• 제목/요약/키워드: Baseline data

검색결과 1,904건 처리시간 0.028초

An Algorithm for Baseline Correction of SELDI/MALDI Mass Spectrometry Data

  • Lee, Kyeong-Eun
    • Journal of the Korean Data and Information Science Society
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    • 제17권4호
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    • pp.1289-1297
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    • 2006
  • Before other statistical data analysis the preprocessing steps should be performed adequately to have meaningful results. These steps include processes such as baseline correction, normalization, denoising, and multiple alignment. In this paper an algorithm for baseline correction is proposed with using the piecewise cubic Hermite interpolation with block-selected points and local minima after denoising for SELDI or MALDI mass spectrometry data.

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국가기준점 망조정을 위한 GPS 3등기준점 기선해석 (Baseline Analysis for $3^{rd}$ order GPS Network Adjustment)

  • 이영진;정광호;권찬오;송준호;조준래;남기범
    • 한국측량학회:학술대회논문집
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    • 한국측량학회 2007년도 춘계학술발표회 논문집
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    • pp.3-6
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    • 2007
  • The GPS baseline processing and the network adjustment was required a preliminary classification and check for effective work because the observation data of GPS $3^{rd}$ order control points are enormous attain to about 12,000 points. Particularly, in baseline processing and network adjustment a inaccuracy GPS antenna heights and point names yield a gross error or a S/W computation error. For the baseline processing of observation data, the related all materials were collected and were required a final check. The factor occurring a error, in GPS the baseline processing, were inspected variously after a checking observation data. Also, baseline processing method of GPS $3^{rd}$ order control points were commented and the analysis carry out a results with a experiment. The ellipsoidal distance and height of duplication baseline was compared between adjoin campaign areas for a accuracy analysis of baseline processing. According to the result, the mean is about 1cm for horizontal direction and about 2cm for vertical direction.

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건설 프로젝트 데이터 특성을 반영한 기준생산성 산정 방법 (A Method of Calculating Baseline Productivity by Reflecting Construction Project Data Characteristics)

  • 김은서;김준영;주선우;안창범;박문서
    • 한국건설관리학회논문집
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    • 제24권3호
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    • pp.3-11
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    • 2023
  • 건설업은 노동집약적 산업으로, 성능과 생산성의 변동성이 매우 높다. 따라서 계약자의 실제 성과를 파악하기 위해 기준생산성을 정량적이고 객관적으로 산출하여야 한다. 하지만, 기존 문헌에서 주로 제시된 기준생산성 산출 방법은 주관성이 내재된 기준을 사용하여 기준생산성을 산출한다는 한계가 있다. 또한, 데이터 수집에 과도한 비용과 시간이 투입되는 기존의 'Five-minute Rating'과 같은 데이터 수집 방식으로는 공사 현장에서 실적 물량, 실적 자원과 저해 요인이 포함된 Detailed Data를 수집하기 어렵다. 이에 본 연구에서는 Unimpacted Productivity BP를 산출할 때 활용되는 Detailed Data를 체계적인 형식으로 기록할 수 있는 작업 체크시트 와 과도한 비용과 시간을 들이지 않고 데이터를 수집하고 활용할 수 있는 프로세스를 제시하였다. 또한 기존 기준생산성 산출 방법의 객관성과 신뢰도 문제를 해결하기 위해 비교 분석하여. Detailed Data를 활용한 보다 더 객관적이고 정확한 Unimpacted Productivity BP를 활용한 기준생산성 산출을 제안한다.

ADA: Advanced data analytics methods for abnormal frequent episodes in the baseline data of ISD

  • Biswajit Biswal;Andrew Duncan;Zaijing Sun
    • Nuclear Engineering and Technology
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    • 제54권11호
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    • pp.3996-4004
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    • 2022
  • The data collected by the In-Situ Decommissioning (ISD) sensors are time-specific, age-specific, and developmental stage-specific. Research has been done on the stream data collected by ISD testbed in the recent few years to seek both frequent episodes and abnormal frequent episodes. Frequent episodes in the data stream have confirmed the daily cycle of the sensor responses and established sequences of different types of sensors, which was verified by the experimental setup of the ISD Sensor Network Test Bed. However, the discovery of abnormal frequent episodes remained a challenge because these abnormal frequent episodes are very small signals and may be buried in the background noise of voltage and current changes. In this work, we proposed Advanced Data Analytics (ADA) methods that are applied to the baseline data to identify frequent episodes and extended our approach by adding more features extracted from the baseline data to discover abnormal frequent episodes, which may lead to the early indicators of ISD system failures. In the study, we have evaluated our approach using the baseline data, and the performance evaluation results show that our approach is able to discover frequent episodes as well as abnormal frequent episodes conveniently.

