• 제목/요약/키워드: Data Correlation

검색결과 19,529건 처리시간 0.049초

뇌파의 상관차원과 HRV의 상관분석 (Nonlinear Correlation Dimension Analysis of EEG and HRV)

  • 김정균;박영배;박영재;김민용
    • 대한한의진단학회지
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    • 제11권2호
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    • pp.84-95
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    • 2007
  • Background and Purpose: We have studied the trends of EEG signals in the voluntary breathing condition by applying the fractal analysis. According to chaos theory, irregularity of EEG signals can result from low dimensional deterministic chaos. A principal parameter to quantify the degree of Chaotic nonlinear dynamics is correlation dimension. The aim of this study was to analyze correlation between the correlation dimension of EEG and HRV(heart rate variability). We have studied the trends of EEG signals in the voluntary breathing condition by applying the fractal analysis. Methods: EEG raw data were measured by moving windows during 15 minutes. Then, the correlation dimension(D2) was calculated by each 40-seconds-segment in 15 minutes data, totally 36 segments. 8 channels EEG study on the Fp, F, T, P was carried out in 30 subjects. Results and Conclusion: Correlation analysis of HRV was calculated with deterministic non-linear data and stochastic non-linear data. 1. Ch1(Fp1), Ch4(F3), Ch4(F4) is positive correlated with In LF. 2. Ch1(Fp1), Ch3(F3) is positive correlated with In TF.

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Consumer Satisfaction Survey on Health Care Convergence College Students at a University

  • CHOI, Eun-Mee
    • 웰빙융합연구
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    • 제4권4호
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    • pp.1-14
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    • 2021
  • Purpose: This study aims to measure the level of satisfaction with the overall education of current students, who are major consumers of education by department at the Health Care Convergence University, and to establish development strategies such as improving education quality and satisfaction by deriving problems and improvements. Research design, data and methodology: This study drew conclusions through secondary data analysis based on data surveyed by the Educational Performance Management Center of a university in the academic year of 2020. The target of the education consumer satisfaction survey was 470 students of the College in the academic year 2020. Frequency analysis and correlation analysis were applied to the data using the statistical package program SPSS 25 version. Results: In the major curriculum satisfaction survey, the department with the highest score was optics and optics, 4.11, and the department with the lowest score was medical IT, 3.29. Conclusions: The department with the highest correlation in the correlation analysis result of the demand survey by department was the Department of Medical Management and the Department of Medical IT, with a correlation coefficient r=0.984, and the lowest correlation in the correlation analysis result of the demand survey by department was the Department of Medical IT and Dental Hygiene, with a correlation coefficient r= -0.085.

Thermal Behavior of Langmuir-Blodgett Film of Poly(tert-butyl methacrylate) by Principal Component Analysis Based Two-Dimensional Correlation Spectroscopy

  • Jung, Young-Mee;Kim, Seung-Bin
    • Bulletin of the Korean Chemical Society
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    • 제26권12호
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    • pp.2027-2032
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    • 2005
  • This paper demonstrates details of thermal behavior of Langmuir-Blodgett (LB) film of poly(tert-butyl methacrylate) (PtBMA) by using the principal component analysis based two-dimensional correlation spectroscopy (PCA2D) through eigenvalue manipulating transformation (EMT). By uniformly lowering the power of a set of eigenvalues associated with the original data, the smaller eigenvalues becomes more prominent and the subtle contribution from minor components is now highlighted much more strongly than the original data. Thus, the subtle difference of thermal behavior of LB film of PtBMA from minor components, which is not readily detectable in the conventional 2D correlation analysis, is much more noticeable than the original data. PCA2D correlation spectra with EMT operation for the temperature-dependent IR spectra of LB film of PtBMA reveal the hidden property of phase transition processes during heating.

Performance Comparison of Four-Parameter Correlation Equations of the Enthalpy of Vaporization

  • Lee, Kyoung-Youl;Park, Kyoung-Kuhn
    • International Journal of Air-Conditioning and Refrigeration
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    • 제14권3호
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    • pp.118-123
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    • 2006
  • A few commonly used correlation equations of the enthalpy of vaporization essential to the analysis of refrigeration cycles are reviewed. A new four-parameter correlation equation is proposed assuming that the enthalpy of vaporization could be represented with a linear form of the temperature and an additional function which slowly decreases as the temperature increases. It is not a common practice to measure the enthalpy of vaporization by experiment; therefore, performance of the new correlation is examined using numeric data from the ASHRAE tables for 22 pure substance refrigerants. The new correlation equation and other existing ones are fitted to the data optimizing the root mean squared deviation. All data points are weighted equally and NBP (normal boiling point) is used as a fixed point since the NBP is important for refrigeration application. The new four-parameter equation yields an average absolute deviation of 0.05% for 22 refrigerants which is smaller than those of other four-parameter equations, such as Guermouche-Vergnaud (0.08%), Aerebrot (0.13%), Radoz-Lyderson (0.08%), and Somayajulu four-parameter equation (0.08%).

