• 제목/요약/키워드: Best Fitting

검색결과 321건 처리시간 0.024초

Estimates of Direct and Maternal Effects on Growth Traits in Angora Rabbits

  • Niranjan, S.K.;Sharma, S.R.;Gowane, G.R.
    • Asian-Australasian Journal of Animal Sciences
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    • 제23권8호
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    • pp.981-986
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    • 2010
  • Genetic parameters of growth traits were estimated in the German Angora rabbit reared in the sub-temperate region of India. Estimates of (co)variance components were obtained for body weights at weaning (42 days) and post-weaning at 84, 126 and 168 days. A total of 8,324 animal records were used for the analysis of these traits. The data were analyzed by restricted maximum likelihood (REML) fitting six animal models with various combinations of direct and maternal effects. A log likelihood ratio test was used to select the most appropriate univariate model for each trait. Direct heritability estimates were observed to be moderate for the traits under study. Heritability estimates for weaning (42 d), 84, 126 and 168 d weights obtained from the best models were $0.25{\pm}0.05$, $0.17{\pm}0.05$, $0.21{\pm}0.06$ and $0.12{\pm}0.05$. Maternal effects had higher importance at weaning, and declined with the advancement of age. Significant maternal permanent environmental effect on weaning and post-weaning weights was a carryover effect of maternal influences during pre-weaning age. The estimated repeatabilities of doe effects on body weights were 0.37, 0.22, 0.18 and 0.28 at weaning, 84, 126 and 168 d body weight, respectively. Results indicated that modest rate of genetic progress is possible for body weight traits of Angora rabbit through selection. Similarly, these growth traits could be included in selection criteria along with wool traits for early selection of the animals.

Association of Genetic Polymorphisms at 1q22 but not 10q23 with Gastric Cancer in a Southern Chinese Population

  • Yang, Xue-Xi;Li, Fen-Xia;Zhou, Cui-Ping;Hu, Ni-Ya;Wu, Ying-Shong;Li, Ming
    • Asian Pacific Journal of Cancer Prevention
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    • 제13권6호
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    • pp.2519-2522
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    • 2012
  • Objective: Data from a recent genome-wide association studiesy of gastric cancer (GC) and oesophageal squamous cell carcinoma in Chinese living in the Taihang Mountains of north-central China suggest that 1q22 and 10q23 are susceptibility-associated regions for GC. However, this has not been confirmed in southern Chinese populations. The aim of this study was to investigate whether these polymorphisms at 1q22 and 10q23 are associated with the risk of GC in a southern Chinese population. Methods: We selected seven top significant associated single nucleotide polymorphisms (SNPs) at 1q22 and 10q23 and conducted a population-based case-control study in a southern Chinese population. Genotypes were determined using MassARRAYTM system (Sequenome, San Diego, CA). Results: Two SNPs at 1q22, rs4072037 and rs4460629, were significantly associated with a reduced risk of GC, best fitting the dominant genetic model. Logistic regression models adjusted for age and sex showed that rs4072037 AG and GG (OR=0.64, P=0.017, compared with AA) and rs4460629 CT and TT (OR=0.54, P=0.0016, compared with TT) significantly reduced the risk of GC. However, no significant results for the five SNPs at 10q23 were obtained in this study. Conclusion: These outcomes indicate that 1q22 is associated with GC susceptibility in this southern Chinese population, while an association for the locus at 10q23 was not confirmed.

