• Title/Summary/Keyword: rank analysis

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Experimental Study of Backscattered Underwater Signals from Multiple Scatterers (다중 산란체에 의한 수중 산란신호 실험연구)

  • Kim, Eunhye;Yoon, Kwan-seob;Jungyul Na
    • The Journal of the Acoustical Society of Korea
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    • v.23 no.1E
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    • pp.31-39
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    • 2004
  • Backscattered underwater signals from multiple scatterers contain information regarding resolvable spatial distribution of scatterers. This experimental study describes the spectral characteristics of backscattered signal from multiple scatterers, which are regularly or randomly spaced, in terms of their amplitude and phase and a proper signal analysis that will eventually provide scatterer spacing estimation. Air-filled tubes suspended in water, steel balls and plastic tubes buried in the sediment are the multiple scatterers. The cepstrum and the spectral autocorrelation (SAC) methods were used to estimate the scatterer spacing from the backscattered signals. It was found that the SAC method could be improved by employing singular value decomposition (SVD) to extract the effective rank for the spectral components. Unlike the conventional method of estimating the density of scatterers within the insonified volume of water, this type of estimation method would provide better understanding of the spatial distribution of scatterers in the ocean.

Performance Analysis on Hadoop with SSD for Interative Process (SSD 타입 저장장치를 포함하는 Hadoop 시스템의 Iterative Processing 처리 성능 분석)

  • Oh, Sangyoon;Kwon, Seong-Min;Lee, Sookyung
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2016.07a
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    • pp.191-193
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    • 2016
  • 본 논문에서는 SSD 저장장치를 포함하는 하둡의 Iterative Processing에 대한 성능 분석 결과를 소개한다. 하둡은 맵 리듀스 병렬 프로그래밍 모델을 통해 Batch Processing에 특화된 구조를 가지고 있는 프레임 워크이다. 이는 병렬/분산 환경에서 큰 성능향상을 보장하지만, 반복 작업을 수행하는 Iterative Processing에 대하여는 성능이 낮아지는 문제가 존재하고 있다. 이에 본 논문에서는 점차 낮아지는 가격으로 인해 하둡시스템에 적용 가능성이 타진되는 SSD를 통해 반복 작업의 성능이슈를 해결할 수 있는지 확인하고, SSD를 통한 성능향상의 요소가 존재하는지 알아보고자 실험을 진행하였다. 실험에서는 Batch Processing인 word count와 Iterative Processing인 Page Rank 알고리즘을 MapReduce로 구현하고 데이터 크기에 따른 성능 향상도를 측정하였고, SSD 추가와 같은 하드웨어적인 성능을 통한 하둡의 반복 작업은 큰 효율을 기대하기가 어렵다는 결론을 보였다.

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Pupil Detection using PCA and Hough Transform

  • Jang, Kyung-Shik
    • Journal of the Korea Society of Computer and Information
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    • v.22 no.2
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    • pp.21-27
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    • 2017
  • In this paper, we propose a pupil detection method using PCA(principal component analysis) and Hough transform. To reduce error to detect eyebrows as pupil, eyebrows are detected using projection function in eye region and eye region is set to not include the eyebrows. In the eye region, pupil candidates are detected using rank order filter. False candidates are removed by using symmetry. The pupil candidates are grouped into pairs based on geometric constraints. A similarity measure is obtained for two eye of each pair using PCA and hough transform, we select a pair with the smallest similarity measure as final two pupils. The experiments have been performed for 1000 images of the BioID face database. The results show that it achieves the higher detection rate than existing method.

The selection of computerized manufacturing control system using MCDM model (다기준의사결정 모형을 이용한 전산화된 제조관리시스템의 선정에 관한 연구)

  • 정상윤;양대용
    • Journal of the Korea Society of Computer and Information
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    • v.6 no.1
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    • pp.113-118
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    • 2001
  • The purpose of this study is the optimal selection for evaluating alternative computerized manufacturing control software packages. The evaluation and analysis of the alternative computerized manufacturing control software packages is based on a model for Multi-Criteria Decision Making(MCDM). The ultimate of MCDM is to take the best choice among the alternatives or to rank them and the procedure depends on the decision maker's subjective judgement. An example is given to illustrate the application of the MCDM model.

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A Study on the Establishment of the Metropolitan Transportation Area (광역 교통권 설정에 관한 연구)

  • 박병호
    • Journal of Korean Society of Transportation
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    • v.8 no.2
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    • pp.55-66
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    • 1990
  • The research deals with the establishment of transportation areas in the metropolitan cities. The purpose is three-fold ; 1) to review the existing literature : 2) to analyze the commuting (work and school) pattern and interregional movement pattern of passengers and freights ; 3) to establish the metropolitan transportation area based on the above analyses. The transportation area is defined by the analysis of trip pattern to the center city of each metropolitan area. The detailed indices for establishment are selected by the rank-size and time-distance analyses. For the operational purpose, the study defines 3 different transportation areas as follows : the first transportation area means the directly effecting region of the center city ; the second means the region with many reverse trips and development potentials ; and the third means the indirectly effecting region. It can be concluded that the first transportation area includes 10 cities and 5 counties in Seoul metropol tan region, Yangdsan-Gun, Kimhae-Gun and Kimhae-Si in Busan, Dalsung-Gun, Chilgok-Gun and Kyungsan-Gun in Daegu, Hwasung-Gun and Raju-Gun in Kwangju, and Daeduk-Gun in Daejun. These results could be expected to have many implications for the establishment of area-wide public transportation network, the metropolitan transportation decision-making bodies and others.

