• Title/Summary/Keyword: Coefficient Selection

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Deposition of Piezoelectric PZT(53/47) Film by Metalorganic Decomposition for Micro electro mechanical Device (Microelectromechnical system 소자 제작을 위한 유기금속분해법에 의한 압전성 PZT(53/47)박막의 증착)

  • 윤영수;정형진;신영화
    • Journal of the Korean Institute of Electrical and Electronic Material Engineers
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    • v.11 no.6
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    • pp.458-464
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    • 1998
  • This paper gives characterization of substrate and PZT(53/47) thin film deposited by metalorganic decomposition, which is concerned in deposition process and device fabrication process, to fabricate micro electro mechanical system (MEMS) device with piezoelectric material. The PZT thin films deposited by MOD at 700^{\circ}C$ for 30 minutes had a polycrystallinity, that is, no substrate dependence, while different interface were developed depending on the bottom electrodes. Such a structural variation could influence on not only the properties of the PZT film but also etching process for fabricating MEMS devices. Therefore the electrode structure is a very important factor in the deposition of the PZT film during etching process by HF acid for MEMS device with piezoelectric material. Piezoelectric coefficients of the PZT films on the different substrates were 40 and 80 pm/V at an applied voltage of 4V. Based in these results, it was possible for deposition of the PZT film by MOD to apply MEMS device fabrication process based on piezoelectricity after selection of proper bottom electrode.

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Development of a Gambling Addictive Behavior Scale for Adolescents in Korea

  • Park, Hyun Sook;Jung, Sun Young
    • Journal of Korean Academy of Nursing
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    • v.42 no.7
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    • pp.957-964
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    • 2012
  • Purpose: This study was conducted to develop a gambling addictive behavior scale for adolescents. Methods: The process involved construction of a conceptual framework, initial item search, verification of content validity, selection of secondary items, and extraction of final items. The participants were 299 adolescents from two middle schools and four high schools. Item analysis, factor analysis, criterion validity, internal consistency, and ROC curve were used to analyze the data. Results: For the final scale, 25 items were selected, and categorized into 4 factors which accounted for 54.9% of the total variance. The factors were labeled as loss of control, life dysfunction from gambling addiction, gambling experience, and social dysfunction from problem gambling. The scores for the scale were significantly correlated with addictive personality, irrational gambling belief, and adolescent's gambling addictive behavior. Cronbach's alpha coefficient for the 25 items was .94. Scale scores identified adolescents as being in a problem gambling group, a non-problem gambling group, and a non-gambling group by the ROC curve. Conclusion: The above findings indicate that the gambling addictive behavior scale has good validity and reliability and can be used with adolescents in Korea.

A New Watermarking Algorithm for Copyright Protection of Stereoscopic Image (스테레오 영상의 소유권 보호를 위한 워터마킹 기법)

  • Seo, Young-Ho;Koo, Ja-Myung;Kim, Dong-Wook
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.16 no.8
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    • pp.1663-1674
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    • 2012
  • In this paper, we propose a new watermarking technique for copyright protection of stereo image. The proposed technique embeds watermark to the region which corresponds to occlusion of the disparity map to be extracted by the proposed stereo matching and the frequency coefficient with the appropriate value. We use discrete wavelet transform for frequency transform tool. The proposed algorithm consists of stereo matching, watermark rearrange, mark space selection, and watermark embedding/extracting. We tested the experiment about 4 stereo images which are from Middlebury site. We embedded the watermark to 4 stereo images and extracted it from the images after attacks. We also visually analyzed the watermark embedding images in 3D TV environment.