컨볼루션 신경망을 이용한 도시 환경에서의 안전도 점수 예측 모델 연구 (A Safety Score Prediction Model in Urban Environment Using Convolutional Neural Network)

  • 강현우;강행봉
    • 정보처리학회논문지:소프트웨어 및 데이터공학
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    • 제5권8호
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    • pp.393-400
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    • 2016
  • 최근, 컴퓨터 비전과 기계 학습 기술의 도움을 받아 효율적이고 자동적인 도시 환경에 대한 분석 방법의 개발에 대한 연구가 이루어지고 있다. 많은 분석들 중에서도 도시의 안전도 분석은 지역 사회의 많은 관심을 받고 있다. 더욱 정확한 안전도 점수 예측과 인간의 시각적 인지를 반영하기 위해서, 인간의 시각적 인지에서 가장 중요한 전역 정보와 지역 정보의 고려가 필요하다. 이를 위해 우리는 전역 칼럼과 지역 칼럼으로 구성된 Double-column Convolutional Neural Network를 사용한다. 전역 칼럼과 지역 칼럼 각각은 입력은 크기가 변환된 원 영상과 원 영상에서 무작위로 크로핑을 사용한다. 또한, 학습 과정에서 특정 칼럼에 오버피팅되는 문제를 해결하기 위한 새로운 학습방법을 제안한다. 우리의 DCNN 모델의 성능 비교를 위해 2개의 SVR 모델과 3개의 CNN 모델의 평균 제곱근 오차와 상관관계 분석을 측정하였다. 성능 비교 실험 결과 우리의 모델이 0.7432의 평균 제곱근 오차와 0.853/0.840 피어슨/스피어맨 상관 계수로 가장 좋은 성능을 보여주었다.

Interactive prostate shape reconstruction from 3D TRUS images

  • Furuhata, Tomotake;Song, Inho;Zhang, Hong;Rabin, Yoed;Shimada, Kenji
    • Journal of Computational Design and Engineering
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    • 제1권4호
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    • pp.272-288
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    • 2014
  • This paper presents a two-step, semi-automated method for reconstructing a three-dimensional (3D) shape of the prostate from a 3D transrectal ultrasound (TRUS) image. While the method has been developed for prostate ultrasound imaging, it can potentially be applicable to any other organ of the body and other imaging modalities. The proposed method takes as input a 3D TRUS image and generates a watertight 3D surface model of the prostate. In the first step, the system lets the user visualize and navigate through the input volumetric image by displaying cross sectional views oriented in arbitrary directions. The user then draws partial/full contours on selected cross sectional views. In the second step, the method automatically generates a watertight 3D surface of the prostate by fitting a deformable spherical template to the set of user-specified contours. Since the method allows the user to select the best cross-sectional directions and draw only clearly recognizable partial or full contours, the user can avoid time-consuming and inaccurate guesswork on where prostate contours are located. By avoiding the usage of noisy, incomprehensible portions of the TRUS image, the proposed method yields more accurate prostate shapes than conventional methods that demand complete cross-sectional contours selected manually, or automatically using an image processing tool. Our experiments confirmed that a 3D watertight surface of the prostate can be generated within five minutes even from a volumetric image with a high level of speckles and shadow noises.

1920∼1930년대 서울지역 전통주거의 근대적 특성에 관한 연구 - 박길룡의 '중부지방가구법'에 대한 '주택개량론'을 토대로 - (A Study on the Modernity Characteristics of the Traditional Housing in Seou1 1920s∼1930s - Based on 'Housing Improvement Theory' on 'the Housing Plan of the Middle Area of Choseon' by Park, Kil-Ryong -)

  • 박형진
    • 한국실내디자인학회논문집
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    • 제13권6호
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    • pp.99-106
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    • 2004
  • The purpose of this study is to investigate the modernity characteristics of the traditional housing in Seoul 1920s to 1930s setting the criterion for analyses based on a Korean architect, Park, Kil-Ryong 'Housing improvement theory' about 'the Housing Plan of the Middle Area in Choseon'. The architect Park, Kil-Ryong expressed 'Housing Improvement Theory' positively founded on having a deep knowledge of traditional architecture. At his early working stage in 1928, he announced 'Housing Improvement Theory' about 'the Housing Plan of the Middle Area in Choseon' from the paper titled 'An Inquiry into the Housing of the Middle Area in Choseon', It is inferred that his paper quite affected the modern changes of traditional housing of those days. As the results of the study, even though the main floored room still keeps the symbolical and central position in traditional housing, the size of that is designed to be smaller than before. The room on the opposite side is generally designed widely as the scope more than 2 'KAN' and shows the features of expansion and division according to functions. By interchanging the location of the kitchen, the inner room as the main living space souths in the front of the house. The kitchen is designed as fitting size and separated from the space of working, linking, setting the table, keeping things and others. The bathroom is built in the house and then connected to the corridor. Each space is effectively planned for the best location in the house as considering lightening and ventilation.