심자도의 P-Q 구간과 T-P 구간에서 설정한 베이스 라인의 효과에 대한 연구 (Effects of Baseline Selection on Magnetocardiography: P-Q and T-P Intervals)

  • 임현균;권혁찬;김태은;이용호;김진목;김인선;김기웅;박용기
    • Progress in Superconductivity
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    • 제9권1호
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    • pp.29-34
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    • 2007
  • The baseline selection is the first and important step to analyze magnetocardiography (MCG) parameters. There are no difficulties to select the baseline between P- and Q-wave peak (P-Q interval) of MCG wave recorded from healthy subjects because the P-Q intervals of the healthy subjects do not much vary. However, patients with ischemic heart disease often show an unstable P-Q interval which does not seem to be appropriate for the baseline. In this case, T-P interval is alternatively recommended for the baseline. However, there has been no study on the difference made by the baseline selection. In this study, we studied the effect of the different baseline selection. MCG data were analyzed from twenty healthy subjects and twenty one patients whose baselines were alternatively selected in the T-P interval for their inappropriate P-Q interval. Paired T-test was used to compare two set of data. Fifteen parameters derived from the R-wave peak, the T-wave peak, and the period, $T_{max/3}{\sim}T_{max}$ were compared for the different baseline selection. As a result, most parameters did not show significant differences (p>0.05) except few parameters. Therefore, there will be no significant differences if anyone of two intervals were selected for the MCG baseline. However, for the consistent analysis, P-Q interval is strongly recommended for the baseline correction.

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대류권 지연이 이중차분법을 이용한 GPS 측위에 미치는 영향 (Impact of Tropospheric Delays on the GPS Positioning with Double-difference Observables)

  • 홍창기
    • 한국측량학회지
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    • 제31권5호
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    • pp.421-427
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    • 2013
  • 일반적으로 GPS 데이터를 이용하여 단기선 처리를 하는 경우 대류권 지연 효과는 이중차분법에 의해 충분히 제거된다고 가정을 한다. 따라서 조정계산 모델식에서 대류권 지연 효과에 대한 미지수를 설정하지 않아도 되기 때문에 계산이 용이하다는 장점과 각종 오차요인의 제거로 인해 상대적으로 높은 측위정확도의 확보가 가능하다. 즉, 변위 모니터링 등 정밀측위가 요구되는 응용분야에서는 단기선 처리를 기반으로 하는 경우가 일반적이다. 하지만 기준국과 이동국의 높이 차이가 존재하는 경우 이중차분법을 사용하더라도 대류권 지연 효과가 충분히 제거되지 않기 때문에 측위정확도의 저하를 가져올 수 있다. 본 연구에서는 대류권 지연 효과가 기선의 방향에 따라 측위정확도에 미치는 영향을 분석하였다. 이를 위해 대류권 지연 효과가 포함된 GPS 관측값을 시뮬레이션(simulation)을 통해 생성한 후 이중차분법을 이용한 단기선 처리로 이동국의 좌표를 계산하였다. 계산된 이동국의 좌표잔차의 분석을 통해 기선 방향에 따른 대류권 지연 영향을 분석하였다. 분석 결과, 기준국과 이동국의 높이 차이가 증가함에 따라 좌표잔차에 편이가 발생하는 것으로 나타났으며 기선의 길이가 1m 증가함에 따라 0.07cm의 편이량이 계산되었다. 따라서 정밀측위를 위해서는 단기선일지라도 수직방향의 기선에 대해서는 대류권 지연 효과에 대한 충분한 고려가 있어야 한다.

구조손상 검출을 위한 새로운 Pitch-catch 기법 (A new pitch-catch method for structural damage detection)

  • 최정식;이우식
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2009년도 춘계학술대회 논문집
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    • pp.148-151
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    • 2009
  • In these days it is important to secure the life and stability of the structure such as aircrafts, automobiles and building. So the structural health monitoring is needed. In conventional lamb wave techniques, damage is identified by comparing the measured data (baseline signals) and the current data. But this method can lead to high false signal in the intact condition of the structure due to environmental conditions of the structure. As a solution to resolve it, the structural health monitoring method which doesn't use baseline signals is necessary. Damaged structure has unusual elastic wave. This paper proposed a PC(pitch-catch) method which doesn't use baseline signal. New baseline signals can get from detection signal. Damage signals based on new baseline signals. This paper made an image includes damage information by applying damage-signals to beamformming.