Factors Affecting Suicidal Ideation of the Unemployed (실업자의 자살생각 영향요인)

  • Kim, Hye Young;Kim, Hee Sook
    • Journal of Korean Public Health Nursing
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    • v.31 no.1
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    • pp.47-57
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    • 2017
  • Purpose: This study was conducted to identify factors that influence the suicidal ideation of the unemployed. Methods: Participants in this study consisted of 207 unemployed individuals from G city those who were participating in activities in a job center. A survey was conducted from June 13 to September 21, 2014. Research tools were suicidal ideation, self-esteem, somatization, job-seeking anxiety status, problem-focused coping, and family support. Data were analyzed using SPSS 12.0, and included the mean, standard deviation, t-test, one-way ANOVA and Scheffe test. Pearson's correlation coefficient and multiple regression by stepwise selection were also conducted to identify factors influencing suicidal ideation. Results: Suicidal ideation differed significantly according to marital status and spouse income. Suicidal ideation was positively correlated with somatization and job-seeking anxiety status, and negatively correlated with self-esteem and family support. Effective variables were family support (${\beta}=-.03$, p<.001), somatization (${\beta}=.22$, p=.001), spouse income (Yes)(${\beta}=-.18$, p=.003) and self-esteem (${\beta}=-.14$, p=.041). These variables explained 28.2% of the variance in suicidal ideation. Conclusion: Based on the results of this study, it is necessary to develop family support improvement programs to decrease suicidal ideation of the unemployed.

Digital Watermarking using Wavelet Packet Transform for Remote Sensing Images (웨이블릿 패킷 변환을 이용한 원격 영상의 워터마킹 기법)

  • 한수영;이두수
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.40 no.5
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    • pp.365-370
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    • 2003
  • In this paper, a new watermarking algorithm that based on wavelet packet transform is proposed for remote sensing images, which include many high frequency components. It applies watermark to the overall subband that includes the lowest frequency band. Watermark is embedded on original image after selecting the significant wavelet packet coefficients. For selection of significant coefficients which watermarks is embedded on, zerotree algorithm is applied to wavelet packet coefficients using CPSO (Coefficient Partitioning Scanning Order). From the experimental result, the proposed algorithm shows better invisibility and robustness performance compare with conventional watermarking methods. Especially, it demonstrates better robustness for high image compression in the remote images.

Role of general esterases in deltamethrin resistance mechanism of diamondback moth, Plutrlla xylostella L. (배추좀나방(Pulltella xylostella L.)의 deltamethrin 저항성 기작에 관한 에스테라제의 역할)

  • 김용균;장동걸
    • Korean journal of applied entomology
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    • v.35 no.1
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    • pp.74-79
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    • 1996
  • General esterases were analysed quantitatively and qualitatively to see their role in deltamethrin resistance mechanisms of the diamondback moth, Plutella xylostella L. Selection with 0.1 g of deltamethrin in each generation induced the moth to decrease susceptibility to the insecticide and to increase esterase activities of the fourth instar larvae. Both characters were highly correlated so that the correlation coefficient (r) between LDSo @g) of deltamethrin and esterase activities (~M/min/pg) was 0.9918 (P=0.0082). Nondenaturing PAGE (6%) separated 17 esterase bands from the whole body extracts of the fourth instar larvae. Deltamethrin-selected populations had fewer esterase bands than had the unselected. Four esterase bands (E3, E4, Ell, and E13) were, however, specific to deltamethrin-selected populations.

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Selection of the Most Sensitive Waveband Reflectance for Normalized Difference Vegetation Index Calculation to Predict Rice Crop Growth and Grain Yield

  • Nguyen Hung The;Lee Byun Woo
    • KOREAN JOURNAL OF CROP SCIENCE
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    • v.49 no.5
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    • pp.394-406
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    • 2004
  • A split-plot designed experiment including four rice varieties and 10 nitrogen levels was conducted in 2003 at the Experimental Farm of Seoul National University, Suwon, Korea. Before heading, hyperspectral canopy reflectance (300-1100nm with 1.55nm step) and nine crop variables such as shoot fresh weight (SFW), leaf area index, leaf dry weight, shoot dry weight, leaf N concentration, shoot N concentration, leaf N density, shoot N density and N nutrition index were measured at 54 and 72 days after transplanting. Grain yield, total number of spikelets, number of filled spikelets and 1000-grain weight were measured at harvest. 14,635 narrow-band NDVIs as combinations of reflectances at wavelength ${\lambda}l\;and\;{\lambda}2$ were correlated to the nine crop variables. One NDVI with the highest correlation coefficient with a given crop variable was selected as the NDVI of the best fit for this crop variable. As expected, models to predict crop variables before heading using the NDVI of the best fit had higher $r^2$ (>10\%)$ than those using common broad- band NDVI red or NDVI green. The models with the narrow-band NDVI of the best fit overcame broad- band NDVI saturation at high LAI values as frequently reported. Models using NDVIs of the best fit at booting showed higher predictive capacity for yield and yield component than models using crop variables.