마이크로파 탐색기의 HPRF 파형에 대한 지표면 부엽클러터와 표적탐지 오류 확률 (The Surface Sidelobe Clutter and the False Alarm Probability of Target Detection for the HPRF Waveform of the Microwave Seeker)

  • 김태형;이재웅;변영진
    • 한국통신학회논문지
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    • 제34권4C호
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    • pp.476-483
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    • 2009
  • 마이크로파 탐색기를 이용하여 표적을 탐지, 추적하는 경우 하방 표적에 대해서는 지표면에서 반사되는 클러터 신호의 영향을 받는다. HPRF (high pulse repetition frequency) 모드를 사용하는 마이크로파 탐색기에서 부엽클러터 영역에 나타나는 퇴각표적을 탐지하기 위해서는 여러 지형과 상황에 따른 지표면 부엽클러터 전력의 통계적인 특징을 파악하여야 한다. HPRF 모드를 사용하는 탐색기의 항공기 탑재시험에서 지상 클러터의 전력을 측정한 자료를 기반으로, 각 지형과 안테나 시선각 등의 상황에 따라 부엽클러터의 확률분포 특성을 가장 근접하게 표현하는 확률밀도함수를 구하고 그 확률밀도함수의 매개변수를 추정하였다. 확률밀도함수 및 매개변수를 추정한 자료를 이용하여, 퇴각표적을 탐지할 때에 원하는 수준의 표적탐지 오류 확률을 가지는 표적탐지 임계값 설정에 관하여 분석하였다. 본 논문의 지표면 부엽클러터 전력의 확률분포 특성 분석과 표적탐지 임계값 설정에 관한 분석 자료는 표적탐지 방법 개발 및 일정 오경보 처리 등의 다양한 분야에 이용될 수 있다.

DEVELOPMENT OF CHLOROPHYLL ALGORITHM FOR GEOSTATIONARY OCEAN COLOR IMAGER (GOCI)

  • Min, Jee-Eun;Moon, Jeong-Eon;Shanmugam, Palanisamy;Ryu, Joo-Hyung;Ahn, Yu-Hwan
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2007년도 Proceedings of ISRS 2007
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    • pp.162-165
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    • 2007
  • Chlorophyll concentration is an important factor for physical oceanography as well as biological oceanography. For these necessity many oceanographic researchers have been investigated it for a long time. But investigation using vessel is very inefficient, on the other hands, ocean color remote sensing is a powerful means to get fine-scale (spatial and temporal scale) measurements of chlorophyll concentration. Geostationary Ocean Color Imager (GOCI), for ocean color sensor, loaded on COMS (Communication, Ocean and Meteorological Satellite), will be launched on late 2008 in Korea. According to the necessity of algorithm for GOCI, we developed chlorophyll algorithm for GOCI in this study. There are two types of chlorophyll algorithms. One is an empirical algorithm using band ratio, and the other one is a fluorescence-based algorithms. To develop GOCI chlorophyll algorithm empirically we used bands centered at 412 nm, 443 nm and 555 nm for the DOM absorption, chlorophyll maximum absorption and for absorption of suspended solid material respectively. For the fluorescence-based algorithm we analyzed in-situ remote sensing reflectance $(R_{rs})$ data using baseline method. Fluorescence Line Height $({\Delta}Flu)$ calculated from $R_{rs}$ at bands centered on 681 nm and 688 nm, and ${\Delta}Flu_{(area)}$ are used for development of algorithm. As a result ${\Delta}Flu_{(area)}$ method leads the best fitting for squared correlation coefficient $(R^2)$.

