• 제목/요약/키워드: Mixed Type of Data

검색결과 437건 처리시간 0.032초

대한해협과 동중국해의 해황과 수괴의 계절분포: 대기에 의한 냉각효과 보정 (Seasonal Distribution of Oceanic Conditions and Water Mass in the Korea Strait and the East China Sea: Correction of Atmosphere Cooling Effect)

  • 신홍렬;황상철;곽종흠
    • 한국지구과학회지
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    • 제22권1호
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    • pp.47-64
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    • 2001
  • 대한해협과 동중국해에서 1985년과 1986년에 관측한 수온, 염분자료를 사용하여 수괴를 분석하였다. 대한해협과 동중국해 수심 50m에서의 수괴 분포 특성은, 겨울과 봄철에는 쿠로시오 해수(수괴 K) 및 쿠로시오계 혼합수(수괴I), 여름과 가을철에는 대륙 연안수의 영향을 많이 받은 혼합수(수괴 I${\sim}$IV)의 수괴분포가 넓게 나타났다. 겨울과 봄에 수심 loom의 동중국해는 주로 쿠로시오 해수(수괴 K) 및 쿠로시오계 혼합수(수괴 I)가 넓게 분포하고 있었다. 여름에는 혼합수(수괴 I${\sim}$III)가 널리 나타나 연중 여름에 가장 혼합이 많이 된 수괴가 분포하고 있는 것이 특징이었다. 가을에는 쿠로시오계 혼합수(수괴 I)가 주요 수괴였다. 대한해협에서는 겨울과 봄에는 쿠로시오 해수(수괴 K), 여름과 가을에는 혼합수(수괴 I${\sim}$IV)가 주로 분포하고 있었다. 겨울과 봄철에 대기로부터의 냉각에 의한 보정을 하면,쿠로시오 해수(수괴 K)의 분포해역이 줄어든 대신에 쿠로시오계 혼합수(수괴 I)의 분포 해역이 늘어났다. 즉, 동중국해와 대한해협에서 겨울과 봄에 주로 쿠로시오 해수(수괴 K)가 분포하는 것처럼 보이지만,실제는 약간 변질된 쿠로시오계 혼합수(수괴 I)가 넓게 분포하고 있는 것이다. 계절별 해황특성으로 여름철에 표층 저밀도수의 분포가 대한해협과 오끼나와 쪽으로 향하는 두 갈래 혀 모양의 형태를 나타내고 있었다. 이것은 중국대륙 연안수와 혼합된 저밀도 표층수의 흐름이 대한해협과 동중국해 동남쪽으로 향하고 있는 것으로 사료된다.

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Performance Evaluation of WiMedia UWB MAC Protocol Algorithm Supporting Mixed Video and Shipboard Control Data Traffic

  • Jeon, Dong-Keun;Lee, Yeonwoo
    • International Journal of Internet, Broadcasting and Communication
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    • 제8권1호
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    • pp.53-63
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    • 2016
  • This paper applies WiMedia UWB network into a wireless ship area network (WSAN) so as to support high-quality multimedia services on board and reliable instrument control information as well, since the need for mixed high-quality video traffic and shipboard control data traffic is essential for a high-cost valued digital ship. Thus, in this paper, prioritized contention access (PCA) and distributed reservation protocol (DRP) based on WiMedia UWB (ECMA-368) MAC protocols are combined and proposed to such mixed traffic environment, by varying the portions of superframe according to traffic type. It is shown that the proposed WiMedia UWB MAC protocol can provide reliable mixed video and shipboard control data traffic as well.

일반화된 선형 혼합 모형(GENERALIZED LINEAR MIXED MODEL: GLMM)에 관한 최근의 연구 동향 (A Study for Recent Development of Generalized Linear Mixed Model)

  • 이준영
    • 응용통계연구
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    • 제13권2호
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    • pp.541-562
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    • 2000
  • 일반화된 선형 혼합 모형(GLMM)은 자료가 계수의 형태로 나타나는 범주형 자료의 경우, 혹은 집락의 형태나 과산포된 비정규 자료, 또는 비선형 모형에 따르는 자료를 다루기 위한 모형 설정에 사용된다. 본 연구에서는 이에 대한 개요와 더불어, 이 모형의 적합을 위해 제시된 통계적 기법들중 의사가능도(quasi-likelihood: QL)를 이용한 추정 방법 및 Monte-Carlo 기법을 이용한 추정 방법들에 대해 조사하였다. 또한 GLMM에 대한 현재의 연구 방향 및 앞으로의 연구 가능 주제들에 대해서도 언급하였다.