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주간보호센터 중심의 재가 치매노인을 위한 프로그램의 개발 및 효과 검증 연구 (Development and Testing of Day Care Program for Demented Elders)

  • 임영미;정복희
    • 한국보건간호학회지
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    • 제19권2호
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    • pp.371-381
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    • 2005
  • Purpose: The purpose of the study was to develop the day care program for the demented elders and to determine the effects of multiple activity therapies on the physical, emotional, cognitive, social function and physiological indicators of dementia elders in day care center. Method: A total of 13 elders with mild dementia in the data care center were participated. Manual and guideline of data care program was developed. Data care program was composed of movement/exercise, foot massage, music therapy, horticultural therapy, and art therapy. Data care program was performed by trained intervener for 32 weeks. Instruments were physical functioning such as hand grip strength., vital capacity, chiar stand test, sit and reach test, one leg standing, Berg' Balance scale, 6m Walk Velocity, stair climb, ADL, GDS-K, MMSE-K, Integrative Social Functioning Scale, cortisol, Ig A and Ig G. These were measured at the baseline, 16-week, and 32-week post-intervention by the trained nurses. Data were analyzed as Wilcoxon signed rank test. Results: For Hand grip, balance, and vital capacity, there was a significant difference between baseline and 16-week post-intervention(p<.05). For one leg standing, 6m velocity, there was a significant difference between 16-week post-intervention and 32-week post-intervention(p<.05). For Stair climb, there was a significant difference between baseline and 32-week post-intervention(p<.05). For depression and social functioning, there was no significant difference among baseline, 16-week, and 32-week post-intervention. For cognitive functioning, there was a significant difference between baseline and 32-week post intervention(p<.05). There was a significant difference of cortisol, and Ig G between baseline and 32-week post-intervention(p<.05). Conclusion: It would appear that physical fitness, functional performance, ADL, depression, social and cognitive functioning, and physiological indicator of community dwelling elders with dementia can be improved through day care program using multiple stimuli.

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Baseline 탐사를 이용한 항공 방사능 탐사 자료 맞추기 (Leveling the Gamma-ray Spectrometric Data using Baseline Survey)

  • 박영수;임형래;임무택;신영홍
    • 지구물리와물리탐사
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    • 제18권3호
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    • pp.97-104
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    • 2015
  • 한국지질자원연구원은 1982년부터 전국토를 대상으로 하는 장기 프로젝트인 항공 방사능 탐사 연구를 통하여 Total, K, U, Th 등의 4가지 방사능도를 지속적으로 작성, 발간하고 있으며, 머지않아 전국토에 대한 방사능 원소 이상도를 작성, 완료할 수 있을 것이다. 그러나 탐사 기간이 너무 길고, 탐사 조건이 일정하지 않아서 자료들이 물리적 의미에서 일관성이 부족하며, 더욱이 방사성 원소 K, U, Th들의 함량이 아니라 기계값인 count/sec로 표현되어 있어 자료들을 하나로 취합할 수 없으며, 국제 표준을 충족하지 못하므로 자료의 신뢰성이 낮고 유용성과 활용성이 제한적이다. 이러한 문제를 해결하기 위하여 인접한 두 도폭인 진천과 음성 지역에서 자료 맞춤(leveling)을 위한 baseline 시험탐사를 하였다. baseline 탐사에 의한 맞춤으로 조정된 방사능 원소 함량도는 절대적 의미를 갖는 단위의 방사능도이며, International Atomic Energy Agency (IAEA)의 국제 표준에 부합하는 자료로 변환되었기 때문에 표준적 자료로서 신뢰성이 높아졌다. 이 연구 과제를 통하여 마련된 자료 맞추기의 방법과 절차는 보유하고 있는 모든 방사능 자료를 표준화하고, 국제 기준에 부합시킴으로써 자료의 질과 신뢰성을 높이고 자료의 유용성과 활용성을 크게 향상시킬 것이며, 한국의 방사능 함량도를 취합, 발간할 수 있을 것이다.

Construction Delay Analysis Using Daily Work Report Data for Short Construction Seasons

  • Jamal, Md Shah;Abdelaty, Ahmed;Shrestha, K. Joseph
    • 국제학술발표논문집
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    • The 9th International Conference on Construction Engineering and Project Management
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    • pp.616-623
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    • 2022
  • Some regions and states, such as Wyoming, have harsh weather conditions, forcing most transportation projects to be completed under tight schedules. However, construction projects are not only delayed by weather conditions, but also delayed by other factors such as contractor's competency, resource availability, coordination issues, and safety. Also, the construction method, geographical location of the projects, and inability to follow baseline schedules accurately due to the contractor's resource allocation are also reasons for the delay. This paper discusses the main reasons for the delay in the public transportation projects based on Daily Work Reports (DWRs) from five different transportation projects of the last three years in Wyoming. This paper focuses on the inconsistencies of the contractor's schedules to complete the project according to the baseline schedule. First, the authors collected DWRs and baseline schedules from the Wyoming Department of Transportation (WYDOT). Second, the DWR data are compared against the baseline schedules to determine the reasons for delaying their significance. Finally, the paper presents the recommendations to mitigate the effects of delays on public transportation projects as well as to improve the documentation process of DWR data.

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