• Title/Summary/Keyword: Data anlysis

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Program Development of Integrated Expression Profile Analysis System for DNA Chip Data Analysis (DNA칩 데이터 분석을 위한 유전자발연 통합분석 프로그램의 개발)

  • 양영렬;허철구
    • KSBB Journal
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    • v.16 no.4
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    • pp.381-388
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    • 2001
  • A program for integrated gene expression profile analysis such as hierarchical clustering, K-means, fuzzy c-means, self-organizing map(SOM), principal component analysis(PCA), and singular value decomposition(SVD) was made for DNA chip data anlysis by using Matlab. It also contained the normalization method of gene expression input data. The integrated data anlysis program could be effectively used in DNA chip data analysis and help researchers to get more comprehensive analysis view on gene expression data of their own.

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GOES-9 IMAGER DATA ANLYSIS FOR THE PREPRATION OF THE COMS MI OPERATION

  • LIM Hyun-Su;PARK Durk-Jong;KOO In-Hoi;KANG Chi-Ho
    • Proceedings of the KSRS Conference
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    • 2005.10a
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    • pp.462-465
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    • 2005
  • The ITT Industry's Commercial Advanced Geo-Imager (CAGI) which is a recurrent version of imagers used in the GOES series was selected as the COMS Meteorological Imager (MI). The ITT Imager can conduct some special observation such as the space look, blackbody observation, and star sensing regularly or irregularly for its radiometric quality control. Because the GOES-9 which uses an ITT Imager has become operational over the Western Pacific and Eastern Asia positioned at 155 degrees East, the reception of the GOES-9 data is available in Korea. As a step of preparing the COMS MI operation, we conduct the analysis of the GOES-9 imager raw data and operation procedures and compare them with contents of the ITT Imager's manual.

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Development of the Index for Balanced Life by using Exploratory Data Anlysis

  • Byon, LuNa;Kim, JungRan
    • Communications for Statistical Applications and Methods
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    • v.10 no.3
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    • pp.679-694
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    • 2003
  • The purpose of this paper is to develop the Index of Balanced Life from the Korean life style. This paper presents How Koreans live for 24 hours a day, generally. The Index of Life Style is composed of necessary life, duty life and leisure life. Specifically, this paper considers moving time of activity between indexes of balanced life. We suggest that there is a difference among the characteristics, i.e., a sex, week, state of student and region that are explained by analyzing the exploratory data. Thereafter we obtain the statistical inference from each characteristic table.

ANALYSIS OF POWER PERFORMANCE AND UNCERTAINTY FOR A 3.0MW WIND TURBINE (3.0MW 풍력발전기 출력 성능 및 불확실성 분석)

  • Her, S.Y.;Kim, K.B.;Huh, J.C.
    • 한국전산유체공학회:학술대회논문집
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    • 2010.05a
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    • pp.28-31
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    • 2010
  • In order to clarify the characteristics of power performance and uncertainty of a wind turbine, an investigation was performed in Hangyeong wind farm, Jeju island, Korea. Data were collected for 12 months from Feb. 2, 2008 to Jan. 1, 2009. This study was conducted on the base of the International standard, and observed the methods of mesurement and evaluation form IEC 61400-12. As a result, power performance curve was calculated by measured data and compared with the sixth unit of VESTAS V90-3.0MW in Hangyeong wind farms. In consequence of this paper, uncertainty was estimated from 7% to 14% on the range of the average wind speed from 4m/s to 11m/s.

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An Analysis on Health Expenditures of the Elderly -Focused on the Elderly in Chungbuk- (노인의 의료비 지출분석 -충북 거주 노인을 중심으로-)

  • 심영석
    • Journal of Families and Better Life
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    • v.15 no.4
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    • pp.1-14
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    • 1997
  • The purpose of this study was to analyze the health expenditures of the elderly by examinning 1) the level of the health expenditures by socio-demographic characteristics, and 2) the factors influencing the health expenditures of the elderly. The data were collected by individual interview, consisting of a sample of 258 elders living in Chungbuk province. Of them, 244 elders were used for the analysis. The data were analyzed by frequency, percentage, mean, t-test, Anova, Tobit anlysis using SAS program. The results were as follows: there were significant differences in the health expenditures of the elderly by income, age, level of education, residential area, level of health condition, type of marriage, illness. The factors influencing the health expenditures of the elderly were income, residential area, and illness.

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Application of process monitoring with reduced order model and EKF to distillation column (차수 감소 모델과 EKF를 이용한 공정 모니터링의 응용)

  • 김태민;양대륙
    • 제어로봇시스템학회:학술대회논문집
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    • 1997.10a
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    • pp.1766-1769
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    • 1997
  • Fast and accurate distillation design requires a model that significantly reduces the problem size withour loss of accruacy is especially suitable for rela-time applicatoins. the reduced order model is obtained by use of Principal Component Anlysis(PCA). Then the extended Kalman filter and the Recursie Predictiuon Error(RPE) mehtod are appliced to identify the model parameters and the feed compostion form the measuremenets of the coumn. as a consequence it is found that the model reduction thechique can account for the dynamics of the rigorous distillation model and not only the model parameters, bu also the feed compostion can be identified efficiently. this technique is applied to industrial operation data verify the performance of reduced order model.

