• 제목/요약/키워드: scaling methods

검색결과 646건 처리시간 0.029초

Real-time Classification of Internet Application Traffic using a Hierarchical Multi-class SVM

  • Yu, Jae-Hak;Lee, Han-Sung;Im, Young-Hee;Kim, Myung-Sup;Park, Dai-Hee
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제4권5호
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    • pp.859-876
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    • 2010
  • In this paper, we propose a hierarchical application traffic classification system as an alternative means to overcome the limitations of the port number and payload based methodologies, which are traditionally considered traffic classification methods. The proposed system is a new classification model that hierarchically combines a binary classifier SVM and Support Vector Data Descriptions (SVDDs). The proposed system selects an optimal attribute subset from the bi-directional traffic flows generated by our traffic analysis system (KU-MON) that enables real-time collection and analysis of campus traffic. The system is composed of three layers: The first layer is a binary classifier SVM that performs rapid classification between P2P and non-P2P traffic. The second layer classifies P2P traffic into file-sharing, messenger and TV, based on three SVDDs. The third layer performs specialized classification of all individual application traffic types. Since the proposed system enables both coarse- and fine-grained classification, it can guarantee efficient resource management, such as a stable network environment, seamless bandwidth guarantee and appropriate QoS. Moreover, even when a new application emerges, it can be easily adapted for incremental updating and scaling. Only additional training for the new part of the application traffic is needed instead of retraining the entire system. The performance of the proposed system is validated via experiments which confirm that its recall and precision measures are satisfactory.

일부지역 대학생들의 이성교제 여부가 구강건강행태에 미치는 영향 (A Study on the Impact of Relationship on the Oral Health Behaviors among University Students)

  • 하정은;김수빈;김수진;서은지;이지영;정여진;김민지
    • 대한통합의학회지
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    • 제5권3호
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    • pp.83-90
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    • 2017
  • Purpose : The purpose of this study was to investigate whether or not the effects of the relationship among college students on the oral health were affected by the increased interest in the appearance. Methods : After explanation of this study, we conducted the questionnaire to those who accepted questionnaire from April 26 to May 28, 2017. In order to collect the data, Naver-form (mobile) questionnaire was distributed to the research subjects and the collected data. The analysis technique used the frequency and percentage to examine the general characteristics of the subjects and the status of the relationship. Chi-square test was used to examine the number of toothbrushes, toothbrushing time, oral health concern, regular oral examination and scaling, use of oral care products, smoking status, and bad breath. Result : Among the total of 190 research subjects, 79 (41.6 %) were male and 111 (58.4 %) were female. The presence of brushing just before going out and carrying a toothbrush were more frequent for those subjects who are in relationship (p<.001). The subjects who considered oral hygiene to be important were higher in those who were in relationship (p<.001). Conclusion : Some oral health care behaviors such as toothbrushing just before going out or carrying a toothbrush were well formed, and oral hygiene was important in those who were in relationship.

일측성 성대마비 환자에서 Artecoll을 이용한 성대주입술의 효과 및 안전성 (The Effect of Artecoll Injection for the Patients with Unilateral Vocal Cord Paralysis)

  • 오재원;이승원;김민범;윤영선;김관민;손영익
    • 대한후두음성언어의학회지
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    • 제16권2호
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    • pp.129-134
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    • 2005
  • Background and Objectives : Artecoll(R) is an injectable soft tissue filler, which is a suspension of polymethylmethacrylate microspheres in $3.5\%$ bovine collagen solution. The authors aimed to determine the clinical of Artecoll of Artecoll(R) as an injection material into the vocal fold to correct the glottal insufficiency caused by unilateral vocal cord paralysis. Materials and Methods : Forty-one consecutive patients with unilateral vocal cord paralysis received percutaneous Artecoll injections under local anesthesia. Acoustic, aerodynamic and stroboscopic analyses were prospectively provided before, 1 week and 3 months after injection. Perceptual GRBAS grading by speech language pathologists and subjective ratings of the hoarseness and aspiration by the patients were also obtained. Results : Aerodynamic parameter(maximal phonation time) were significantly improved after the injection (p<0.05). Acoustic parameters (jitter and shimmer) were improved at the 3rd month follow-up. GRBAS uading and patients own subjective scaling of hoarseness and aspiration also showed significant improvement (p<0.05). Early or delayed significant side effects were not observed. Conclusion : Vocal fold injection with Artecoll is a convenient, safe and useful method of temporarily correcting the glottal insufficiency. Further long-term follow-up studies will answer the usefulness and safety of the Artecoll injection laryngoplasty.

