• Title/Summary/Keyword: Spearman

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Target Speech Segregation Using Non-parametric Correlation Feature Extraction in CASA System (CASA 시스템의 비모수적 상관 특징 추출을 이용한 목적 음성 분리)

  • Choi, Tae-Woong;Kim, Soon-Hyub
    • The Journal of the Acoustical Society of Korea
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    • v.32 no.1
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    • pp.79-85
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    • 2013
  • Feature extraction of CASA system uses time continuity and channel similarity and makes correlogram of auditory elements for the use. In case of using feature extraction with cross correlation coefficient for channel similarity, it has much computational complexity in order to display correlation quantitatively. Therefore, this paper suggests feature extraction method using non-parametric correlation coefficient in order to reduce computational complexity when extracting the feature and tests to segregate target speech by CASA system. As a result of measuring SNR (Signal to Noise Ratio) for the performance evaluation of target speech segregation, the proposed method shows a slight improvement of 0.14 dB on average over the conventional method.

Assessment of Muscle Fatigue Associated with Prolonged Standing in the Workplace

  • Halim, Isa;Omar, Abdul Rahman;Saman, Alias Mohd;Othman, Ibrahim
    • Safety and Health at Work
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    • v.3 no.1
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    • pp.31-42
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    • 2012
  • Objectives: The objectives of this study were to determine the psychological fatigue and analyze muscle activity of production workers who are performing processes jobs while standing for prolonged time periods. Methods: The psychological fatigue experienced by the workers was obtained through questionnaire surveys. Meanwhile, muscle activity has been analyzed using surface electromyography (sEMG) measurement. Lower extremities muscles include: erector spinae, tibialis anterior, and gastrocnemius were concurrently measured for more than five hours of standing. Twenty male production workers in a metal stamping company participated as subjects in this study. The subjects were required to undergo questionnaire surveys and sEMG measurement. Results: Results of the questionnaire surveys found that all subjects experienced psychological fatigue due to prolonged standing jobs. Similarly, muscle fatigue has been identified through sEMG measurement. Based on the non-parametric statistical test using the Spearman's rank order correlation, the left erector spinae obtained a moderate positive correlation and statistically significant ($r_s$ = 0.552, p < 0.05) between the results of questionnaire surveys and sEMG measurement. Conclusion: Based on this study, the authors concluded that prolonged standing was contributed to psychological fatigue and to muscle fatigue among the production workers.

Evaluation of the Midpalatal Suture Maturation in Young Koreans Using Cone-Beam Computed Tomography

  • Kim, In-Seok;Kim, Hye-Won;Choi, Young-Jun;Choi, Won-Cheul
    • Journal of Korean Dental Science
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    • v.11 no.1
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    • pp.1-4
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    • 2018
  • Purpose: The aim of this study was to evaluate the ossification and maturation of the midpalatal suture in young Koreans using cone-beam computed tomography (CBCT). Materials and Methods: The study sample consisted of 40 patients with ages from 8.2 to 23.6 years who visited the Department of Orthodontics, Chung-Ang University Dental Hospital. CBCT images were taken for diagnosis. From the CBCT image, morphological stages and Hounsfield units (HU) of midpalatal suture were obtained to evaluate the midpalatal suture maturation. Spearman's correlation coefficients were calculated to analyze relationships between chronological age, morphological stage, and HU. Result: There was a wide variation in the morphology of the midpalatal suture in each age group. It showed a modest relationship between the chronological age and the degree of morphological stages. Also there was a modest relationship between the chronological age and HU. In contrast, there was a significant relationship between morphological stages and HU of midpalatal suture (P<0.01). Conclusion: CBCT images can be used for the evaluation of midpalatal suture maturation. For the estimation of the prognosis of rapid maxillary expansion, CBCT may be reliable for the assessment of the maturation of the midpalatal suture.