Entropy-based Correlation Clustering for Wireless Sensor Networks in Multi-Correlated Regional Environments

  • Nga, Nguyen Thi Thanh;Khanh, Nguyen Kim;Hong, Son Ngo
    • IEIE Transactions on Smart Processing and Computing
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    • 제5권2호
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    • pp.85-93
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    • 2016
  • The existence of correlation characteristics brings significant potential advantages to the development of efficient routing protocols in wireless sensor networks. This research proposes a new simple method of clustering sensor nodes into correlation groups in multiple-correlation areas. At first, the evaluation of joint entropy for multiple-sensed data is considered. Based on the evaluation, the definition of correlation region, based on entropy theory, is proposed. Following that, a correlation clustering scheme with less computation is developed. The results are validated with a real data set.

Use of big data analysis to investigate the relationship between natural radiation dose rates and cancer incidences in Republic of Korea

  • Joo, Han Young;Kim, Jae Wook;Moon, Joo Hyun
    • Nuclear Engineering and Technology
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    • 제52권8호
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    • pp.1798-1806
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    • 2020
  • In this study, we investigated whether there is a significant relationship between the natural radiation dose rate and the cancer incidences in Korea by using a big data analysis. The natural dose rate data for this analysis were the measurement data obtained from the 171 monitoring posts of the 113 administrative districts in Korea over the 10 years from 2007 to 2016. The relative cancer incidences for this analysis were the difference in the cancer patients per hundred thousand people year-on-year in the administrative districts with the five highest and the five lowest natural gamma dose rates each year over the same period. To analyze the correlation between the two variables, Spearman's rank correlation coefficient between the two rates was derived using R, a well-known big data analysis tool. The analysis showed that Spearman's rank correlation coefficient was more than 0.05 and that the correlation between the two variables was not statistically significant.

Aquifer Characterization in Cheon-an area by using long-term groundwater-level monitoring data

  • 원이정;김형수;구민호;김덕근
    • 한국지하수토양환경학회:학술대회논문집
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    • 한국지하수토양환경학회 2003년도 추계학술발표회
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    • pp.565-569
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    • 2003
  • One-year-long groundwater-level data have been collected from 18 wells in Cheon-an area. The result of barometric efficiency, autocorrelation, cross-correlation and statistical distribution evaluated from the measurement data shows that groundwater-level measurements from observation wells are the principal source of information about aquifer characteristics. Data from WA-2 has high barometric efficiency as well as steady decreasing auto-correlation coefficient, which means nonleaky confined aquifer, Most aquifers in this study show the unconfined properties so that barometric efficiencies are mostly low and the coefficients of cross-correlation between groundwater-level and precipitation are commonly high. This study showed that the long-term groundwater-level monitoring data without artificial stress such as pumping would give accurate information about aquifer characteristics.

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체질특성과 화병의 상관관계에 대한 연구 - 화병역학연구 자료에 기반하여 - (Study on Correlation between Four Constitution Characteristics and Hwa-byung - Based on Hwa-byung Epidemiologic Study Data -)