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양배수용 사류펌프 내 삼차원 유동에 대한 수치적 연구 (Numerical Study on Three-Dimensional Flow in a Mixed-Flow Pump for Irrigation and Drainage)

  • 김진혁;안형진;김광용
    • 한국유체기계학회 논문집
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    • 제13권1호
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    • pp.17-22
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    • 2010
  • In this paper, numerical study on a mixed-flow pump for irrigation and drainage has been performed based on three-dimensional viscous flow analysis. Reynolds-averaged Navier-Stokes equations with shear stress transport turbulence model are discretized by finite volume approximations and solved by the commercial CFD code ANSYS CFX-11.0. A structured grid system is constructed in the computational domain, which has O-type grids near the blade surfaces and H/J-type grids in other regions. The numerical results were validated with experimental data for the heads and efficiencies at different flow coefficients. The efficiency at the design flow coefficient is evaluated with the variation of two geometric variables related to area of discharge and length of the vane in the diffuser. The results show that efficiency of the mixed-flow pump at the design flow coefficient is improved by the modifications of the geometry.

상악중절치간(上顎中切齒間) 정중이개(正中離開)에 관(關)한 연구(硏究) (A STUDY ON THE MAXILLARY INTERINCISAL DIASTEMA)

  • 김영복
    • 대한치과교정학회지
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    • 제8권1호
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    • pp.7-17
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    • 1978
  • The purpose of this study was to investigate the interrelationship of the maxillary interincisal diastema, spacing and crowing to the type of superior labial frenum and the type of intermaxillary suture by analyzing histories, intraoral radiographs, orthopantomographs, intraoral slide films, and dental casts. The data for this study were compiled from 500 outpatients of the Department of Orthodontics, Infirmary of Dental College, Seoul National University. The following conculusions were obtained: 1. The occurrence of maxillary interincisal diastema in the permanent dentition decreased rapidly compared with that in the mixed dentition. And there was no sex difference in the occurrence of diastema in the both dentitions. 2. Frenum attachment remained relatively constant between the two dentitions but assumed a higher level in the permanent dentition than in the mixed dentition. 3. Except suture type D which was not yet fused completely, there was no significant difference in the distribution of suture type between the mixed dentition and the permanent dentition. 4. Frenum and suture type were highly related; frenum types 5 and 6 were associated with suture types III and V. 5. In the permanent dentition, frenum type 5 and 6 and suture types III and IV occurred more frequently in the spacing group than in the normal or crowding group. 6. The relationship between the diastema and frenum types 5 and 6 and sture types III and IV showed a strong correlation.

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Study on Fast-Changing Mixed-Modulation Recognition Based on Neural Network Algorithms

  • Jing, Qingfeng;Wang, Huaxia;Yang, Liming
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제14권12호
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    • pp.4664-4681
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    • 2020
  • Modulation recognition (MR) plays a key role in cognitive radar, cognitive radio, and some other civilian and military fields. While existing methods can identify the signal modulation type by extracting the signal characteristics, the quality of feature extraction has a serious impact on the recognition results. In this paper, an end-to-end MR method based on long short-term memory (LSTM) and the gated recurrent unit (GRU) is put forward, which can directly predict the modulation type from a sampled signal. Additionally, the sliding window method is applied to fast-changing mixed-modulation signals for which the signal modulation type changes over time. The recognition accuracy on training datasets in different SNR ranges and the proportion of each modulation method in misclassified samples are analyzed, and it is found to be reasonable to select the evenly-distributed and full range of SNR data as the training data. With the improvement of the SNR, the recognition accuracy increases rapidly. When the length of the training dataset increases, the neural network recognition effect is better. The loss function value of the neural network decreases with the increase of the training dataset length, and then tends to be stable. Moreover, when the fast-changing period is less than 20ms, the error rate is as high as 50%. As the fast-changing period is increased to 30ms, the error rates of the GRU and LSTM neural networks are less than 5%.

확률에 기초한 한국의 기본 설계풍속 주정 (Probability-Based Estimates of Basic Design Wind Speeds In Korea)

  • 조효남;백현식;차철준
    • 한국전산구조공학회:학술대회논문집
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    • 한국전산구조공학회 1988년도 가을 학술발표회 논문집
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    • pp.7-12
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    • 1988
  • This study presents rational methods for probability-based estimates of basic design wind speeds in Korea and develops a risk-bases nation-wide map of design wind speeds. The paper examines the fitting of the Type-I extreme model to maximum yearly non-typhoon wind data from long-term records based on the conventional method and to maximum monthly nod-typhoon wind data from short-term records following Grigorin's approach. The paper also reviews the applicability of the method using short records of about 5 years. The basic design wind speeds for typhoon and non-typhoon wind at a station are made to be obtained from a mixed model which is given as a product of typhoon and non-typhoon extreme wind distributions. A practical method which is based on the fitting of the Type I model to records or typhoon and non-typhoon mixed wind data at a station is also preposed in this study.

