• 제목/요약/키워드: up-sampling

검색결과 832건 처리시간 0.028초

불균형 자료에 대한 분류분석 (Classification Analysis for Unbalanced Data)

  • 김동아;강수연;송종우
    • 응용통계연구
    • /
    • 제28권3호
    • /
    • pp.495-509
    • /
    • 2015
  • 일반적인 2집단 분류(2-class classification)의 경우, 두 집단의 비율이 크게 차이나지 않는 경우가 많다. 본 논문에서는 두 집단의 비율이 크게 차이나는 불균형 데이터(unbalanced data)의 분류 문제에 대해서 다루고자 한다. 불균형 데이터의 분류방법은 균형이 맞는 데이터(balanced data)의 경우보다 분류하기 어려운 경우가 많다. 이런 자료에서 보통의 분류모형을 적용하게 되면 많은 경우에 대부분의 관측치가 큰 집단으로 분류 되는 경우가 많은데 실질적인 어플리케이션에서는 이런 오분류가 손해가 더 큰 경우가 대부분이다. 우리는 sampling 기법을 이용하여 다양한 분류 방법론의 성능을 비교 분석 하였다. 또한 비대칭 손실(asymmetric loss)을 가정한 경우에 어떤 방법론이 가장 작은 loss를 생성하는 지를 비교하였다. 성능 비교를 위해서는 오분류율(misclassification rate), G-mean, ROC, 그리고 AUC(Area under the curve) 등을 이용하였다.

공기중 염화비닐단량체의 포집시 공기 포집량이 파과에 미치는 영향 (Effect of sampling volume on the breakthrough of charcoal tube during vinyl chloride monomer sampling)

  • 윤존중;임남구;김치년;노재훈
    • 한국산업보건학회지
    • /
    • 제11권3호
    • /
    • pp.241-248
    • /
    • 2001
  • The main factors of breakthrough are known to sampling time, flow rate, concentration of the sample, temperature, humidity, and the physical characteristics of the solid sorbent tube. However, no study has been reported the effect of temperature and sampling volume on the breakthrough of acharcoal tube during vinyl chloride monomer (VCM) sampling. The objective of this study is to suggest the optimal sampling condition during VCM sampling based on National Institute for Occupational Safety and Health (NIOSH) method. To evaluate adequate sampling volume for VCM without breakthrough, volume of 1, 2, 3, 4, and 5 L each from VCM of 1, 5, 10, 15, and 20ppm at flow rate of 0.05 L/min were sampled in $22^{\circ}C$ and $40^{\circ}C$. At $22^{\circ}C$, in the case of 1, 5, 10, and 15ppm, VCM was adsorbed completely in first section of charcoal tube regardless of sampling volume. But in 20ppm, detection rates are 99.56% in first section and 0.44% in second section. At $40^{\circ}C$ of 1ppm, VCM was adsorbed completely in first section. In 10, 15, and 20ppm, detection rates of second, third, and forth sections were decreased significantly by reduction of sampling volume. In determination of breakthrough based on NIOSH method, no breakthrough was occurred in 20ppm at $22^{\circ}C$. At $40^{\circ}C$, breakthrough was occurred in 10, 15, and 20ppm when sampling volume was 5L. Although no breakthrough was occurred when sampling volume was 3L. Finally, in environment of temperature around $22^{\circ}C$, breakthrough may not occurred up to 20ppm during sampling for VCM. During sampling for VCM in environment of temperature around $40^{\circ}C$, no breakthrough occurred in 1-5ppm and 10-20ppm when sampling volume is 5L and 3L respectively. This result suggests that the sampling volume should be considered when VCM sampling under hot conditions (> $22^{\circ}C$) by the NIOSH method No. 1007.

  • PDF

프랙탈 분석을 통한 비용효과적인 기준 자료추출알고리즘에 관한 연구 (A Cost Effective Reference Data Sampling Algorithm Using Fractal Analysis)