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중·고등학생의 구강건강신념이 구강건강관리행동에 미치는 영향: 건강신념모형을 적용하여 (The impact of health belief model in the middle and high school students on oral health behaviors)

  • 임희정;김형주;안용순
    • 한국치위생학회지
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    • 제15권1호
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    • pp.111-118
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    • 2015
  • Objectives: The aim of the study is to investigate the health belief model affecting the oral health behavior in middle and high school students. Methods: The subjects were 296 middle and high school students in Seoul, Gyeonggi and Incheon from February 15 to March 21, 2014. The students filled out the self-reported questionnaires after receiving informed consents. The instrument was adopted and revised from those of Kim & Hwang, and Choi & Joo. The questionnaire consisted of 4 questions of general characteristics, 9 questions of oral health status including subjective oral health status, frequency of tooth brushing, duration of tooth brushing, method of tooth brushing, use of oral health devices, dental clinic visit, scaling services, snack intake, and smoking. The oral health belief consisted of 25 questions including susceptibility, seriousness, barriers, benefit, and self-efficacy using Likert 5 scale. The reliability of Cronbach's alpha in the study was 0.725. Data were analyzed using SPSS ver 18.0 for frequency analysis, t-test, ANOVA, ${\chi}^2$-test, and Pearson's correlation coefficient, simple regression, and binary logistic regression. Results: Oral health beliefs of middle and high school students affected the oral health behaviors. Susceptibility, barriers and self-efficacy also influenced on the oral health behaviors. In order to provide the best oral health education, susceptibility and self-efficacy are the primary factors to increase motivation because the motivation endows the students with correction of oral health behaviors that improve the knowledge, attitudes, and decrease barriers in oral hygiene. Conclusions: It is important to correct oral health behaviors in the middle and high school students by providing the continuing and systematic oral health education.

일부 정신의료기관 정신질환자의 상태와 구강건강실태와의 관계 (The relationship between mental illness state and oral health management of mental patients in mental health care institutions)

  • 윤성욱;남인숙;전매숙
    • 한국치위생학회지
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    • 제14권4호
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    • pp.547-553
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    • 2014
  • Objectives : This research aims to analyze the relationship between the state of mental illness and oral health management of mental patients in mental health care institutions. Methods : The data were randomly selected from 474 patients in mental health care institutions. and analyzed by SPSS WIN 12.0 program. Results : Schizophrenia accounted for 79.5%(337 patients) ; alcohol dependency, 5.3%(25 patients) ; mental retardation, 2.7%(13 patients) ; mental development disorder, 3.0%(14 patients) ; mental delusion and dementia, 7.6%(36 patients). Those who were in 40s had the highest dental caries of 3.95 and the highest remaining teeth of 26.76 were shown in the 20s. The correlation between remaining teeth and mental retardation was the highest, measuring 22.38(p<.05). Those who were in 70s had the serious periodontal condition that accounted for 41.3%(12 patients)(p<.05). The correlation coefficient for all factors-dental caries, remaining teeth, need for scaling, and periodontal condition-between mental illness condition and oral health were all positive(p <.05). The regression analysis resulted in the formula Y(mental health condition)=2.999+0.166(dental aries)-0.028(remaining teeth). Conclusions : Those who had mental illness had very poor and serious dental caries and periodontal diseases, so it is necessary to manage the dental health care for the mentally ill patients.

