• Title/Summary/Keyword: 이상점

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Algorithm for the L1-Regression Estimation with High Breakdown Point (L1-회귀추정량의 붕괴점 향상을 위한 알고리즘)

  • Kim, Bu-Yong
    • Communications for Statistical Applications and Methods
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    • v.17 no.4
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    • pp.541-550
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    • 2010
  • The $L_1$-regression estimator is susceptible to the leverage points, even though it is highly robust to the vertical outliers. This article is concerned with the improvement of robustness of the $L_1$-estimator. To improve its robustness, in terms of the breakdown point, we attempt to dampen the influence of the leverage points by means of reducing the weights corresponding to the leverage points. In addition the algorithm employs the linear scaling transformation technique, for higher computational efficiency with the large data sets, to solve the linear programming problem of $L_1$-estimation. Monte Carlo simulation results indicate that the proposed algorithm yields $L_1$-estimates which are robust to the leverage points as well as the vertical outliers.

Firework plot as a graphical exploratory data analysis tool for evaluating the impact of outliers in skewness and kurtosis of univariate data (일변량 자료의 왜도와 첨도에서 특이점의 영향을 평가하기 위한 탐색적 자료분석 그림도구로서의 불꽃그림)

  • Moon, Sungho
    • The Korean Journal of Applied Statistics
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    • v.29 no.2
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    • pp.355-368
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    • 2016
  • Outliers and influential data points distort many data analysis measures. Jang and Anderson-Cook (2014) proposed a graphical method called a rework plot for exploratory analysis purpose so that there could be a possible visualization of the trace of the impact of the possible outlying and/or influential data points on the univariate/bivariate data analysis and regression. They developed 3-D plot as well as pairwise plot for the appropriate measures of interest. This paper further extends their approach to identify its strength. We can use rework plots as a graphical exploratory data analysis tool to evaluate the impact of outliers in skewness and kurtosis of univariate data.

Scheme about extracting feature points by using edge information and Scale Space Filtering (에지정보와 Scale Space 필터를 이용한 특징점 추출 기법)

  • 김정학;박영태
    • Proceedings of the Korean Information Science Society Conference
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    • 2002.10d
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    • pp.565-567
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    • 2002
  • 동영상에서 특정 물체를 추적하기 위하여 여러 가지 알고리즘이 적용된다. 그 중에서 특징점을 추출하고 정합하여, 움직이고 있는 물체를 추적하는 방법을 소개한다. 특징점을 추출하는 방법 중에서 에지정보를 이용하는 방법과 직접 이미지에 접근하는 방식이 있다. 본 논문에서는 물체의 에지정보를 이용하여 특징점을 추출하는 기법을 제안한다. 널리 이용되고 있는 Canny Edge Detection(1) 알고리즘 이용, 에지를 얻게 되는데, 여기서 특징점 추출에 오류를 발생시킬 수 있는 경우에 대비하여 에지를 보정하고, 결과의 에지에서 특징 점을 추출한다. 보정된 에지정보에서 시작점, 끝점, 둘 이상의 에지가 모인 분기점과 굴곡률이 국부 최대인 지점을 찾아 특징점을 추출한다.

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Fast Structure Recovery and Integration using Scaled Orthographic Factorization (개선된 직교분해기법을 사용한 구조의 빠른 복원 및 융합)

  • Yoon, Jong-Hyun;Park, Jong-Seung;Lee, Sang-Rak;Noh, Sung-Ryul
    • 한국HCI학회:학술대회논문집
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    • 2006.02a
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    • pp.486-492
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    • 2006
  • 본 논문에서는 비디오에서의 특징점 추적을 통해 얻은 2D 좌표를 이용한 3D 구조를 추정하는 방법과 네 점 이상의 공통점을 이용한 융합 방법을 제안한다. 영상의 각 프레임에서 공통되는 특징점을 이용하여 형상을 추정한다. 영상의 각 프레임에 대한 특징점의 추적은 Lucas-Kanade 방법을 사용하였다. 3D 좌표 추정 방법으로 개선된 직교분해기법을 사용하였다. 개선된 직교분해기법에서는 3D 좌표를 복원함과 동시에 카메라의 위치와 방향을 계산할 수 있다. 복원된 부분 데이터들은 전체를 이루는 일부분이므로, 융합을 통해 완성된 모습을 만들 수 있다. 복원된 부분 데이터들의 서로 다른 좌표계를 기준 좌표계로 변환함으로써 융합할 수 있다. 융합은 카메라의 모션에 해당하는 카메라의 위치와 방향에 의존된다. 융합 과정은 모두 선형으로 평균 0.5초 이하의 수행 속도를 보이며 융합의 오차는 평균 0.1cm 이하의 오차를 보였다.

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Ickpt: An Efficient Incremental Checkpointing Using Page Writing Fault (Ickpt: 페이지 폴트를 사용한 효율적인 점진적 검사점)

  • 이상호;허준영;김상수;조유근;홍지만
    • Proceedings of the Korean Information Science Society Conference
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    • 2004.04a
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    • pp.145-147
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    • 2004
  • 점진적 검사점은 검사점 사이의 변경된 상태만을 기록하는 방식으로 검사점 오버헤드를 줄이는 기법으로 알려져 있다. 본 논문에서는 효율적인 점진적 검사점인 Ickpt의 설계 내용과 함께 리눅스 커널 2.4.20에서 구현하는 기법에 대해 설명한다. Ickpt는 리눅스 운영체제에서 제공하는 페이지 쓰기 결함을 이용하여, 변경된 페이지만을 새로운 검사점에 저장한다. Ickpt의 실험 결과는 비점진적 검사점을 사용한 것에 비하여 상당히 오버헤드를 줄일 수 있음을 보여준다.

