adiposity and Steatosis by Swim Training

  • Jeong, Sun-Hyo;Yoon, Mi-Chung
    • Biomedical Science Letters
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    • v.16 no.4
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    • pp.239-246
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    • 2010
  • It is suggested that ovariectomy induces body weight gain primarily in the form of adipose tissue in rodents. Since liver peroxisome proliferator-activated receptor ${\alpha}$ (PPAR${\alpha}$) and uncoupling 2 (UCP2) are involved in the regulation of energy expenditure, it was investigated whether swim training regulates ovariectomy-induced adiposity and steatosis through liver PPAR${\alpha}$ and UCP2 activation in female ovariectomized mice, an animal model of postmenopausal women. Swim-trained mice had significantly decreased adipose tissue weights compared with sedentary control mice. Histological analysis showed that hepatic lipid accumulation was inhibited by swim training. Concomitantly, swim training significantly increased mRNA levels of PPAR${\alpha}$ and its target genes responsible for peroxisomal fatty acid ${\beta}$-oxidation, such as acyl-CoA oxidase, enoyl-CoA hydratase/3-hydroxyacyl-CoA dehydrogenase and thiolase in the liver. Moreover, swim training induced the mRNA expression of UCP2. These results suggest that swim training can effectively prevent adiposity and steatosis caused by ovariectomy, in part through activation of liver PPAR${\alpha}$ and UCP2 in female obese mice.

Effects of Center of Pressure on Muscle Activations and Joint Range of Motion of Lower Extremities during Squat

  • Yoon, Woo Ram;Park, Sang Heon;Jeong, Chan Hyeok;Park, Ji Ho;Yoon, Suk-Hoon
    • Korean Journal of Applied Biomechanics
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    • v.28 no.1
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    • pp.37-43
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    • 2018
  • Objective: The aim of this study was to analyze muscle activation of the lower extremities as a function of changes of the center of pressure (CoP) of the foot during squats in order to provide quantitative information to trainers who would like to teach correct movements for developing muscles. Method: Ten men with over three years of weight training experience participated in this study (age: $26.1{\pm}0.8yrs$, height: $171.2{\pm}3.9cm$, body mass: $71.1{\pm}5.7kg$, 60%RM: $84{\pm}9kg$, career: $4.0{\pm}0.7yrs$). The participants were instructed to perform a squat in each of 3 conditions, with different CoP's (the front, middle, and rear of the foot). Results: The position of the CoP showed significant differences according to instructions in both the eccentric and concentric contraction phases (p < .05). The range of movement of the hip and ankle joints showed significant differences corresponding to changes of the CoP position (p < .05). The rectus femoris and gluteus maximus muscle showed significant differences for different CoP positions only in the concentric contraction phase, while the gastrocnemius and anterior tibialis were significantly different in both the concentric and eccentric contraction phase (p < .05). Conclusion: When the target muscle of squat training is the gastrocnemius, the CoP should be located in the front of the foot for effective muscle training. When the target muscles of squat training are the gluteus maximus and quadriceps femoris, the CoP should be located on the rear of the foot.

A Study on the Development of Auto Training System with Training Assistance and Training Information Monitoring (운동 보조 및 운동 정보 모니터링이 가능한 오토 트레이닝 시스템 개발에 관한 연구)

  • Baek, Jun-Young;Go, Seok-Jo;Kim, Tae-Hun;Yoon, Sung-Min;No, Chi-Beom;Cha, Byung-Su;Lee, Min-Cheol
    • Journal of the Korean Society of Industry Convergence
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    • v.20 no.4
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    • pp.333-338
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    • 2017
  • In recent years, there has been an increasing demand for healthcare services that can periodically monitor health status and maintain health by increasing the weight training population. However, injuries in the absence of trainer are increasing with the increase in the number of members in the fitness training center. Therefore, there is a need for a system that can periodically monitor the user's exercise state and assist in systematic and safe exercise even when the trainer is absent. In this study, we developed an auto training system that can effectively manage the exerciser while supporting the strength movement. The auto training system consists of a cable mount module, a control module, and a training information monitoring module. In order to evaluate performance of the developed system, the assistant force tests are carried out. Experimental results showed that the assistant force works well when the exerciser is out of power.

