• 제목/요약/키워드: Community Detection

검색결과 325건 처리시간 0.025초

서명된 속성 소셜 네트워크에서의 Absolute-Fair Maximal Balanced Cliques 탐색 (Absolute-Fair Maximal Balanced Cliques Detection in Signed Attributed Social Network)

  • 양예선;펭소니;박두순;이혜정
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2022년도 춘계학술발표대회
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    • pp.9-11
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    • 2022
  • Community detection is a hot topic in social network analysis, and many existing studies use graph theory analysis methods to detect communities. This paper focuses on detecting absolute fair maximal balanced cliques in signed attributed social networks, which can satisfy ensuring the fairness of complex networks and break the bottleneck of the "information cocoon".

적합도 함수를 이용한 커뮤니티 통합에 필요한 추가에지수 결정 및 위치 선정 방법 (A Method to Decide the Number of Additional Edges and Their Locations to Integrate the Communities by Using Fitness Function)

  • 전병현;이상훈;한치근
    • 한국컴퓨터정보학회논문지
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    • 제19권12호
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    • pp.239-246
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    • 2014
  • 본 논문에서는 네트워크 내에 존재하는 두 개의 커뮤니티 A,B($${\mid}A{\mid}{\geq_-}{\mid}B{\mid}$$, ${\mid}{\cdot}{\mid}$는 커뮤니티의 노드 개수)를 통합하는데 필요한 에지 수 및 에지 위치를 결정하는 알고리즘을 제안한다. 제안된 알고리즘은 커뮤니티 내,외부로 향하는 에지들의 개수를 이용하여 커뮤니티의 성질을 나타내는 적합도 함수를 이용하고, 큰 값을 가질수록 커뮤니티로서의 성질이 크다는 것을 의미한다. 제안된 알고리즘은 그리디 방식으로, B의 하나의 노드에 대해 해당 노드를 A로 병합할 때 커뮤니티 A의 적합도 값이 증가할 수 있는 최소에지수를 결정한다. 최소에지수가 결정된 후, 새로 추가될 에지의 위치를 결정하기 위해 노드 중앙성을 이용한 커뮤니티 연결도 지표를 정의한다. 추가 에지의 위치는 통합된 커뮤니티 연결도 지표를 최대로 만들 수 있도록 결정한다. B의 모든 노드에 대해 이러한 과정을 적용하여 두 커뮤니티를 통합한다. Zachary의 가라데클럽 네트워크를 이용하여 제안된 알고리즘의 실효성을 검증하였다.

Lung Cancer Detection by Screening - Presenting Circulating miRNAs as a Promising Next Generation Biomarker Breakthrough

  • Ramshankar, Vijayalakshmi;Krishnamurthy, Arvind
    • Asian Pacific Journal of Cancer Prevention
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    • 제14권4호
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    • pp.2167-2172
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    • 2013
  • Lung cancer remains a major cause of morbidity and mortality worldwide, accounting for more deaths than any other cause. All the clinical practice guidelines recommended against routine screening for lung cancer have cited lack of robust evidence, at least until a few years back. However, the potential to screen lung cancers has received renewed interest due to superior performance of low dose CT (LD-CT) in detecting early stage cancers. The incremental costs and risks involved due to the invasive procedures in the screened population due to a high false positivity rate questions the use of LD-CT scan as a reliable community based screening tool. There is therefore an urgent need to find a less invasive and a more reliable biomarker that is crucial to increase the probability of early lung cancer detection. This can truly make a difference in lung cancer survival and at the same time be more cost and resource utilization effective. Sampling blood serum being minimally invasive, low risk and providing an easy to obtain biofluid, needs to be explored for potential biomarkers. This review discusses the use of circulatory miRNAs that have been able to discriminate lung cancer patients from disease free controls. Several studies conducted recently suggest that circulating miRNAs may have promising future applications for screening and early detection of lung cancer.

