• 제목/요약/키워드: Mixed-Data

검색결과 3,000건 처리시간 0.035초

반복요인이 3개인 반복측정자료에 대한 통계적 분석방법 -양평 주민 혈압자료를 이용하여- (Statistical Methods for Repeated Measures Data with Three Repeat Factors)

  • 강성현;박태성;이성곤;김창훈;김명희;최보율
    • 응용통계연구
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    • 제17권1호
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    • pp.1-12
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    • 2004
  • 본 논문에서는 2001년 경기도 양평 지역의 주민 880여명을 대상으로 반복측정되어 얻어진 혈압자료를 이용하여 반복요인이 세 개인 경우에 적절한 공분산구조를 선택하는 방법에 대해서 알아보고 혼합선형모형(mixed linear model)을 이용한 분석을 통해서 혈압에 영향을 주는 공변량(covariates)에 대해서 알아보았다.

냉간압축하에서 혼합 금속분말의 치밀화 모델 (A Densification Model for Mixed Metal Powder Under Cold Compaction)

  • 조장혁;조진호;김기태
    • 대한기계학회논문집A
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    • 제24권10호
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    • pp.2628-2636
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    • 2000
  • Densification behavior of mixed copper and tool steel powder under cold compaction- was investigated. By mixing the yield functions proposed by Fleck et al. and by Gurson for pure powder in terms o f volume fractions and contact numbers of Cu powder, new mixed yield functions were employed for densification of powder composites under cold compaction. The constitutive equations were implemented into a finite element program (ABAQUS) to compare with experimental data and with calculated results from the model of Kim et al. for densification of mixed powder under cold isostatic pressing and cold die compaction. Finite element calculations by using the yield functions mixed by contact numbers of Cu powder agreed better with experimental data than those by volume fractions of Cu powder.

혼합 워크로드 처리를 위한 컬럼 그룹 기반 동적 페이지 저장 관리 설계 (A Design of Column-Group based Dynamic Page Storage Model for Mixed Workloads)

  • 박경현;원희선;류근호
    • 디지털콘텐츠학회 논문지
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    • 제19권2호
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    • pp.335-341
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    • 2018
  • 기존의 데이터베이스시스템은 정적 페이지 저장 모델을 사용하기 때문에 최근 데이터베이스 시장에서 요구하는 혼합 워크로드를 효율적으로 처리하기에는 한계를 가진다. 이에 본 논문에서는 혼합 워크로드의 특성을 반영할 수 있는 동적 페이지 저장 모델을 소개한다. 또한 혼합 워크로드를 분석하여 최적화된 컬럼 그룹을 추출한 후 동적으로 페이지를 구성하는 방법을 소개한다. 마지막으로 실험을 통해 본 논문에서 제안한 컬럼 그룹 기반의 동적 페이지 저장 모델이 기존의 페이지 저장 모델과 비교할 때 혼합 워크로드를 처리하는데 보다 효율적임을 보인다.

위치.속도 제어 방식을 이용한 매스터 컨트롤러 지능형 혼합 제어 알고리즘 (An intelligent mixed mode algorithm of a master controller using position and rate mode)

  • 김기홍;권동수
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
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    • pp.245-248
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    • 1997
  • The control modes used in teleoperation are position control mode, and rate control mode. This paper presents the problems of the conventional control modes, through simulation, proposes an intelligent mixed control mode that converts the operation mode between the position mode and the rate mode intelligently by judging the operator's intention using the real-time measurement data. The effectiveness of the proposed intelligent mixed control mode is demonstrated and compared to other typical control modes through simulation and actual experiment.

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해사와 강모래의 혼합재를 사용한 콘크리트에 관한 실험적 연구 (An Experimental Study on The Effect of Mixed Sand Used Sea and River Sand as Fine Aggregate of Concrete)

  • 남상일;김문한;김무한
    • 한국콘크리트학회:학술대회논문집
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    • 한국콘크리트학회 1992년도 가을 학술발표회 논문집
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    • pp.31-36
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    • 1992
  • This paper, an experimental study on the effect of mixed sand used sea and river as fine aggregate of concrete, is connected with the properties of fresh and hardended concrete and steel corrosion to investigate workability and engineering properties and general steel bar's corrosion of concrete used mixed sand. After analyzing positively fresh and hardenend concrete and ratio of the corrosion area affected by the autoclave cycle, the purpose of this paper is to provide an experimental data developing concrete used mixed sand.

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Cluster Analysis with Balancing Weight on Mixed-type Data

  • Chae, Seong-San;Kim, Jong-Min;Yang, Wan-Youn
    • Communications for Statistical Applications and Methods
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    • 제13권3호
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    • pp.719-732
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    • 2006
  • A set of clustering algorithms with proper weight on the formulation of distance which extend to mixed numeric and multiple binary values is presented. A simple matching and Jaccard coefficients are used to measure similarity between objects for multiple binary attributes. Similarities are converted to dissimilarities between i th and j th objects. The performance of clustering algorithms with balancing weight on different similarity measures is demonstrated. Our experiments show that clustering algorithms with application of proper weight give competitive recovery level when a set of data with mixed numeric and multiple binary attributes is clustered.