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Acoustic Emmision Characteristics according to Failure Modes of Pipes with Local Wall Thinning (감육배관의 손상모드에 따른 음향방출 특성)

  • 안석환;남기우;김선진;김진환;김현수;박인덕
    • Journal of Ocean Engineering and Technology
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    • v.16 no.5
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    • pp.66-72
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    • 2002
  • Fracture behaviors of pipes with local wall thinning are very important for the integrity of nuclear power plant. However, effects of local wall thinning on strength and fracture behaviors of piping system were not well studied. Acoustic emission(AE) has been widely used in various fields because of its extreme sensitivity, dynamic detection ability and location of growing defects. In this study, we investigated failure modes of locally wall thinned pipes and AE signals by bending test. From test results, we could be divided four types of failure modes of ovalization, crack initiation after ovalization, local buckling and crack initiation after local buckling. And fracture behaviors such as elastic region, yielding region, plastic deformation region and crack progress region could be evaluated by AE counts, accumulative counts and time-frequency analysis during bending test. The result of the frequency range is expected to be basic data that can inspect plants in real-time.

A Study on the Convenient of Fashion Product Information Among Adverstisement Types and Information Design Methods (정보제공매체(情報提供媒體)의 구성방식(構成方式)에 따른 패션상품(商品) 정보검색(情報檢索)의 편의성(便宜性)에 관(關)한 연구(硏究))

  • Ko, Eun-Ju
    • Journal of Fashion Business
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    • v.4 no.4
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    • pp.123-133
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    • 2000
  • The purpose of this study was to examine the usage of internet advertisement, to define the convenient dimensions of information navigation medium, and to examine the difference of convenient information navigation among advertisement types and information design methods. Thirty-four subjects were selected for the survey study and descriptive anlysis, factor analysis and ANOVA were used for the data analysis. The results of this study were: 1. the most perceived channel about the web site information was the search engine, the most preferred type of information design was the mixed type with text and image, and the most preferred medium for fashion information is the magazine. 2. the convenient dimensions of information navigation medium were information understanding, design composition, easy navigation, timely navigation, and convenient navigation. 3. the information design method is the significant factor influencing on the convenient information navigation.

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A Study of Optimization of Electrodeposited CuSnZn Alloys Electrolyte and Process

  • Hur, Jin-Young;Lee, Ho-Nyun;Lee, Hong-Kee
    • Journal of Surface Science and Engineering
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    • v.43 no.2
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    • pp.64-72
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    • 2010
  • CuSnZn electroplating was investigated as alternative to Ni plating. Evaluation of electrolyte and plating process was performed to control physical characteristics of the film, and to collect practical data for application. Hull-cell test was conducted for basic comparison of two commercialized products and developed product. Based on hull-cell test results, long term test of three electrolytes was performed. Various analysis on long term tested electrolyte and samples have been done. Reliable and practical data was collected using FE-SEM (FEI, Sirion), EDX (ThermoNoran SIX-200E), ICP Spectrometer (GBC Scientifi c, Integra XL), FIB (FEI, Nova600) for anlysis. Physical analysis and reliability test of the long term tested film were also carried out. Through this investigation plating time, plating speed, electrolyte composition, electrolyte metal consumption, hardness and corrosion resistance has been compared. This set of data is used to predict and control the chemical composition of the film and modify the physical characteristics of the CuSnZn alloy.

The Role of Stress and Health Care Patterns in Predicting Sleep Quality of College Students in 3 Regions

  • Hong, Yeon Ran;Yoon, Hee Jeong;Gun Ja Jang
    • International Journal of Advanced Culture Technology
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    • v.12 no.2
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    • pp.409-415
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    • 2024
  • This study aims to investigate the effecst of stress and health care patterns on sleep qualtity of college students in three regions. The data was collected from September 7 to December 8, 2023, and 454 samples of data were used for analysis. Data was analyzed by descriptive statistics, Pearson's correlation, and multiple regression anlysis. The results of this study are as follows; Firstly, 42.3% of the subjects spent an average of 30 minutes to less than 1 hour in sunbathing, 37.7% of the subjects walked more than 7,000 steps a day on averag, 35.5% of the subjects did not do moderate aerobic exercise at all, 63.9% of the subjects had more than 1 hour of blue light exposure before going to sleep, and the majority of subjects' sleep quality was 'not sleeping well' (74.0%). Secondly, factors that affect the quality of sleep were found to be grade, average daily walking steps and stress. Through this results, it is necessary to make efforts to increase walking and manage stress which affect the quality of sleep for college students.