• Title/Summary/Keyword: combining function

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Effects of combining both mobilization and hold-relax technique on the function of post-surgical patients with shoulder adhesive capsulitis

  • Jung, Jongchan;Chung, Yijung
    • Physical Therapy Rehabilitation Science
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    • v.9 no.2
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    • pp.90-97
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    • 2020
  • Objective: This study investigated the effects of combining both mobilization and hold-relax (HR) technique on the function of post-surgical patients with shoulder adhesive capsulitis. Design: Randomized controlled trial. Methods: Forty-five surgical patients with shoulder adhesive capsulitis participated in this study and were randomly divided into three groups; both mobilization with movement (MWM) and HR technique (HR-MWM) group (n=15), the MWM group (n=15), and control group (n=15). All participants received three different interventions; 1) MWM combined with HR technique in PNF stretching on the shoulder, 2) MWM on the shoulder, 3) general physical therapy and intervention with neither MWM or HR stretching. Pre- and post-intervention, each subject was randomly evaluated for shoulder flexion range of motion (ROM), shoulder flexor muscle strength, Visual Analogue Scale (VAS), and the Korean version of the Shoulder Pain And Disability Index (SPADI). Results: The MWM combined with HR technique group had significant effects on shoulder flexion ROM, shoulder flexor muscle strength, VAS and SPADI compared to the MWM and control group (p<0.05). The MWM group showed a significantly greater increase in shoulder flexion ROM compared to the control group (p<0.05). Conclusions: These findings suggest that combining both the MWM and HR technique on the shoulder may more effectively improve shoulder function than MWM alone or without MWM&HR technique. Therefore, combining both the MWM and HR technique is a suggested intervention for increasing function due to shoulder adhesive capsulitis after surgery.

Comparing Classification Accuracy of Ensemble and Clustering Algorithms Based on Taguchi Design (다구찌 디자인을 이용한 앙상블 및 군집분석 분류 성능 비교)

  • Shin, Hyung-Won;Sohn, So-Young
    • Journal of Korean Institute of Industrial Engineers
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    • v.27 no.1
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    • pp.47-53
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    • 2001
  • In this paper, we compare the classification performances of both ensemble and clustering algorithms (Data Bagging, Variable Selection Bagging, Parameter Combining, Clustering) to logistic regression in consideration of various characteristics of input data. Four factors used to simulate the logistic model are (1) correlation among input variables (2) variance of observation (3) training data size and (4) input-output function. In view of the unknown relationship between input and output function, we use a Taguchi design to improve the practicality of our study results by letting it as a noise factor. Experimental study results indicate the following: When the level of the variance is medium, Bagging & Parameter Combining performs worse than Logistic Regression, Variable Selection Bagging and Clustering. However, classification performances of Logistic Regression, Variable Selection Bagging, Bagging and Clustering are not significantly different when the variance of input data is either small or large. When there is strong correlation in input variables, Variable Selection Bagging outperforms both Logistic Regression and Parameter combining. In general, Parameter Combining algorithm appears to be the worst at our disappointment.

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Another View Point on the Performance Evaluation of an MC-DS-CDMA System

  • Chen, Joy Iong-Zong;Hsieh, Tai Wen
    • Journal of Communications and Networks
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    • v.11 no.3
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    • pp.240-247
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    • 2009
  • The results of performance analysis by adopting the channel scenarios characterized as Weibull fading for an multicarrierdirect sequence-coded division multiple access (MC-DS-CDMA) system are proposed in this investigation. On the other hand, an approximate simple expression with the criterion of bit error rate (BER) versus signal-to-noise ratio (SNR) method is derived for an MC-DS-CDMA system combining with maximal ratio combining (MRC) diversity based on the moment generating function (MGF) formula of Weibull statistics, and it associates with an alternative expression of Gaussian Q-function. Besides, the other point of view on the BER performance evaluation of an MC-DS-CDMA system is not only the assumption of both single-user and multi-user cases applied, but the phenomena of partial band interference (PBI) is also included. Moreover, in order to validate the accuracy in the derived formulas, some of the system parameters, such as Weibull fading parameter (${\beta}$), user number (K), spreading chip number (N), branch number (L), and the PBI (JSR) values, etc., are compared with each other in the numerical results. To the best of author's knowledge, it is a brand new idea which proposes the evaluation of the system performance for an MC-DS-CDMA system over the point of view with Weibull fading channel.

Aggregating Prediction Outputs of Multiple Classification Techniques Using Mixed Integer Programming (다수의 분류 기법의 예측 결과를 결합하기 위한 혼합 정수 계획법의 사용)

  • Jo, Hongkyu;Han, Ingoo
    • Journal of Intelligence and Information Systems
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    • v.9 no.1
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    • pp.71-89
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    • 2003
  • Although many studies demonstrate that one technique outperforms the others for a given data set, there is often no way to tell a priori which of these techniques will be most effective in the classification problems. Alternatively, it has been suggested that a better approach to classification problem might be to integrate several different forecasting techniques. This study proposes the linearly combining methodology of different classification techniques. The methodology is developed to find the optimal combining weight and compute the weighted-average of different techniques' outputs. The proposed methodology is represented as the form of mixed integer programming. The objective function of proposed combining methodology is to minimize total misclassification cost which is the weighted-sum of two types of misclassification. To simplify the problem solving process, cutoff value is fixed and threshold function is removed. The form of mixed integer programming is solved with the branch and bound methods. The result showed that proposed methodology classified more accurately than any of techniques individually did. It is confirmed that Proposed methodology Predicts significantly better than individual techniques and the other combining methods.