Educational Intervention on Breast Cancer Early Detection: Effectiveness among Target Group Women in the District of Gampaha, Sri Lanka

  • Vithana, PVS Chiranthika;Ariyaratne, MAY;Jayawardana, PL
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권6호
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    • pp.2547-2553
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    • 2015
  • Purpose: The present study concerns the effectiveness of an educational intervention for improving knowledge, attitudes and practices (KAP) of breast cancer early detection among target group women (TGW) in the district of Gampaha, Sri Lanka. Materials and Methods: The study was a community-based intervention. Two medical officer of health areas in Gampaha district were selected using random sampling as intervention (IA) and control (CA). Public health midwives (PHMs) in the IA were exposed to the educational intervention first, conducted the same among the TGW through PHMs. KAP was assessed using an interviewer- administrated questionnaire among 260 TGW from each area selected using cluster sampling before and six months after the intervention. Results: The overall median scores for KAP among TGW in IG increased significantly from pre intervention level of 54% (IQR: 46-59%), 50% (IQR: 41-59%), and 0% (IQR: 0-20%) to post intervention level of 77% (IQR: 72-82%), 68% (IQR: 59- 76 %) and 40% (IQR: 20-60%) respectively. In CG, overall median scores for KAP remained almost the same at pre intervention 54% (IQR:44-59%), 50% (IQR:36-59%) and 0% (IQR: 0-20%) and post intervention 54% (IQR:46-59%), 50% (IQR:36-64%) and 0% (IQR: 0-20%) respectively. Conclusions: The educational intervention was found to be effective.

A FRF-based algorithm for damage detection using experimentally collected data

  • Garcia-Palencia, Antonio;Santini-Bell, Erin;Gul, Mustafa;Catbas, Necati
    • Structural Monitoring and Maintenance
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    • 제2권4호
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    • pp.399-418
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    • 2015
  • Automated damage detection through Structural Health Monitoring (SHM) techniques has become an active area of research in the bridge engineering community but widespread implementation on in-service infrastructure still presents some challenges. In the meantime, visual inspection remains as the most common method for condition assessment even though collected information is highly subjective and certain types of damage can be overlooked by the inspector. In this article, a Frequency Response Functions-based model updating algorithm is evaluated using experimentally collected data from the University of Central Florida (UCF)-Benchmark Structure. A protocol for measurement selection and a regularization technique are presented in this work in order to provide the most well-conditioned model updating scenario for the target structure. The proposed technique is composed of two main stages. First, the initial finite element model (FEM) is calibrated through model updating so that it captures the dynamic signature of the UCF Benchmark Structure in its healthy condition. Second, based upon collected data from the damaged condition, the updating process is repeated on the baseline (healthy) FEM. The difference between the updated parameters from subsequent stages revealed both location and extent of damage in a "blind" scenario, without any previous information about type and location of damage.

Supernova Rates of the Milky Way and the Local Group

  • Koo, Bon-Chul
    • 천문학회보
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    • 제42권1호
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    • pp.36.1-36.1
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    • 2017
  • A major goal of the proposed Korean Neutrino Detector and Telescope is to detect neutrino burst from core-collapse supernova (SN) explosions in the Milky Way, which will provide an unprecedented opportunity to look into the core of an exploding massive star. Detection with high statistics would give important information for the explosion physics. It can also detect neutrino signals from SN events in the Local Group and trigger alert of the event for the astronomical community. In this talk, I will review the SN rates of the Milky Way and the Local Group, and will discuss the implications for the proposed neutrino telescope.

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Breast Cancer in India: Where Do We Stand and Where Do We Go?

  • Khokhar, Anita
    • Asian Pacific Journal of Cancer Prevention
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    • 제13권10호
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    • pp.4861-4866
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    • 2012
  • This is a review article which looks into details what the actual scenario of the problem of breast cancer in our country is. As the problem is on the rise, what is the level of the preparedness at our end to tackle the problem. The articles reviews the epidemiology of breast, high risk factors, detection, diagnosis and treatment facilities also along with that screening facilities and their ground reality, awareness of the women from different walks regarding various issues of breast cancer and what intervention can be made to combat the disease.