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An analysis of microarray gene expression using FST (FST를 이용한 마이크로어레이 유전자발현에 관한 해석)

  • Choe, Gyeong-Ok;Jeong, Hwan-Muk
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2007.04a
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    • pp.77-80
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    • 2007
  • 현재 생명공학은 급속도로 발전하고 있으며, 이를 통해 만들어지는 생물정보의 양은 기하급수적으로 늘어나고 있다. 이러한 것을 가능하게 하는 기술 중의 하나인 마이크로어레이 기법은 현재 질병의 진단 및 신약 개발 등을 위해 사용되고 있다. 마이크로어레이 유전자 발현에 관한 분석은 크게 유의한 유전자 추출, 클러스터링, 분류 및 유전자 네트워크 구축 등으로 볼 수 있다. 유의한 유전자 식별을 위한 통계학적 방법으로 T-test 및 Wilcoxon Rank Sum test 등이 있다. 최근에는 수정인자를 추가하거나 혹은 퍼지이론 등의 지능정보 이론을 추가하여 그 계산결과를 좀 더 상세화하고 세분화하는 연구들이 계속되고 있다. 본 논문에서는 두 개의 그룹에서 발현된 유전자들 중 유의하게 발현되는 유전자를 식별하기 위한 방법으로 퍼지이론을 도입하여 유의한 유전자를 규명하는 FST(Fuzzy Significance Test) 방법을 제안한다.

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A Concept of Fuzzy Wavelets based on Rank Operators and Alpha-Bands

  • Nobuhara, Hajime;Hirota, Kaoru
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2003.09a
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    • pp.46-49
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    • 2003
  • A concept of fuzzy wavelets is proposed by a fuzzification of morphological wavelets. In the proposed fuzzy wavelets, analysis and synthesis schemes can be formulated as the operations of fuzzy relational calculus. In order to perform an efficient compression and reconstruction, an alphaband is also proposed as a soft thresholding of the wavelets. In the image compression/reconstruction experiment using test images extracted Standard Image DataBAse (SIDBA), it is confirmed that the root mean square error (RMSE) of the proposed soft thresholding is decreased to 87.3% of the conventional hard thresholding.

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Correlation Between the External Laryngeal Length and the Habitual Speaking Fundamental Frequency (외 후두부 길이와 발화기본주파수 간의 상관관계)

  • Nam, Do-Hyun;Rheem, Sung-Sue;Choi, Hong-Sik
    • Phonetics and Speech Sciences
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    • v.1 no.4
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    • pp.187-193
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    • 2009
  • For this study, the external laryngeal lengths of 9 females and 9 males with normal voices were measured together with their ages, heights, and weights, and after they read aloud sentences for 3 minutes, their habitual speaking fundamental frequencies, speaking low pitches, speaking high pitches, and vocal fold closed quotients were measured. The Spearman rank correlation analysis on these data showed a significant negative correlation between the external laryngeal length and the habitual speaking fundamental frequency for both females and males, a significant negative correlation between the external laryngeal length and the speaking high pitch for only males, a significant negative correlation between the external laryngeal length and the speaking low pitch for both females and males, and a significant positive correlation between the external laryngeal length and the vocal fold closed quotient for only males.

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Performance Analysis of Web-Crawler in Multi-thread Environment (다중 쓰레드 환경에서 웹 크롤러의 성능 분석)

  • Park, Jung-Woo;Kim, Jun-Ho;Lee, Won-Joo;Jeon, Chang-Ho
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2009.01a
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    • pp.473-476
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    • 2009
  • 본 논문에서는 다중 쓰레드 환경에서 동작하는 웹 크롤러를 구현하고 성능을 분석한다. 이 웹 크롤러의 특징은 검색시간을 단축하기 위하여 크롤링, 파싱 및 페이지랭킹, DB 저장 모듈을 서로 독립적으로 다른 작업을 수행하도록 구현한 것이다. 크롤링 모듈은 웹상의 데이터를 수집하는 기능을 제공한다. 그리고 파싱 및 페이지랭크 모듈은 수집한 데이터를 파싱하고, 웹 페이지의 상대적인 중요도를 수치로 계산하여 페이지랭크를 지정한다. DB 연동 모듈은 페이지랭크 모듈에서 구한 페이지랭크를 데이터베이스에 저장한다. 성능평가에서는 다중 쓰레드 환경에서 쓰레드 수와 웹 페이지의 수에 따른 검색 시간을 측정하여 그 결과를 비교 평가한다.

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A Study on Specificity of Cancer Incidence in Daegu-Kyungbuk Area (일부 지역의 암발생 특성에 관한 조사연구)

  • 김진모;민경진
    • Korean Journal of Health Education and Promotion
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    • v.6 no.1
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    • pp.60-65
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    • 1989
  • A statistical analysis was made on 15,971 surgically operated patients at D-Medical Center in the year of 1978 and 1988. 1,416 cancer patients among them were classified by sex, age, and malignant tumor site. The obtained results indicated that trend of male cancer was generally similar to the results of nation wide study. But, specific phenomenon was found in the case of female cancer in Daegu-Kyungbuk area. Among females the frequency rank was uterine cervix (35.77%), breast (17.97%), stomach (11.65%) in 1988. The frequency of uterine cervix was higher than other area. Breast cancer was highly ranked tumor compare with other area, and its age distribution also appeared in much younger decade.

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