  • 김창재
    • Spatial Information Research
    • /
    • 제8권1호
    • /
    • pp.171-182
    • /
    • 2000
  • 분류기법에 의해 원격탐사 영상으로부터 취득된 면속성 수치 지도는 GIS 의사결정자료로 사용되기 이전에 그 정확성에 관한 신뢰도 검증과정을 거쳐야 한다. 분류 정확도를 평가하기 위해서는 오분류행렬(confusion matrix)을 사용하여 전체 정확도, 사용자 정확도, 제작자 정확도 등을 얻게 되는데, 이때 오분류행렬을 구성하기 위해서는 기준자료(reference data)에 대한 표본추출이 이루어져야한다. 기준자료의 표본을 추출하는 기법간의 비교 및 표본 크기를 줄이고자 하는 연구는 많이 이루어져 왔으나, 추출된 표본들간의 거리를 줄임으로서 정확도 평가 비용을 감소시키고자 하는 연구는 미비한 실정이다. 따라서 본 연구에서는 프랙탈 분석을 통하여 기준자료의 표본을 추출하였으며, 이를 바탕으로 기존의 표본추출의 기법과 정확도 차이 및 비용효과 측면을 비교 분석하였다. 연구 결과 , 프랙탈 분석을 통하여 표본을 추출하는 기법은 그 정확도 추정에 있어 기존의 표본추출 기법과 큰 차이를 보이지 않았으며, 추출된 화소들이 가까운 저리에 군집에 있어 비용효과측면에서 유리함을 확인하였다.

  • PDF

기상 후 시간에 따른 음도 변화에 대한 연구 (A Research on Time-Dependent Fundamental Frequency Variations after Waking up in the Morning)

  • 안종복;남현욱;정옥란
    • 음성과학
    • /
    • 제15권2호
    • /
    • pp.169-176
    • /
    • 2008
  • This study was intended to analyze difference of vocal folds movements between upon wakeup and in several hours later in the morning. The difference of vocal fold movements was compared with fundamental frequency and a range of fundamental frequencies from maximum to minimum. The participants were 30 female adults between 20 and 29 years old. Voice samples were collected from their reading sentence (Jeong, 1993). The first sampling was conducted within 5 minutes after wakeup, while the second on 1 hour after the first sampling. Finally, the third voice sample was collected on 6 hours after the second sampling. The results of this study were as follows: First, fundamental frequency of the participants were by hour significantly time-dependent(F=7.843). Post-hoc multiple comparison (LSD) was conducted to determine when the difference could be observed. The result showed significant differences between upon wakeup and 6 hours later (p< .001) and between 1 hour later and 6 hours later (p< .05). Second, there were a significantly time-dependent ranges of fundamental frequencies of participants by hour (F=3.130). According to the results of the LSD analysis the significant differences in range of fundamental frequencies were found between upon wakeup and 1 hour later and also between wakeup and 6 hours later (p< .05). The results above indicate that vocal fold movements upon wakeup is different from those of several hours later.

  • PDF

A 1.2-V Wide-Band SC Filter for Wireless Communication Transceivers

  • Yang, Hui-Kwan;Cha, Sang-Hyun;Lee, Seung-Yun;Lee, Sang-Heon;Lim, Jin-Up;Choi, Joong-Ho
    • JSTS:Journal of Semiconductor Technology and Science
    • /
    • 제6권4호
    • /
    • pp.286-292
    • /
    • 2006
  • This paper presents the design of a low-voltage wide-band switched-capacitor (SC) filter for wireless communication receiver applications. The filter is the 5th-order Elliptic lowpass filter. With the clock frequency of 50MHz implying that an effective sampling frequency is 100MHz with double sampling scheme, the cut-off frequency of the filter is programmable to be 1.25MHz, 2.5MHz, 5MHz and 10MHz. For low-power systems powered by a single-cell battery, the SC filter was elaborately designed to operate at 1.2V power supply. Simulation result shows that the 3rd-order input intercept point (IIP3) can be up to 27dBm. The filter was fabricated in a $0.25-{\mu}m$ 1P5M standard CMOS technology and measured frequency responses show good agreement with the simulation ones. The current consumption is 34mA at a 1.2V power supply.

토양오염도 현황 통계의 품질 진단과 개선 방안 (Statistics Quality Assessment and Improvement of Monitoring on Soil Quality)

  • 김기대
    • 한국환경과학회지
    • /
    • 제18권10호
    • /
    • pp.1079-1088
    • /
    • 2009
  • The statistics of monitoring on soil quality is a report statistics which is made on the basis of Article 15, Environment Strategy Basic Law and Article 5, Soil Environment Conservation Law. This study was conducted according to quality assessment of Korea National Statistical Office. The assessment of quality infrastructure advised that the authority bring up and increase completely responsible officer and secure the budget. The assessment of user satisfaction and reflection of request propose that the statistics is focused on soil background concentration, decrease soil sampling points and extend survey period. The assessment of error management system per processes of detailed preparation suggest change of the statistics objective, a reduction of sampling points and improvement of survey period and soil measurement properties. Accuracy assessment of data proposed cuts of sampling points, accessibility increment and build up of management system linking subordinates and Ministry of Environment. The substantiality assessment of data service demonstrated information environment improvement for users including reference expression and records of statistics table and figure contents.

