• Title/Summary/Keyword: F-Measure

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A Study on Stress and Symptoms of Stress in Soldiers in the Army (병사의 지각된 스트레스와 스트레스 반응에 관한 연구)

  • Hyun, Hye-Sun;Lee, In-Sook
    • Journal of Korean Academy of Nursing
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    • v.38 no.2
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    • pp.238-247
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    • 2008
  • Purpose: The purpose of this study was to measure the level of stress and symptoms of stress (SOS) in soldiers and to investigate the factors that have effects on the symptoms of stress. Methods: Data was collected from soldiers of two military units located in north Kyounggi-Do from August 2 to 9, 2006 by using the survey instruments. Results: This research found that the average values on the level of stress and symptoms of stress were about $2.53{\pm}0.60$ (range 1.00-4.35) and $0.95{\pm}0.55$ (range 0.04-2.83), respectively. The things which affected symptoms of stress, according to this study, were the external factors in the military (${\beta}=.28$, p<.001), role and relation factors (${\beta}=.21$, p<.001), work factors (${\beta}=.15$, p=.01) and passive coping styles (${\beta}=.19$, p<.001). These variables explained 28% (F=36.68, p<.001) of the variance of the total symptoms of stress. Conclusion: This study suggests that soldiers need to under go stress management.

Electrical Properties of Transformer Oils (II) (변압기유의 전기적인 특성 (II))

  • Lee, Yong-Woo;Cho, Don-Chan;Shin, Man-Seob;Lee, Soo-Won;Hong, Jin-Woong
    • Proceedings of the KIEE Conference
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    • 1995.07c
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    • pp.1123-1125
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    • 1995
  • In order to investigate the electrical properties for transformer oils, the dielectric properties and volume resistivity were made researches. To measure the characteristics of dielectric liquid, volume resistivity and dielectric loss, coaxial cylindrical liquid electrode was used, geometric capacitance was confirmed to 16[pF]. Highmegohm meter of VMG-1000 was used for measuring volume resistivity, the appling voltages were DC 100, 250, 500[V] in the temperature range of $20{\sim}100[^{\circ}C]$. Experiments for measuring the dielectric loss were performed at $20{\sim}120[^{\circ}C]$ in temperature range, $30{\sim}1.5{\times}10^5$[Hz] in frequency range and $300{\sim}1500$[mV] in voltage range and then, the result of experiment for the movement of carrier and the physical constants to contribute dielectric properties is introduced.

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Factors Influencing Family Functioning of Couples with Breast Cancer in the Middle Adaptation Stage: Trajectory of Chronic Illness (유방암 생존자 가족의 가족기능에 영향을 미치는 요인)

  • Yong, Jin-Sun;Seo, Im-Sun
    • Korean Journal of Adult Nursing
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    • v.21 no.6
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    • pp.666-677
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    • 2009
  • Purpose: This study was to test a theoretical model examining the relationships among social support, illness demands, marital adjustment, family coping and family functioning in couples more than three years after breast cancer diagnosis. Methods: A causal modeling methodology was used to test the specified relationships in the recursive theoretical model. A total of 60 couples with breast cancer were recruited from January to April 2005. Five standardized questionnaires were used to measure the theoretical concepts: social support (ISSB), illness demands (DOII), marital adjustment (DAS), family coping (F-COPES), and family functioning (FACESII). Results: Path analysis results from the wives and the husbands revealed different patterns. Three hypotheses were supported in the wife model as predicted: social support and family coping, family coping and family functioning, and social support and marital adjustment (trend). Five hypotheses were supported in the husband model as predicted: social support and illness demands, also social support and marital adjustment, illness demands and marital adjustment, marital adjustment and family coping, and family coping and family functioning. Conclusion: This study provides valuable information for developing various interventions with social support for improving family functioning of breast cancer couples in the middle adaption stage (more than three years after diagnosis).