  • 서현욱;정선용;김명근;김종우
    • 동의신경정신과학회지
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    • 제22권2호
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    • pp.15-25
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    • 2011
  • Objectives : The aim of this study was to find correlations between characteristics of Four constitution and Hwa-byung. Methods : Clinical data were collected from Hwa-byung Epidemiologic study data. we selected 130 self-labelled Hwa-byung patients data and 83 of them were diagnosed as Hwa-byung by SCID. We used Hwa-byung SCID, Hwa-byung scale, CES-D, STAI, STAXI and Personality and Physiological Symptom Questionnaire(PPSQ) as evaluation tools. We performed statistical analysis of each 2 groups, self-labelled Hwa-byung group(N=130) and diagnosed Hwa-byung group(N=83). Results : 1. In self-labelled Hwa-byung group, Greater yin score showed significant negative correlation with 3 indices of Hwa-byung scale and significant positive correlation with 1 index. Lesser yin score showed significant positive correlation with 6 indices. In diagnosed Hwa-byung group, Greater yin score showed significant negaitive correlation with 5 indices. In both groups, Lesser yang score showed no significant correlation with any indices of Hwa-byung scale. 2. In self-labelled Hwa-byung group, Greater yin score showed significant negative correlation with both trait anger score and state anger score of STAXI. Lesser yin score showed significant positive correlation with trait anxiety score, state anxiety score and CES-D score self-labelled Hwa-byung group. Lesser yang score showed significant positive correlation with anger-out score of STAXI. But Lesser yin score showed significant negative correlation with same index diagnosed Hwa-byung group. Conclusions : 1. The higher Greater yin score, suppression or denial, psychological defense mechanism, become more stronger. 2. The higher Lesser yin score, anger-out tendency become more weakened and increased prevalence of Hwa-byung symptoms. 3. The higher Lesser yang score, anger-out tendency become more stronger.

VCS 상관블록의 TCP/IP 출력데이터의 무결성 검사 소프트웨어의 개발과 성능개선에 관한 연구 (A Study on Performance Improvement and Development of Integrity Verification Software of TCP/IP output data of VCS Correlation Block)

  • 염재환;노덕규;오충식;정진승;정동규;오세진
    • 융합신호처리학회논문지
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    • 제13권4호
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    • pp.211-219
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    • 2012
  • 본 논문에서는 VLBI상관서브시스템(VLBI Correlation Subsystem, VCS)의 상관블록 TCP/IP 출력데이터의 무결성 검사를 위한 소프트웨어의 개발과 상관출력 데이터의 손실을 방지하기 위한 성능개선 방법에 대해 기술한다. VCS의 상관결과는 TCP/IP 패킷 통신으로 데이터아카이브(Data Archive)에 저장된다. 본 논문에서는 데이터아카이브에 저장된 상관결과의 무결성을 확인하기 위해 VCS의 TCP/IP 패킷 정보를 이용한 무결성 검사 소프트웨어를 개발하였다. 개발한 소프트웨어를 이용하여 3단계의 무결성 검사 과정을 제안하고, 상관처리 실험을 통하여 제안방법의 유효성을 확인하였다. 또한 VCS와 데이터아카이브 사이에는 최소 적분시간 이내에 TCP/IP 패킷 통신이 완료되어야 하지만, 짧은 적분시간에 다량의 패킷과 대용량 데이터로 인해 패킷 손실이 발생할 뿐만 아니라 상관결과의 무결성 문제에도 영향을 미치는 것으로 확인되었다. 본 논문에서는 TCP/IP 패킷 손실의 원인을 분석하고 VCS의 FPGA(Field Programmable Gate Array) 설계에 대한 수정방법을 제시하여 상관결과의 무결성 문제를 해결하고자 한다.

정적 기립 자세에서 족저압 분포와 척추 정렬과의 상관관계 연구 (The Correlation of Foot Pressure with Spinal Alignment in Static Standing)

  • 임재헌;고효은
    • PNF and Movement
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    • 제12권1호
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    • pp.13-17
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    • 2014
  • Purpose: To determine the normative data for the correlation of spinal, pelvic parameters with foot pressure in the young subjects. Methods: The subjects of this study were 39 patients in healthy adults. The Formetric-III was used to measure of spinal alignment. The pedoscan was used to measure of foot pressure. The correlation of trunk imbalance, trunk inclination, lateral deviation with foot pressure. The foot pressure measurement was consisted of maximal/mean pressure, weight contribution. Result: There was a negative correlation of trunk inclination with Max_R. There was a negative correlation of trunk inclination with Max_R. There was a positive correlation of trunk imbalance with Max_L. There was a positive correlation of lumbar lordosis with Mean_R_front, Lt. posterior weight distribution. There was a negative correlation of lumbar lordosis with Lt., Rt. in distribution There was a negative correlation of pelvic tilt with Mean_R_front, Lt. posterior weight distribution. There was a positive correlation of pelvic tilting with Rt. weight distribution, Lt. posterior weight distribution. There was a negative correlation of pelvic torsion with Lt. weight distribution, Rt. posterior weight distribution. There was a negative correlation of pelvic rotation with Lt. weight distribution, Lt. posterior weight distribution. Conclusion: The data obtained from the study may be used for future studies related to correlation of the spinal, pelvic deviation with foot pressure.