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The factors influencing the quantity of Phoria: I. A study of effects to the quantity of Phoria by the refractive error and the conformity to the optical center and the pupillary center (사위량에 영향을 미치는 요인: I. 굴절이상, 동공중심과 광학중심의 일치에 따른 연구)

  • Kim, Jung-Hee
    • Journal of Korean Ophthalmic Optics Society
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    • v.9 no.2
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    • pp.361-370
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    • 2004
  • The purpose of this study was to evaluate the outcome and Factors that influence the quantity of Phoria in the low correction and perfect correction. Also the coincidence with the opticenter and the pupillary distance was a principal factor that influence the quantity of Phoria. Thereupon, this study is attributed to promote the perfect Phoria test. The subjects for this study were 120 persons(240 eye) in myopic refractive errors. ISP/WIN program was used for the data analysis. The collected data was analyzed by descriptive statistics and Spearman's correlation coefficient. The results of this study were as follows: 1. The prism pattern was difference between low correction and perfect correction in the Phoria test. The proportion of orthophoria was changed from 10.0% to 12.5%, exophoria was changed from 67.5% to 62.5%, and esophoria was changed from 22.0% to 32.5%, respectively. 2. The average of optical center distance and pupillary distance were 31.70mm and 31.49 mm, respectively. 3. Among the 120 myopic glasses wearers, the distance between optical centers was coincided with the pupillary distance in 37.5%, and discrepant in 62.5%. 4. For the patients who were coincided with the pupillary distance, the proportion of exophoria decreased 53.33%, esophoria increased 20.0%. 5. For the changing of the quantity of Phoria in the low correction, the degree of exophoria decreased 1.11 prism diopters in the perfect correction, esophoria increased 0.39 prism diopters.

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Outcomes of a Multisensory and Motor-Based Group Activity Program (치매노인의 다감각(Multisensory)과 신체활동(Physical activity)을 병합한 그룹 활동 프로그램의 적용 효과)

  • Jung, Hae-In
    • Therapeutic Science for Rehabilitation
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    • v.4 no.1
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    • pp.53-62
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    • 2015
  • Objective : This study aimed to evaluate the effects of multisensory and Motor-Based group activity program on the problem behaviors and burden of care in persons with dementia. Methods : Five persons with moderate to severe dementia and significant problem behaviors, received 4 weeks of multisensory and Motor-based group activity program. The Neuropsychiatric Inventory was employed in the pretest and posttest. Analysis was performed using SPSS and including Wilcoxon signed rank test. Results : Participants' average problem behavior scores decreased from 70 in the pretest to 38 after program. Mean scores of burden of care decreased from 47 to 29. Conclusion : Multisensory and Motor-Based group activity program can be an effective method to decrease problem behaviors and burden of care for older people with dementia.

Analysis of Pain Records for Cancer Patients Complaining of Moderate or Severe Pain (중등도 이상의 통증을 호소하는 암환자의 통증간호기록 분석)

  • Park, Ran Hee;Cho, Ok Hee;Yoo, Yang Sook
    • Journal of Hospice and Palliative Care
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    • v.17 no.4
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    • pp.270-277
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    • 2014
  • Purpose: This is a retrospective study that investigated cancer patients' complaints of moderate or severe pain to analyze pain characteristics, pain relief interventions and their effects. Methods: The participants of this study were 363 patients who were hospitalized in the cancer ward for three to 30 days and scored 4 points or higher on the pain severity assessment. Results: The most frequent region of pain was the abdomen. The most frequent factor that exacerbated pain was movement. The most frequent pain alleviating factor was administration of analgesics. The most frequent pain type was breakthrough pain, and the most frequent non-pharmaceutical intervention for pain control was heat therapy. Among all, analgesics were routinely prescribed for 52.2% of the participants. Morphine sulfate was the most frequently used analgesic while Gabapentin was the most frequently used non-narcotic analgesic. At the time of discharge, 82.5% of the participants marked their pain intensity as 3 points or lower. Conclusion: For cancer patients complaining of moderate or severe pain, it is important to actively control pain from the beginning of admission. Thus, it is necessary to educate not only cancer patients using narcotic analgesic for pain control and their families but nurses about the effects and side-effects of drugs. Moreover, patients and their families need to learn how to assess and record pain at home to collect data that can be referred for future treatment.

여성의 스트레스 및 문제음주가 피부건강에 미치는 영향

  • Son, Ae-Ri;Kim, Jin-Yeong
    • Proceedings of The Korean Society of Health Promotion Conference
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    • 2010.05a
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    • pp.149-149
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    • 2010
  • 본 연구는 인구사회적 특성, 음주, 스트레스 및 수면이 피부건강에 미치는 영향을 파악하기 위하여 415명을 대상으로 하였으며, 그 결과를 요약하면 다음과 같다. 1. 인구사회적 특성에 따른 피부건강상태는 건성 피부, 지성 피부에서 연령에 따른 유의 한 차이를 보였으며, 결혼상태는 기혼자가 미혼자보다 건성 피부의 점수가 유의하게 높았고, 지성 피부, 민감성 피부, 노화 피부는 통계적으로 유의한 차이가 없었다. 2. 음주자, AUDIT 점수 8점 이상인 문제음주자, 16점 이상인 알코올의존자, 및 CAGE가 1점 이상인 문제음주자에서 피부상태의 하위변수인 지성피부에서 유의하였으며, 민감성 피부는 문제음주자에서만 유의하였다. 3. 스트레스와 피부상태와 지각된 피부건강에 차이가 있는지를 분석한 결과 유의하지 않았다.

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