자이로의 혼합모드 연구 (A Study on the mixed mode of Gyro)

  • 노영환;방효충;이상용;황규진
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2000년도 제15차 학술회의논문집
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    • pp.30-30
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    • 2000
  • In the three axis control of satellite by using reaction wheel and gyro, a Gyro carries out measuring of the attitude angie and the attitude angular velocity. The Gyro is operated by the electronic part and the mechanic actuator. The digital part of the electronic part is consisted of the FPGA (Field Programmable Gate Array), which is one of the methods for designing VLSI (Very Large Scale Integrated Circuit), and the mechanic actuator processes the input/output data by the dynamic model. In the research of the mixed mode of Gyro, the simulation is accomplished by SABER of the mixed mode simulator and the results for the practical implementation of the satellite ACS (Attitude Control System) interfaced with the data processing are proposed.

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Statistical Method of Ranking Candidate Genes for the Biomarker

  • Kim, Byung-Soo;Kim, In-Young;Lee, Sun-Ho;Rha, Sun-Young
    • Communications for Statistical Applications and Methods
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    • 제14권1호
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    • pp.169-182
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    • 2007
  • Receive operating characteristic (ROC) approach can be employed to rank candidate genes from a microarray experiment, in particular, for the biomarker development with the purpose of population screening of a cancer. In the cancer microarray experiment based on n patients the researcher often wants to compare the tumor tissue with the normal tissue within the same individual using a common reference RNA. Ideally, this experiment produces n pairs of microarray data. However, it is often the case that there are missing values either in the normal or tumor tissue data. Practically, we have $n_1$ pairs of complete observations, $n_2$ "normal only" and $n_3$ "tumor only" data for the microarray. We refer to this data set as a mixed data set. We develop a ROC approach on the mixed data set to rank candidate genes for the biomarker development for the colorectal cancer screening. It turns out that the correlation between two ranks in terms of ROC and t statistics based on the top 50 genes of ROC rank is less than 0.6. This result indicates that employing a right approach of ranking candidate genes for the biomarker development is important for the allocation of resources.

특징 래핑을 통한 숫자형 특징과 범주형 특징이 혼합된 데이터의 클래스 분류 성능 향상 기법 (Improving Classification Performance for Data with Numeric and Categorical Attributes Using Feature Wrapping)

  • 이재성;김대원
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제36권12호
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    • pp.1024-1027
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    • 2009
  • 본 논문에서는 혼합형 데이터에 대한 특징 선별 기법의 효율성을 비교하기 위해 특징 필터링과 특징 래핑을 통한 특징 선별 후, 클래스 분류 성능을 측정하였다. 혼합형 데이터는 숫자형 특징과 범주형 특징이 함께 혼합되어 있으므로, 숫자형 특징을 범주형 특징으로 이산화를 하여 단일형 데이터로 변환한 뒤 특징 선별 기법 등을 적용할 수 있다. 본 연구에서는 혼합형 데이터를 전처리하여 단일형 데이터로 변환하고, 널리 활용되는 특징 필터링 기법과 특징 래핑 기법을 통해 클래스 분류 성능을 높일 수 있는 특징 집합을 선별하였다. 선별된 특징 집합을 통한 클래스 분류 성능을 비교한 결과, 특징 필터링에 비해 특징 래핑을 통해 선별한 특징 집합을 활용하여 클래스 분류를 하였을 때 분류 정확도가 높은 것을 확인할 수 있었다.

건설 분야 도면정보 교환 표준을 위한 3차원 와이어프레임 기반의 확장 모델 개발에 관한 연구 (Development of an Extension Model based on Three Dimensional Wireframe Model for KOSDIC Format in the Construction Field)

  • 김인한;서종철;원지선
    • 한국CDE학회논문집
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    • 제10권3호
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    • pp.179-187
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    • 2005
  • The usage of mixed 2D and 3D CAD data of commercial CAD systems is required in the construction practice. Sometimes 3D wireframe model is required by end-users when 2D CAD data is delivered. However, current KOSDIC can not represent 3D CAD data, because it has been developed as a 2D drawing delivery standard. Therefore, this study is to provide exchange and sharing of mixed 2D and 3D CAD data that add 3D wireframe model in the KOSDIC. To achieve this purpose, the authors have investigated the 3D CAD entities of commercial CAD systems, and have analyzed STEP standards providing 3D wireframe model. The result, the authors have extracted 3D CAD common entities based wireframe model which shall be added in the KOSDIC. This study can be beneficial by using the developed data model for heterogeneous CAD systems, and by providing the representation of mixed 2D and 3D CAD data in construction practice such as GIS, piping system, and so forth.