굴곡형 흡입관에서의 소음 방사 해석 (Numerical Study of Sound Radiation from curved intake)

  • 심인보;이덕주;안창수
    • 한국전산유체공학회:학술대회논문집
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    • 한국전산유체공학회 2002년도 추계 학술대회논문집
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    • pp.88-94
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    • 2002
  • Curved intakes are commonly used from commercial aircraft to military missile. Sound radiation from the intake of air vehicle affects cabin noise, community noise and military detection. In this paper, Sound radiation from curved intake is computed using the high order, high resolution scheme. The generalized characteristic boundary conditions, adaptive nonlinear artificial dissipation model and conformal mapping for high order, high resolution scheme are used. The geometric change of curved intake and the frequency of acoustic source are considered. Two dimensional Euler equations are solved for theses analyses.

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HbA1C value and Pre-diabetes Early Detection in the Independent Community Pharmacy

  • Oh, C.T.
    • 대한약학회:학술대회논문집
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    • 대한약학회 2003년도 Proceedings of the Convention of the Pharmaceutical Society of Korea Vol.2-2
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    • pp.72.2-72.2
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    • 2003
  • Lifestyle change in the world is spawning an epidemic of Global Obesity. (Newsweek August 11. 2003) People with overweight are at great risk of developing Type II diabetes. The A1C value provides an objective assessment of glucose control over the previous six to eight weeks. The American Diabetes Association recommended values for blood glucose and A1C appear in TABLE 4. In case one who was found to have >7% HbA1C, he(she) may be a patient with pre-DM or DM II. (omitted)

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제3기 지역보건의료계획서에 기술된 핵심사업의 특성에 관한 연구 (A Study on Characteristics of Core Projects Described in 3rd Community Health Plans)

  • 김동문;이원영;문옥륜;김창엽
    • Journal of Preventive Medicine and Public Health
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    • 제37권1호
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    • pp.88-98
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    • 2004
  • Objectives : The 3rd community health plan let health centers select and promote core projects considering budget and manpower. This study analyzed the content and selection processes of core projects, using the nationwide 3rd community health plans, to give relevant information on health center policies. Methods : Classification criteria for content analysis of core projects were established and verified through a literature review and by specialist discussions. Fifty plans were selected by stratified proportional random sampling for regional characteristics. And coding criteria standardized through coding repetition and discussion, by 2 persons (k>0.7). Using stratified proportional random sampling for 16 cities and provinces, regional characteristics, 117 plans were selected, and the contents of the core project selection processes and program contents analyzed. Results : The survey was used by 59.8 % of samples as a core project decision-making method. The partici- pants included 98.6, 81.4, 40 and 38.6% of the health staffs, residents, medical institutions, and administrators, respectively. Discussion was used by 15.4% of samples. The participants were health staffs by 100% as a great. The ranking of the frequencies of the selected core projects were, in order; chronic disease control, health promotion, elderly health, maternal-child health, and oral health at 16.4, 14.8, 14.3, 12.7 and 11.9%, respectively. Analyses on the chronic disease control and elderly health contents showed the diversity of object disease, high rates of visitors on patient detection programs, high rates of unclear target populations, and the provision of medical exams and treatments as the main services, with high variations in business per-formance. The national health budgets for health centers in 2003 were about 910 and 240 million won for chronic disease control and elderly health, respectively, which were less than for the other five priority core projects. Conclusions : The chronic disease control and elderly health at the health centers were not standardized for object disease, patient detection program, target population, service provision, and national support budget was insufficient. Thus it is necessary to develop standard guidelines, and increase financial support, for chronic disease control and elderly health