Effects of electron donors and acceptors in generating bioelectrical energy using microbial fuel cells

  • Gurung, Anup;Oh, Sang-Eun
    • 한국환경농학회지
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    • 제31권1호
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    • pp.24-29
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    • 2012
  • BACKGROUND: In recent years, microbial fuel cells (MFCs) have emerged as a promising technology for recovering renewable energy from waste biomass, especially wastewater. In this study, the possibility of bioelectricity generation in two chambered mediator-less microbial fuel cells (MFCs) was successfully demonstrated using fermentable and non-fermentable substrates. METHODS AND RESULTS: Two different electron acceptors have been tested in the cathode chamber for the effects of reducing agent on the power generation in MFCs. The average voltages of $0.26{\pm}0.014$ V and $0.36{\pm}0.02$ V were achieved with acetate using oxygen and potassium ferricyanide as reducing agent, respectively. Similarly, with glucose the average voltages of $0.256{\pm}0.05$ V and $0.340{\pm}0.04$ V were obtained using oxygen and ferricyanide, respectively. Using potassium ferricyanide as the reducing agent, the power output increases by 39 and 43% with acetate and glucose, respectively, as compared to the dissolved oxygen. Slightly higher coulombic efficiency (CE%) was obtained in acetate as compared to MFCs operated with glucose. The maximum power densities of 124 mW/$m^2$ and 204 mW/$m^2$ were obtained using dissolved oxygen and $K_3Fe(CN)_6$, respectively. CONCLUSION(s): This study demonstrates that power generation from the MFCs can be influenced significantly by the different types of catholyte. Relatively higher CE was obtained with $K_3Fe(CN)_6$. Thus, application of $K_3Fe(CN)_6$ as the catholyte can be vital for scaling uppower generation from the MFCs forreal time applications.

작은 풀화재에서의 연기 특성 (Smoke Characteristics of a Small Scale Pool Eire)

  • 이의주;안찬솔;신현준;오광철;이은도
    • 한국화재소방학회논문지
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    • 제19권3호
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    • pp.58-63
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    • 2005
  • 등유 풀화재의 화염과 연소에 의해 생성되는 연기의 특성에 대해서 조사하였다. 다양한 발열량을 위해 직경을 변하게 할 수 있는 팬버너를 제작하였다. 풀화재를 조사하기 위해 화염 높이와 떨림 주파수를 분석하였다. 실험적으로 풀화염 높이는 이론적 상관관계 증가율과 잘 일치하지만, 정량적으로는 등유의 연소율에 기인하여 과대 평가된 값을 보인다. 연기의 특성을 조사하기 위해 세 가지의 실험방법을 사용하였다. 먼저 가스분석기를 이용하여 연소시 발생되는 주요 가스 농도를 측정하였는데 이산화탄소의 생성과 산소의 소모율은 풀화염의 열방출율에 비례하지만, 일산화탄소의 발생에 대한 경향성은 발견할 수 없었다. 연기의 매연입자를 광감쇄법과 TEM 이미지를 이용하여 특성을 조사하였다 연기밀도는 발열량의 증가에 따라 매우 급격히 증가하였고, 등유 풀화염에서 발생한 매연입자들은 자연적인 연소조건임에도 불구하고 역확산 제트화염에서 생성된 매연과 유사한 형태와 탄화정도를 보임이 관찰되었다.

일본인 관광객의 의료관광상품 선호도 영향요인 분석 (Influencing Factors to Preference of Medical Tourism Products of Japanese Tourists)