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MRC Performance Comparison between Rectangular QAM and M-PSK over Nakagami-n Fading Channels (나카가미-n 페이딩 채널에서 직사각 QAM과 M-PSK 신호의 최대비 합성 수신 성능 비교)

  • Lim, Jeong-Seok;Park, Sang-Kyu
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.8C
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    • pp.754-761
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    • 2005
  • We derive and analyze a bit error rate(BER) expression of a Gray coded rectangular QAM(R-QAM) signal with maximal ratio combining diversity(MRC) reception over Nakagami-n(Rician) fading channels. The derived result is provided in terms of the Whittaker function and the confluent hypergeometric function. In addition, by performance comparison with M-PSK, we see the Nakagami-n fading channel characteristics. Because the derived expression is general, it can readily allow numerical e·valuation for various cases of practical interest such as line-of-sight (LOS) or satellite communication channel analysis.

Analysis of Optical Transfer Function and Phase Error of the Modified Triangular Interferometer

  • Kim, Soo-Gil;Ryeom, Jeong-Duk
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.21 no.1
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    • pp.10-18
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    • 2007
  • We synthesize and analyze the optical transfer function(OTF) of the modified triangular interferometer(MTI) using two-pupil synthesis method and we present the optimal MTI, which can obtain any bipolar function by combining a wave plate and a linear polarizer. Also, we analyze its potential phase error sources caused by polarization components.

A Simultaneous Test Procedure

  • Hong, Seungman;Cho, Joong-Jae;Park, Hyo-Il
    • Communications for Statistical Applications and Methods
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    • v.21 no.1
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    • pp.11-22
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    • 2014
  • In this study, we propose a simultaneous test procedure based on the individual - values for each sub-null hypothesis with several well-known combining functions. We then compare the efficiency of our procedure with existing tests by obtaining empirical powers through a simulation study. Finally, we discuss some interesting features related to simultaneous test and point out a misconduct for the simulation study published in the previous work.

PAPR reduction algorithm using Hadamard transform and phase shift in OFDM systems (Hadamard 변환과 위상 천이를 이용한 OFDM 시스템의 PAPR 감소 기법)

  • 구현철
    • Proceedings of the IEEK Conference
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    • 2001.06a
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    • pp.233-236
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    • 2001
  • Orthogonal freqency division multiplexing (OFDM) is an attractive technique for achieving high-bit-rate wireless data transmission. However, the potentially large peak-to-average power ratio (PAPR) has limited its application; An OFDM signal with the large PAPR can cause power degradation (In-band distortion) and spectral spreading (Out-of-band distortion) by being clipped passing through a power amplifier. Thus, we propose the combining algorithm of Hadamard transform and phase shift, which is ascribed to the relation between the correlation of the IFFT input sequence function and PAPR. Extensive computer simulations show that the combining algorithm is an effective technique to reduce PAPR.

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A Study on Design Development of FEELighting (Feeling + Lighting) (감성조명(感性照明, FEELighting : Feeling + Lighting) 디자인 개발에 관한 연구)

  • Yoon, Yeoh-Hang;Cho, Neul-Hae
    • Journal of the Korea Furniture Society
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    • v.26 no.1
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    • pp.92-99
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    • 2015
  • The following research focused on developing a new concept of lighting design with design factors which considered combining common natural objects with feelings. The purpose of this research is to write a thesis that deals with the whole process of developing a design for 'FEELighting' that is applicable to daily life through developing a form of lighting, which prioritizes feelings rather than materials, forms, or functions, and enhance the quality of people's lives. In particular, the process has been materialized by defining a new concept of 'FEELighting' (Feeling + Lighting), researching and analyzing the original and unfamiliar correlation between feeling and lighting, and choosing the embedded acrylics lighting items that can undergo small quantity batch production. As a result, prototypes of various forms of lightings that could be applied to daily lives -ceiling lights, wall light lamps, and table lamps-, which were made by combining numerous common natural objects and surpassed simple function and created to surpass simple lighting function, were presented through every process of design development.

A REMARK ON THE REGULARIZED GAP FUNCTION FOR IQVI

  • Kum, Sangho
    • Journal of the Chungcheong Mathematical Society
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    • v.28 no.1
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    • pp.145-150
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    • 2015
  • Aussel et al. [1] introduced the notion of inverse quasi-variational inequalities (IQVI) by combining quasi-variational inequalities and inverse variational inequalities. Discussions are made in a finite dimensional Euclidean space. In this note, we develop an infinite dimensional version of IQVI by investigating some basic properties of the regularized gap function of IQVI in a Banach space.