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산소발생 폐쇄식 SCBA의 서비스 수명 예측 프로그램 -예비연구- (Program for Estimating Service Time for Oxygen Generating Closed-Circuit SCBA -Pilot Study-)

  • 한돈희;김동천;강민선
    • 한국산업보건학회지
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    • 제17권2호
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    • pp.120-130
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    • 2007
  • A oxygen generating closed-circuit SCBA for escape from fire will be newly developed and then a program for estimating service time for it should be required. A SCBA made on an experimental basis consisted of five components such as half facepiece (mask), $KO_2$ box, oxygen reservoir, $CO_2$ remover and hood. The half mask had a good fitting performance since fit factors for 10 subjects were all above 100. It was found that height of subjects should be the best variable to estimate service time. Measured service time was inversely correlated with height of subjects. Service life time could be estimated by interpolation and extrapolation using inverse relationship between height and measured service time, for example, 28 minutes for male and female of 170 cm during resting, 10 minutes at the walk of 4 km/h and 5 minutes at the walk of 6 km/h considering safety margin of 20%. The study implies that program for estimating service time for the SCBA should require subject's height, speed of walk (4 km/h and 6 km/h) and fit testing. Considering safety margin, selecting younger subjects would be better. The study on the number of subjects and selecting facial dimensions should be more needed for the final program.

로그선형모형을 이용한 복수 평가자들간의 신뢰도에 관한 연구 (Reliability for Multiple Reviewers by using Loglinear Models)

  • 박병주;이성임;이영조;김동현;권호장;배종면;신명희;하미나;한상환
    • Journal of Preventive Medicine and Public Health
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    • 제30권4호
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    • pp.719-728
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    • 1997
  • To guarantee the inter-reviewer reliability is very important in evaluating the quality of large number of clinical research papers by multiple reviewers. We cannot find reports on statistical methods for evaluating reliability for multiple raters in clinical research field. The purpose of this paper is to introduce the statistical methods focused on kappa statistic and five kinds of loglinear models for, which can be applied when evaluating the reliability of multiple raters. We have applied these methods to the result of a project, in which seven reviewers have evaluated the quality of 33 papers with regard to four aspects of paper contents including study hypothesis, study design, study population, study method, data analysis and interpretation. Among the five loglinear models including Symmetry model, Conditional symmetry model, Quasi-symmetry model, Independence model, and Quasi-independence model, Quasi-symmetry model shows the best model of fitting. And the level of reliability among seven reviewers revealed to be acceptable as meaningful.

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입도조정기층 재료의 공학적 특성 평가 및 경험적 상관모형 개발 (Evaluation of Engineering Characteristics of Aggregate Base Materials and Developing the Empirical Correlation Model)

  • 권기철;이승준;이웅세
    • 한국도로학회논문집
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    • 제12권2호
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    • pp.115-121
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    • 2010
  • 입도조정기층 재료의 역학적 특성평가를 위하여 15개 시료에 대해 반복재하 삼축압축시험, CBR 시험, 투수계수시험을 수행하였다. 입도조정기층 재료의 CBR 값은 32~110 범위(평균 81)에서 매우 폭넓게 결정되었으며, 수침조건에서 팽창량은 0.04mm 이하로 나타났다. 입도조정기층 재료의 탄성계수는 체적응력의 영향을 매우 크게 받았으며 선형체적응력모델의 적용성이 가장 뛰어남을 확인하였다. 입도조정기층 재료의 탄성계수는 100MPa~600MPa, 모델계수 $k_1$은 80~270, 모델계수 $k_2$는 0.1~0.6 사이에서 결정 되었다. 체가름시험과 다짐시험에서 결정된 지수물성치로부터 입도조정기층 재료의 탄성계수를 결정하는 경험모형을 제안하였다. 제안된 경험모형의 결정계수는 모델계수 $k_1$ 결정에 있어서는 0.423, 모델계수 $k_2$ 결정에 있어서는 0.920, 응력단계별 탄성계수 결정에 있어서는 0.872로 평가되었다.