  • 윤성용;이재국;류시원
    • 한국병원경영학회지
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    • 제15권4호
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    • pp.165-190
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    • 2010
  • Objectives : This study was supposed to investigate factors which influence to preference of medical tourism products of Japanese tourists in Seoul, Korea. Methods : Data were collected from 228 Japanese tourists who visited' Seoul Center for Culture & Tourism' in Myeong-dong, Seoul, Korea. We measured factors which influence to preference for medical tourism. The data were analyzed by T-test, ANOVA, and multiple regression analysis. Results : The major findings were as follows ; Japanese tourists preferred medical products in the order of skin care, oriental medicine treatment, health screening, and scaling & teeth whitening. They considered technical level of medical staff most importantly, followed by safety of medical products, communication during diagnosis and treatment, follow-up service, modernization of medical facilities and equipment, and the reasonable medical expenses. Japanese tourists' preferred medical institutions in the order of a university hospital, a specialty clinic, a special hospital, They said they intend to pay 50,000 to 150,000 yen for medical tourism. The preference to medical tourism products are that single women group in their twenties and thirties for skin care, married people group aged over thirties preferred oriental medicine treatment, and married men aged over forties and high income earners favored health screening. Conclusions : It should be considered carefully that the preference exists on some factors especially for Japanese tourist. Further research about preference on medical tourism products for tourists from the other countries is required appropriately to fulfill the needs.

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증강현실 토이게임의 개발 특징에 따른 요소 분석 연구 (A Study on the Elements Analysis according for the Development Characteristics of the Augmented Reality Toy-Games)

  • 송현주;노해선;이대웅
    • 한국게임학회 논문지
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    • 제17권6호
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    • pp.51-62
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    • 2017
  • 증강현실 토이게임은 이런 증강현실 게임의 개념 내에서 볼 수 있는 새로운 게임 장르의 일종으로, 현실세계의 완구를 이용해서 게임을 진행하는 콘텐츠 혹은 하드웨어를 부르는 용어이다. 본 연구는 이런 증강현실을 기반으로 하고 있는 토이게임 개발에 관한 모델을 위한 요소를 분석하는 것을 목적으로 한다. 본 연구는 다른 게임과 다르게 나타나는 토이 게임의 세 가지 특징을 기존 관련 연구를 기반으로 분석했다. 그리고 선정한 요소들을 증강현실 토이게임을 개발할 때 고려할 중요 요소들을 도출했다. 도출한 요소들의 개발요소 적합도를 알아보기 위해 설문을 진행하고, 탐색적 요인분석 방법으로 분석해서 검증해 보았다. 그 결과 일부 문항을 제외하고 변수 선정의 합당한 결과가 나왔으며 요소다차원척도법으로 분류해 본 결과 군집분석에서 합당한 것으로 분류되었다.

기하학 정보를 이용한 3차원 모델 검색 (3D Model Retrieval Using Geometric Information)

  • 이기호;김낙우;김태용;최종수
    • 한국통신학회논문지
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    • 제30권10C호
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    • pp.1007-1016
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    • 2005
  • 본 논문은 3차원 모델의 모양 기반 검색을 하기 위한 모델의 특징을 추출하는 방법을 제시한다. 3차원 모델의 특징 기술자는 모델에 대한 위치, 회전, 크기 변환에서 그 특징이 불변해야 하기 때문에, 모델을 정규 좌표계로 표시하기 위한 선(先)처리 작업이 필요하다. 우리는 선처리 작업을 위해서 주성분 분석 방법을 사용하였으며, 이 방법은 최소 경계 상자와 외접구의 생성을 위해서도 이용되었다. 제안한 알고리즘은 다음과 같다. 반지름 1인 외접구를 만들고, 구의 중심에 3차원 모델을 위치시킨 후, 반지름이 다른 동심구($r_i=i/n,\;i=1,2,{\ldots},n$)를 생성하고, 이 동심구들과 모델이 접하는 면을 구한 다음 그 면에 대한 곡률을 계산한다. 여기서 구한 곡률을 3차원 모델의 특징 기술자로 사용하게 된다. 실험 결과는 타 알고리즘에 비해 제안하는 방법이 상대적으로 적은 빈(bin) 수를 가졌음에도 불구하고 ANMRR 평가 함수에 의해 최소 0.1에서 0.6 이상의 성능 개선 효과가 나타나고 있음을 보여 준다. 본 논문은 색인 기법으로 $R{^*}-tree$를 사용하였다.