• 제목/요약/키워드: empirical threshold

검색결과 107건 처리시간 0.025초

Immediate Effects of Pulsed Magnetic Field in Subjects with Upper Trapezius Trigger Point

  • Kang, Sun-Young;Park, Joo-Hee;Song, Ja-Eik;Jeon, Hye-Seon;Lee, Hyun Sook
    • The Journal of Korean Physical Therapy
    • /
    • 제26권6호
    • /
    • pp.379-385
    • /
    • 2014
  • Purpose: This study was to determine the immediate effects of pulsed magnetic field (PMF) in subjects with upper trapezius (UT) trigger point (TrP). Methods: Fifteen subjects with UT TrP were recruited for the study's PMF group (pain threshold=$2.29kg/cm^2$), and 15 age-, weight-, and gender-matched subjects with UT TrP were recruited for control group (pain threshold=$2.25kg/cm^2$). Pressure algometer was used to measure pressure pain threshold on UT TrP and, cervical range of motion (ROM) inclinometer was used to measure cervical ROM. Surface electromyography was used to record UT, lower trapezius, and serratus anterior muscle activity and relative ratio during scapular plane abduction between pre- and post-treatment. Results: The PMF effectively improved pain threshold and concurrently increased ROM (rotation to the painful side, lateral flexion to the nonpainful side). In addition, the PMF may effectively deactivate UT activity during abduction and the muscle activity ratio between UT and serratus anterior. Conclusion: These findings provided empirical evidence that PMF can be an effective treatment method to reduce pain threshold, to increase cervical ROM, and deactivate UT activity in individuals with TrP.

웹 소프트웨어의 순환복잡도에 대한 정량적 분석 (A Quantitative Analysis of the Cyclomatic Complexity of the Web Software)

  • 김지현
    • 한국컴퓨터정보학회논문지
    • /
    • 제19권2호
    • /
    • pp.183-191
    • /
    • 2014
  • 본 연구는 웹 소프트웨어의 복잡도와 객체지향 프로그래밍 측정자인 클래스 수(NOC), 메서드 수(NOM)와의 상관관계를 통하여 순환복잡도를 정량적으로 분석하고자 한다. 웹 환경에서 소프트웨어의 복잡도, NOC, NOM의 빈도분포를 근거로 복잡도한계값과 NOC한계값, 복잡도 한계값과 NOM한계값의 상관관계를 파악하기 위하여 실제 사용되는 10개의 웹 프로젝트에서 4,000여개의 ASP 파일이 표본으로 사용되었다. 실험 결과 NOC한계값은 21, NOM한계값은 40이었고 복잡도는 68의 높은 값을 보였으며 10개의 프로젝트 중 NOC, NOM이 특히 높은 빈도를 보이는 2개의 프로젝트를 제외한 8개의 프로젝트는 NOC한계값은 12, NOM한계값은 21이었고 복잡도 한계값도 52의 상대적으로 낮은 값을 나타내 상관관계가 있는 것으로 판명이 되었다. 또한 복잡도, NOC, NOM의 한계값이 낮은 8개의 프로젝트는 내부 관리 소프트웨어이었고 나머지 2개의 프로젝트는 외부 매매 서비스 소프트웨어임이 밝혀져 업무 특성에 따라 설계 단계에서 클래스 수, 메서드 수가 결정됨에 따라 복잡도도 미리 추정할 수 있어 품질 향상에 기여할 수 있을 것이다.

데이터 마이닝 기법 및 경험적 모드 분해법을 이용한 회전체 이상 진단 알고리즘 개발에 관한 연구 (A Study on Fault Diagnosis Algorithm for Rotary Machine using Data Mining Method and Empirical Mode Decomposition)

  • 윤상환;박병희;이창우
    • 한국기계가공학회지
    • /
    • 제15권4호
    • /
    • pp.23-29
    • /
    • 2016
  • Rotary machine is major equipment in industry. The rotary machine is applied for a machine tool, ship, vehicle, power plant, and so on. But a spindle fault increase product's expense and decrease quality of a workpiece in machine tool. A turbine in power plant is directly connected to human safety. National crisis could be happened by stopping of rotary machine in nuclear plant. Therefore, it is very important to know rotary machine condition in industry field. This study mentioned fault diagnosis algorithm with statistical parameter and empirical mode decomposition. Vibration locations can be found by analyze kurtosis of data from triaxial axis. Support vector of data determine threshold using hyperplane with fault location. Empirical mode decomposition is used to find fault caused by intrinsic mode. This paper suggested algorithm to find direction and causes from generated fault.