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The Effect of Cold and Elevation on Skin Temperature (냉과 거상이 피부 온도에 미치는 영향)

  • Kim, Min-Kyu;Current, Marion E.;Kim, Hyo;Lee, Jung-Bae
    • Physical Therapy Korea
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    • v.3 no.1
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    • pp.48-56
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    • 1996
  • The research of cold therapy is preceding rarely nowadays. This study was researched to measure the skin temperature of the right foot malleolus when the leg change the situation precisely speaking it was cold, elevation, cold plus elevation. Twenty young healthy volunteers(M:10, F:10)with no history of cardiopulmonary disease, peripheral artery disease were tested. This study were analyzed by one-way-repeated ANOVA. In the first we examined the within changes of the skin temperature between before and after examination for each modality. The skin temperature at all of modalities had fallen. Therefore we could know the fact that elevation plus cold modality had fallen skin temperature significantly more than elevation or cold. And there were no significant difference between male and female. We conclude that elevation and cold therapy could be better effective on edema, contusion and sprain than cold or elevation therapy independently.

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AKARI-SDSS-GALEX SURVEYS: SPECTRAL ENERGY DISTRIBUTIONS OF NEARBY GALAXIES

  • Buat, V.;Yuan, F.T.;Takeuchi, T.T.;Giovannoli, E.;Heinis, S.
    • Publications of The Korean Astronomical Society
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    • v.27 no.4
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    • pp.317-320
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    • 2012
  • A sample of nearby galaxies was built from the AKARI/FIS all sky survey cross-correlated with the SDSS and GALEX surveys. The spectral energy distributions from 0.15 to 160 microns of these galaxies are analysed to study dust attenuation and star formation properties. The calibrations of the amount of dust attenuation as a function of the IR-to-UV flux ratio and the FUV-NUV colour are re-investigated: the former one is confirmed to be robust and accurate whereas the use of the FUV-NUV colour to measure dust attenuation is found highly uncertain. The current star formation rate given by the SED fitting process is compared to that directly obtained from the UV and total IR luminosities. It leads to an accurate estimate of dust heating by old stars. We emphasize the importance of such a sample as a reference for IR selected star forming galaxies in the nearby universe.

Quick Detection of Firefly Luciferase Gene Expression in Live Developing Bovine Embryos by Photoncounting

  • Nakamura, A.;Okumura, J.;Muramatsu, T.
    • Asian-Australasian Journal of Animal Sciences
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    • v.11 no.5
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    • pp.498-502
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    • 1998
  • The present study was designed, fIrst to develop the new methodology to measure the bioluminescence activity easily in live developing bovine embryos by photoncounting, and secondly to compare the expression efficiency of four luciferase reporter genes in bovine embryos at four- to 16-cell stages. In experiment 1, equimolar pSVlacZ and pSVEluc were microinjected into the pronucleus of fertilized bovine oocytes. At 2 days after micro injection, bioluminescence activity of these embryos was measured by photoncounting with a luminometer for 1 min, and lacZ gene expression in the same embryos was assayed by X-gal staining. All the luciferase-positive oocytes showed some bacterial ${\beta}$-galactosidase activity irrespective of the intensity. In experiment 2, four firefly luciferase genes (pTKEluc, pTK6WEluc, pSVEluc and pMiwluc) were introduced by micro injection, and the injected embryos were cultured for the following 2 days. Detection of the luciferase gene expression was done by photoncounting at 5 to 55 min. Over the measurement period, the luciferase activity was almost constant irrespective of the transgenes microinjected. The luciferase activity and expression efficiency at 2 days after microinjection were not significantly affected by the difference in the microinjected transgenes. The present results demonstrated that the bioluminescence activity in live developing bovine embryos could be measured quickly by photoncounting.

Identification of Superior Single Nucleotide Polymorphisms (SNP) Combinations Related to Economic Traits by Genotype Matrix Mapping (GMM) in Hanwoo (Korean Cattle)

  • Lee, Yoon-Seok;Oh, Dong-Yep;Lee, Yong-Won;Yeo, Jung-Sou;Lee, Jea-Young
    • Asian-Australasian Journal of Animal Sciences
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    • v.24 no.11
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    • pp.1504-1513
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    • 2011
  • It is important to identify genetic interactions related to human diseases or animal traits. Many linear statistical models have been reported but they did not consider genetic interactions. Genotype matrix mapping (GMM) has been developed to identify genetic interactions. This study uses the GMM method to detect superior SNP combinations of the CCDC158 gene that influences average daily gain, marbling score, cold carcass weight and longissimus muscle dorsi area traits in Hanwoo. We evaluated the statistical significance of the major SNP combinations selected by implementing the permutation test of the F-measure. The effect of g.34425+102 A>T (AA), g.8778G>A (GG) and g.4102+36T>G (GT) SNP combinations produced higher performance of average daily gain, marbling score, cold carcass weight and the longissimus muscle dorsi area traits than the effect of a single SNP. GMM is a fast and reliable method for multiple SNP analysis with potential application in marker-assisted selection. GMM may prospectively be used for genetic assessment of quantitative traits after further development.