A Comparative Study of Software finite Fault NHPP Model Considering Inverse Rayleigh and Rayleigh Distribution Property (역-레일리와 레일리 분포 특성을 이용한 유한고장 NHPP모형에 근거한 소프트웨어 신뢰성장 모형에 관한 비교연구)

  • Shin, Hyun Cheul;Kim, Hee Cheul
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.10 no.3
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    • pp.1-9
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    • 2014
  • The inverse Rayleigh model distribution and Rayleigh distribution model were widely used in the field of reliability station. In this paper applied using the finite failure NHPP models in order to growth model. In other words, a large change in the course of the software is modified, and the occurrence of defects is almost inevitable reality. Finite failure NHPP software reliability models can have, in the literature, exhibit either constant, monotonic increasing or monotonic decreasing failure occurrence rates per fault. In this paper, proposes the inverse Rayleigh and Rayleigh software reliability growth model, which made out efficiency application for software reliability. Algorithm to estimate the parameters used to maximum likelihood estimator and bisection method, model selection based on mean square error (MSE) and coefficient of determination($R^2$), for the sake of efficient model, were employed. In order to insurance for the reliability of data, Laplace trend test was employed. In many aspects, Rayleigh distribution model is more efficient than the reverse-Rayleigh distribution model was proved. From this paper, software developers have to consider the growth model by prior knowledge of the software to identify failure modes which can helped.

Estimation of the Heritabilities and Genetic Correlations on Egg Shape Index and Internal Egg Qualities in Korean Native Chicken (한국재래계의 난형지수 및 난질에 대한 유전력 및 유전상관의 추정)

  • 한성욱;상병찬;이준헌;정욱수;상병돈
    • Korean Journal of Poultry Science
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    • v.25 no.3
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    • pp.103-111
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    • 1998
  • This study was carried out to estirnate the heritabilities and genetic correlations on egg shape index and internal egg qualities ; shell thickness, alburnin heights and Haugh units for breeding plan and selection in Korean native chicken. Data analyzed were the records of 46,908 eggs from 43() layers from April, 1994 to September, 1995. The egg shape index at the first egg, 300 days and 500 days of ages were 74.771, 74.468 and 73.702; the shell thickness were 0.345, 0.344 and 0. 334mm; the alburnen heights were 6.579, 6.130 and 5.318mm; the Haugh units were 86.859, 81.014 and 73.565 respectively. The heritability estimates of egg shape index and internal egg qualities based on the variance of sire, dam and combined components at 300 days of age were 0.136, 0.954 and 0.545 for egg shape index; 0.201, 0.622 and 0.421 for shell thickness; 0.410, 0.961 and 0.633 for albumen height ; 0.353, 0.962 and': 0.608 for Haugh units. The genetic correlation coefficient between shell thickness and albumen height was -0.044~0.824; 0.016~0.949 between Haugh units and shell thickness 0.313~0.941 between albumen height and Haugh units, respectively.

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Comparison of Laplace and Double Pareto Penalty: LASSO and Elastic Net (라플라스와 이중 파레토 벌점의 비교: LASSO와 Elastic Net)

  • Kyung, Minjung
    • The Korean Journal of Applied Statistics
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    • v.27 no.6
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    • pp.975-989
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    • 2014
  • Lasso (Tibshirani, 1996) and Elastic Net (Zou and Hastie, 2005) have been widely used in various fields for simultaneous variable selection and coefficient estimation. Bayesian methods using a conditional Laplace and a double Pareto prior specification have been discussed in the form of hierarchical specification. Full conditional posterior distributions with each priors have been derived. We compare the performance of Bayesian lassos with Laplace prior and the performance with double Pareto prior using simulations. We also apply the proposed Bayesian hierarchical models to real data sets to predict the collapse of governments in Asia.