A New Semi-Empirical Model for the Backgating Effect on the Depletion Width Modulation in GaAs MESFET's

  • Murty, Neti V.L. Narasimha;Jit, S.
    • JSTS:Journal of Semiconductor Technology and Science
    • /
    • 제8권1호
    • /
    • pp.104-109
    • /
    • 2008
  • A simple and efficient way of modeling backgating in GaAs MESFET's is presented through depletion width modulation of Schottky junction and channel-substrate interface. It is shown semi-empirically that such a modulation of depletion widths causes serious troubles in designing precision circuits since backgating drastically reduces threshold voltage of MESFET as well as drain current. Finally, some of the results are compared with reported experimental results. This model may serve as a starting point for rigorous characterization of backgating effect on various device parameters of GaAs MESFET's.

SiC MOSFET의 고온모델 (Silicon Carbide MOSFET Model for High Temperature Applications)

  • 이원선;오충완;최재승;신동현;이형규;박근형;김영석
    • 대한전자공학회:학술대회논문집
    • /
    • 대한전자공학회 2001년도 하계종합학술대회 논문집(2)
    • /
    • pp.5-8
    • /
    • 2001
  • This paper describes the development of SiC MOSFET model for high temperature applications. The temperature dependence of the threshold voltage and mobility of SiC MOSFET is quite different from that of silicon MOSFET. We developed the empirical temperature model of threshold voltage and mobility of SiC MOSFET and implemented into HSPICE. Using this model the MOSFET Id-Vds characteristics as a function of temperature are simillated. Also the SiC CMOS operational amplifieris designed using this model and the temperature dependence of the frequency response, transfer characteristics and slew rate as a function of temperature are analyzed.

  • PDF

데이터 마이닝의 비대칭 오류비용을 이용한 지능형 침입탐지시스템 개발 (Intelligent Intrusion Detection Systems Using the Asymmetric costs of Errors in Data Mining)

  • 홍태호;김진완
    • 한국정보시스템학회지:정보시스템연구
    • /
    • 제15권4호
    • /
    • pp.211-224
    • /
    • 2006
  • This study investigates the application of data mining techniques such as artificial neural networks, rough sets, and induction teaming to the intrusion detection systems. To maximize the effectiveness of data mining for intrusion detection systems, we introduced the asymmetric costs with false positive errors and false negative errors. And we present a method for intrusion detection systems to utilize the asymmetric costs of errors in data mining. The results of our empirical experiment show our intrusion detection model provides high accuracy in intrusion detection. In addition the approach using the asymmetric costs of errors in rough sets and neural networks is effective according to the change of threshold value. We found the threshold has most important role of intrusion detection model for decreasing the costs, which result from false negative errors.

  • PDF

Absorptive Capacity Effects of Foreign Direct Investment in Selected Asian Economies

  • ROY, Samrat
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제8권11호
    • /
    • pp.31-39
    • /
    • 2021
  • This study empirically examines the proposition that the domestic fundamentals of a nation can emerge as absorptive capacity factors to reap the benefits of inward FDI. The study is contextualized in Asia, set from1982 to 2017, and data is grouped into low-income and lower-middle-income economies, in comparison to high-income and upper-middle-income economies, catering to different geographical regions within Asia. The investigation is based on a series of absorptive capacity factors such as infrastructure, human capital, domestic credit, and health indicator. The methodological analysis is premised on dynamic panel structure and employs the Generalized Method of Moments (GMM) estimation technique. The empirical findings suggest that that the infrastructure variable appears to be the major absorptive capacity factor for both groups of countries. The health indicator, on the other hand, can help reap the benefits of inward FDI, but only if the threshold level is met. The selected economies must achieve this threshold level to reap the benefits of FDI. To absorb the benefits of inward FDI, countries must be proactive in providing sound infrastructure and implementing proper healthcare measures.