Deep recurrent neural networks with word embeddings for Urdu named entity recognition

  • Khan, Wahab;Daud, Ali;Alotaibi, Fahd;Aljohani, Naif;Arafat, Sachi
    • ETRI Journal
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    • v.42 no.1
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    • pp.90-100
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    • 2020
  • Named entity recognition (NER) continues to be an important task in natural language processing because it is featured as a subtask and/or subproblem in information extraction and machine translation. In Urdu language processing, it is a very difficult task. This paper proposes various deep recurrent neural network (DRNN) learning models with word embedding. Experimental results demonstrate that they improve upon current state-of-the-art NER approaches for Urdu. The DRRN models evaluated include forward and bidirectional extensions of the long short-term memory and back propagation through time approaches. The proposed models consider both language-dependent features, such as part-of-speech tags, and language-independent features, such as the "context windows" of words. The effectiveness of the DRNN models with word embedding for NER in Urdu is demonstrated using three datasets. The results reveal that the proposed approach significantly outperforms previous conditional random field and artificial neural network approaches. The best f-measure values achieved on the three benchmark datasets using the proposed deep learning approaches are 81.1%, 79.94%, and 63.21%, respectively.

The Effect of P6 Acupressure for Symptom Control in Pregnant Women Having Hyperemesis Gravidarum (임심오조증 임부의 증상완화를 위한 내관지압의 효과)

  • Shin Hye Sook;Song Young A
    • Journal of Korean Academy of Nursing
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    • v.35 no.3
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    • pp.593-601
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    • 2005
  • Purpose: The purpose of this study was to determine the effects of Nei-Guan(P6) acupressure on nausea and vomiting in pregnant women having hyperemesis gravidarum. Method: The research design was a randomized control-group pretest-posttest repeated measure design with counter balancing. For the experimental treatment, P6 acupressure was carried out for ten minutes. Data was collected from April 1. 2003 to April 30. 2004. The participants were 66 patients admitted with hyperemesis gravidarum. They were divided into three groups, a P6 acupressure group, placebo point group and a control group. Result: Hyperemesis gravidarum patients who received P6 acupressure during admission experienced much less nausea and vomiting than the placebo acupressure and control group(F=8.259, p=.001). Conclusion: Nei-Guan(P6) acupressure is considered an effective intervention for reducing nausea and vomiting in pregnant women having hyperemesis gravidarum. Further more Nei-Guan(P6) acupressure maybe used as an independent nursing intervention method for pregnant women with severe nausea and vomiting.

Extensible Hierarchical Method of Detecting Interactive Actions for Video Understanding

  • Moon, Jinyoung;Jin, Junho;Kwon, Yongjin;Kang, Kyuchang;Park, Jongyoul;Park, Kyoung
    • ETRI Journal
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    • v.39 no.4
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    • pp.502-513
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    • 2017
  • For video understanding, namely analyzing who did what in a video, actions along with objects are primary elements. Most studies on actions have handled recognition problems for a well-trimmed video and focused on enhancing their classification performance. However, action detection, including localization as well as recognition, is required because, in general, actions intersect in time and space. In addition, most studies have not considered extensibility for a newly added action that has been previously trained. Therefore, proposed in this paper is an extensible hierarchical method for detecting generic actions, which combine object movements and spatial relations between two objects, and inherited actions, which are determined by the related objects through an ontology and rule based methodology. The hierarchical design of the method enables it to detect any interactive actions based on the spatial relations between two objects. The method using object information achieves an F-measure of 90.27%. Moreover, this paper describes the extensibility of the method for a new action contained in a video from a video domain that is different from the dataset used.