Multiview Data Clustering by using Adaptive Spectral Co-clustering (적응형 분광 군집 방법을 이용한 다중 특징 데이터 군집화)

  • Son, Jeong-Woo;Jeon, Junekey;Lee, Sang-Yun;Kim, Sun-Joong
    • Journal of KIISE
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    • v.43 no.6
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    • pp.686-691
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    • 2016
  • In this paper, we introduced the adaptive spectral co-clustering, a spectral clustering for multiview data, especially data with more than three views. In the adaptive spectral co-clustering, the performance is improved by sharing information from diverse views. For the efficiency in information sharing, a co-training approach is adopted. In the co-training step, a set of parameters are estimated to make all views in data maximally independent, and then, information is shared with respect to estimated parameters. This co-training step increases the efficiency of information sharing comparing with ordinary feature concatenation and co-training methods that assume the independence among views. The adaptive spectral co-clustering was evaluated with synthetic dataset and multi lingual document dataset. The experimental results indicated the efficiency of the adaptive spectral co-clustering with the performances in every iterations and similarity matrix generated with information sharing.

A Study on the Concentration of CO(Carbon Monoxide) by the Length of the Straight Exhaust Tube for Gas Boiler (가스보일러 직관 배기통의 길이에 따른 폐가스(CO)농도 고찰)

  • Leem, Sa-Hwan;Huh, Yong-Jeong;Lee, Jong-Rark;Kim, Cheol-Jin;Park, In-Soo;Ha, Tae-Young;Kim, Il-Woo;Choi, Rack-Bum
    • Journal of the Korean Institute of Gas
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    • v.11 no.2 s.35
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    • pp.5-9
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    • 2007
  • There have been 3E problems of energy, economy and environment since the earth has its history. Especially, the energy and environment problems have been getting serious after the modem industry revolution. Therefore, the demand of gas as an eco-friendly energy source is getting increased. With the demand of gas, the installation and use of gas boiler is also increased, so human life injury by the waste gas(CO) of boiler goes on increasing every you. Hence, we want to find out the harm to human body through the study on the concentration of CO by the length of the straight exhaust tube of gas boiler. The allowable concentration of CO is 50 ppm. The 3 m of once bended tube starts exceeding the allowable concentration of CO after 5 minutes, and the 4 m and 5 m starts exceeding after 3 minutes.

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Development of Stereo Sound Authoring Tool to Modify and Edit 2Channel Stereo Sound Source Using HRTF (HRTF를 이용한 2채널 스테레오 음원을 수정 및 편집 할 수 있는 입체음향 저작도구 개발)

  • Kim, Young-Sik;Kim, Yong-Il;Bae, Myeong-Soo;Jeon, Su-Min;Lee, Dae-Ho
    • Proceedings of the Korea Information Processing Society Conference
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    • 2017.11a
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    • pp.909-912
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    • 2017
  • In implementing a computerized virtual training system, the auditory element is responsible for the human cognitive ability following visual elements. Especially, the improvement of hearing ability is closely related to the performance of the training, and it contributes to improvement of the training effect. In this paper, we propose a sound system that is necessary for constructing such a virtual training system as a test system that can use a sound source using a head related transfer function (HRTF). Functional and auditory tests were performed to evaluate system performance.

An Architecture Design and Implementation of Stateful Traffic Generation for Cyber Warfare Training (사이버전 훈련을 위한 상태 저장 트래픽 발생 Architecture 설계 및 구현)

  • Hong, Suyoun;Kim, Kwangsoo;Kim, Taekyu
    • Journal of the Korea Institute of Military Science and Technology
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    • v.23 no.3
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    • pp.267-276
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    • 2020
  • Threats targeting cyberspace are becoming more intelligent and increasing day by day. To cope with such cyber threats, it is essential to improve the coping ability of system security officers. In this paper, we propose a stateful traffic generator that provide network background traffic for cyber warfare training. The proposed architecture is designed for generating traffic similar to real system traffic, so the trainee can perform more realistic training.