Empirical estimation of daily artifact of HMI Doppler velocities in the umbral region

  • Cho, Il-Hyun;Cho, Kyung-Suk;Bong, Su-Chan;Kim, Yeon-Han;Park, Young-Deuk
    • 천문학회보
    • /
    • 제39권1호
    • /
    • pp.71.1-71.1
    • /
    • 2014
  • To investigate physical properties of Solar pores, we use SDO/HMI data from 2010 to 2013. For this, we select single and isolated pores from the active region (Axx, Bxo, Bxi and Bxc-type) listed in Solar Region Summary. Pore is defined by connected pixels satisfying the intensity threshold from pixel of minimum intensity. We try to obtain area, intensity, magnetic field, and Doppler velocity of pores from HMI data. After removing the effects of orbital motion of the SDO satellite and differential rotation of the Sun, we identify that significant daily variations of Doppler velocity with non-zero ordinates still remain in the umbral region, and the artifact is quite dependent on the strength of magnetic field and radial component of velocity of SDO satellite. In this study we develope empirical model to remove the artifact. A preliminary result on the elimination of the artifact will be presented.

  • PDF

FUZZY TORQUE CONTROL STRATEGY FOR PARALLEL HYBRID ELECTRIC VEHICLES

  • PU J.-H.;YIN C.-L.;ZHANG J.-W.
    • International Journal of Automotive Technology
    • /
    • 제6권5호
    • /
    • pp.529-536
    • /
    • 2005
  • This paper presents a novel design of a fuzzy control strategy (FCS) based on torque distribution for parallel hybrid electric vehicles (HEVs). An empirical load-regulating vehicle operation strategy is developed on the basis of analysis of the components efficiency map data and the overall energy conversion efficiency. The aim of the strategy is to optimize the fuel economy and balance the battery state-of-charge (SOC), while satisfying the vehicle performance and drivability requirements. In order to accomplish this strategy, a fuzzy inference engine with a rule-base extracted from the empirical strategy is designed, which works as the kernel of a fuzzy torque distribution controller to determine the optimal distribution of the driver torque request between the engine and the motor. Simulation results reveal that compared with the conventional strategy which uses precise threshold parameters the proposed FCS improves fuel economy as well as maintains better battery SOC within its operation range.

NONPARAMETRIC MAXIMUM LIKELIHOOD ESTIMATION OF A CONCAVE RECEIVER OPERATING CHARACTERISTIC CURVE VIA GEOMETRIC PROGRAMMING

  • Lee, Kyeong-Eun;Lim, Johan
    • 대한수학회보
    • /
    • 제48권3호
    • /
    • pp.523-537
    • /
    • 2011
  • A receiver operating characteristic (ROC) curve plots the true positive rate of a classier against its false positive rate, both of which are accuracy measures of the classier. The ROC curve has several interesting geometrical properties, including concavity which is a necessary condition for a classier to be optimal. In this paper, we study the nonparametric maximum likelihood estimator (NPMLE) of a concave ROC curve and its modification to reduce bias. We characterize the NPMLE as a solution to a geometric programming, a special type of a mathematical optimization problem. We find that the NPMLE is close to the convex hull of the empirical ROC curve and, thus, has smaller variance but positive bias at a given false positive rate. To reduce the bias, we propose a modification of the NPMLE which minimizes the $L_1$ distance from the empirical ROC curve. We numerically compare the finite sample performance of three estimators, the empirical ROC curve, the NMPLE, and the modified NPMLE. Finally, we apply the estimators to estimating the optimal ROC curve of the variance-threshold classier to segment a low depth of field image and to finding a diagnostic tool with multiple tests for detection of hemophilia A carrier.