농경작업 영향지역의 금속광상에 대한 토양 지구화학 탐사법 개발 연구 (A Study on the Developement of Soil Geochemical Exploration Method for Metal Ore Deposits Affected by Agricultural Activity)

  • 김옥배;이무성
    • 자원환경지질
    • /
    • 제25권2호
    • /
    • pp.145-151
    • /
    • 1992
  • In order to study the optimum depth for the soil geochemical exploration in the area which is affected by agricultural activities and waste disposal of metal mine, the soil samples were sampled from the B layer of residual soil and vertical 7 layers up to 250 cm in the rice field and 3 layers up to 90 cm in the ordinary field. They were analyzed for Au, As, Cu, Pb and Zn by AAS, AAS-graphite furnace and ICP. To investigate the proper depth for the soil sampling in the contaminated area, the data were treated statistically by applying correlation coefficient, factor analysis and trend analysis. It is conclude that soil geochemical exploration method could be applied in the farm-land and a little contaminated area. The optimum depth of soil sampling is 60 cm in the ordinary field, and 150~200 cm in the rice field. Soil sampling in the area of a huge mine waste disposal is not recommendable. Plotting of geochemical map with factor scores as a input data shows a clear pattern compared with the map of indicater element such as As or Au. The second or third degree trend surface analysis is effective in inferring the continuity of vein in the area where the outcrop is invisible.

  • PDF

비파괴 샘플링 계획을 갖는 Filling 작업에 대한 최적 목표치 결정 (Determining the Optimum Target Value for Filling Operations with Nondestructive Sampling Plans)

  • Goh, Hyun Woo;Hwang, Eui Cheol
    • 산업경영시스템학회지
    • /
    • 제14권24호
    • /
    • pp.187-192
    • /
    • 1991
  • We consider a filling process problem on a production line. Up to present this problem have examined by 100% inspection. Thus a target value is determined which takes into account the regular selling prices, the reprocess cost, the excess quality cost and the process variability and so on. However, in this paper we propose a solution under specified sampling plan when the inspection is nondestructive.

  • PDF

원료 샘플링 플랜트 자동화 시스템 개발을 위한 시스템엔지니어링 접근방안 연구 (A Systems Engineering Approach for Developing An Automated Raw Material Sampling Plant)

  • 궉호균;홍대근;서석환
    • 시스템엔지니어링학술지
    • /
    • 제11권1호
    • /
    • pp.55-65
    • /
    • 2015
  • In steel making plant, sampling system for raw material such as iron ore, limestone is necessary for quality control purpose. For the sake of efficiency and productivity, automation of the sampling system is highly desirable. From technical standpoint, the development of the automated system requires multi-disciplinary domain knowledge such as mechanical engineering, industrial engineering, information technology and computer engineering. Up to present time, the development has been mainly carried out by a single domain expert with project manager. The automated system developed in this way caused problems in the final system. This paper suggests a systems engineering approach to the development of automation for raw material sampling plant via a tailored process called Plant Systems Engineering (PSE) Process based on ISO/IEC 15288. Through the PSE process, we could derive right requirements and architecture of the Systems Of Interest (SOI), and we were convinced that the PSE Process can be applied to many other Plant Systems.

Sampling Jitter Effect on a Reconfigurable Digital IF Transceiver to WiMAX and HSDPA

  • Yu, Bong-Guk;Lee, Jae-Kwon;Kim, Jin-Up;Lim, Kyu-Tae
    • ETRI Journal
    • /
    • 제33권3호
    • /
    • pp.326-334
    • /
    • 2011
  • This paper outlines the time jitter effect of a sampling clock on a software-defined radio technology-based digital intermediate frequency (IF) transceiver for a mobile communication base station. The implemented digital IF transceiver is reconfigurable to high-speed data packet access (HSDPA) and three bandwidth profiles: 1.75 MHz, 3.5 MHz, and 7 MHz, each incorporating the IEEE 802.16d worldwide interoperability for microwave access (WiMAX) standard. This paper examines the relationship between the signal-to-noise ratio (SNR) characteristics of a digital IF transceiver with an under-sampling scheme and the sampling jitter effect on a multichannel orthogonal frequency-division multiplexing (OFDM) signal. The simulation and experimental results show that the SNR of the OFDM system with narrower band profiles is more susceptible to sampling clock jitter than systems with relatively wider band profiles. Further, for systems with a comparable bandwidth, HSDPA outperforms WiMAX, for example, a 5 dB error vector magnitude improvement at 15 picoseconds time jitter for a bandwidth of WiMAX 3.5 MHz profile.