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다종 형태 데이터를 위한 요소선택 방법 (Feature Selection for Mixed Type of Data)

  • 양재경;이태한
    • 산업경영시스템학회지
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    • 제33권1호
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    • pp.114-120
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    • 2010
  • 데이터마이닝의 사전 단계에서 데이터의 차원(Dimensionality)을 줄이기 위한 단계로서 많은 요소선택(Feature Selection) 방법들이 개발되었다. 이 방법은 결과를 예측하거나 데이터를 설명하고자 할 때 어떤 요소들이 관련이 있는지를 결정하는 과정을 포함한다. 또한 이 방법은 데이터의 크기에 대한 확장성 (Scalability)를 향상시키며 학습 모델을 더욱 이해하기 쉽도록 줄 수 있다. 이 논문에서는 NP(Nested Partition) 방법을 사용한 최적화 기반의 새로운 요소선택 방법을 NP 구조의 기본적인 이론 근거와 함께 제안한다. 또 한 편으로 많은 요소선택 방법들이 다중 형태의 데이터를 처리하는데 한계를 가지고 있는데, NP 기반의 요소선택 방법에 다중 형태의 데이터를 처리할 수 있도록 하는 요소 성능 평가도구(Evaluators)를 도입하여 이를 극복하고자 한다. 또한 어떤 평가도구가 특정 데이터 형태에서 더욱 좋은 결과를 보이는지를 실험 결과와 함께 제시하였다.

선의 형태에 의한 기하학무늬 패션디자인 개발 - 디지털 텍스타일 프린팅 기법을 중심으로- (A Study on Fashion Design with Geometric Pattern by Linear Type - Focusing on Digital Textile Printing -)

  • 오윤정
    • 패션비즈니스
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    • 제13권4호
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    • pp.178-190
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    • 2009
  • The purpose of this study is to make reference for geometric fashion by investigating geometric patterns by linear types and to propose high value added print and fashion design by designing and producing geometric prints and apparel with them focusing on digital textile printing. As a method of the study, visual and textural data were investigated for theory of geometric pattern and fashion design samples were illustrated. The geometric pattern could be defined as abstract pattern which was crossed with straight line or curve. We could group it into three classes such as straight linear, curved, and mixed type. Images varied with linear types. The image of straight linear type was sharp and modern, that of curved one was soft and feminine and that of mixed one was gorgeous and artistic. And then, 3 geometric prints and 3 one-pieces were designed. The concept of design was simple optimism which was based on sixties. Target was young optimistic women group from the mid teens to the mid twenties who continued to seek after their unique individuality keeping their modern lifestyle. Geometric patterns with straight linear, curved, and mixed type were designed and dresses which went well with them were designed and produced. According to the result of this study, images of geometric fashion can be represented diversely by varying linear type, digital textile printing is good method for high value added geometric fashion because of its high quality and degree of sensitivity, and geometric pattern is a good source for contemporary fashion.

Ecological Attributes by Forest Types in the Natural Forest of Mt. Odae

  • Choi, Yeong Hwa;Kim, Ji Hong;Chung, Sang Hoon
    • Journal of Forest and Environmental Science
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    • 제33권1호
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    • pp.66-73
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    • 2017
  • This study was conducted to evaluate the ecological attributes of forest types which were classified by cluster analysis in the natural forest of Mt. Odae on the basis of the vegetation data (232 sampling points) from the point-quarter sampling methods. For the classified types, the species composition was expressed by importance value to describe the stand structure and the species diversity was quantified using the Shannon's diversity index. Recognized forest types were 1) Quercus mongolica-Pinus densiflora-Betula ermanii forest type, 2) Mixed mesophytic forest type, 3) Q. mongolica forest type, 4) B. ermanii forest type. Species diversity indices of total and overstory were highest in the Mixed mesophytic forest type (3.465 and 2.942), and lowest in the B. ermanii forest type (0.118 and 0.832). In addition to that, Q. mongolica-P. densiflora-B. ermanii forest type was calculated as 3.226 and 2.565, and Q. mongolica forest type was calculated as 2.776 and 1.218 in total and overstory, respectively. It was considered that after the P. densiflora and B. ermanii first invaded and site condition became good, Q. mongolica-P. densiflora-B. ermanii forest type was dominated by Q. mongolica. Mixed mesophytic forest type showed the most stable stand structure with various species distributed uniformly. Q. mongolica forest type would preserve the present stand status for a while, and the B. ermanii in B. ermanii forest type would be pressed by other species over time.