Study to Develop Linkages between Nursing Diagnoses and Interventions (간호진단과 간호중재 연계를 위한 연구)

  • Lee, Eun-Joo;Choi, In-Hee
    • Korean Journal of Adult Nursing
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    • v.15 no.2
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    • pp.183-192
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    • 2003
  • Purpose: This study was performed to validate the linkage between nursing diagnoses and nursing interventions by identifying performance and importance of nursing interventions linked to five NANDA nursing diagnoses. Method: Data was collected from 153 staff and head nurses working in 4 hospitals in K city. The results were analyzed using mean, SD and spearman correlation for ranking correlation. Result: The most importantly considered interventions were Medication Administration (IV) for pain, Pain Management for Constipation, Intravenous (IV) Insertion for Diarrhea, treatment, Vital Sign Monitoring for Hyperthermia, and Vital Sign Monitoring for Infection risk. The most frequently performed interventions was Medication Administration (IV) for Pain, Fluid Management for Constipation, Intravenous (IV) Insertion for Diarrhea, Vital Sign Monitoring for Hyperthermia, and Vital Sign Monitoring for Infection: Risk for. The rank correlations between importance and performance were highest in Diarrhea and lowest in Constipation. Conclusion: The above findings can be used to develop a nursing information system which can be used to facilitate documenting the nursing process, and a nursing information system developed by this research process will ultimately contribute to identifying nurses contribution to patient health.

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A Deep Learning-based Streetscapes Safety Score Prediction Model using Environmental Context from Big Data (빅데이터로부터 추출된 주변 환경 컨텍스트를 반영한 딥러닝 기반 거리 안전도 점수 예측 모델)

  • Lee, Gi-In;Kang, Hang-Bong
    • Journal of Korea Multimedia Society
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    • v.20 no.8
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    • pp.1282-1290
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    • 2017
  • Since the mitigation of fear of crime significantly enhances the consumptions in a city, studies focusing on urban safety analysis have received much attention as means of revitalizing the local economy. In addition, with the development of computer vision and machine learning technologies, efficient and automated analysis methods have been developed. Previous studies have used global features to predict the safety of cities, yet this method has limited ability in accurately predicting abstract information such as safety assessments. Therefore we used a Convolutional Context Neural Network (CCNN) that considered "context" as a decision criterion to accurately predict safety of cities. CCNN model is constructed by combining a stacked auto encoder with a fully connected network to find the context and use it in the CNN model to predict the score. We analyzed the RMSE and correlation of SVR, Alexnet, and Sharing models to compare with the performance of CCNN model. Our results indicate that our model has much better RMSE and Pearson/Spearman correlation coefficient.

Comparative Study of Youth Health Risk Behaviors by Region: Focused on Metropolitan Areas, Medium Sized and Small City Areas, and Rural Areas (지역별 청소년 건강위험행위 비교 - 대도시, 중소도시, 군 지역을 중심으로 -)

  • Park, Eun-Ok
    • Journal of Korean Academy of Nursing
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    • v.40 no.1
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    • pp.14-23
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    • 2010
  • Purpose: This study was done to compare health risk behavior prevalence for youth living in metropolitan, medium sized and small cities or rural area, in order to enhance understanding regional differences. Methods: For this study, data from the 2006 Youth Health Risk Behavior Online Survey collected by the Korean Center for Disease Control were analyzed using SPSS. Results: In the metropolitan areas, prevalence for disease and perceived obesity were higher than in other areas. Lack of intense or moderate physical activity, obesity, fast food intake, and insufficient sleep showed higher prevalence than in rural areas. Prevalence of lifetime smoking, lifetime alcohol consumption, present alcohol use, fruit intake less than once a day, and not wearing a seat belt were higher in rural areas than in urban areas. Gender, smoking, and alcohol use were correlated. Spearman correlation between living with parent and skipping breakfast were significant. Smoking, alcohol use, and sexual behavior were correlated. Conclusion: As significant differences in prevalence of youth health risk behaviors exist between regional areas, health education and health promotion programs considering these differences have to be developed and implemented for adolescents. Programs for prevention of smoking and alcohol use, programs for improvement of fruit intake and safety are suggested for adolescents in rural areas, whereas programs to enhance physical activity and obesity management are suggested for adolescents in metropolitan areas.

A Study on Customer's Satisfaction and Intention in Multiplex Theater (멀티플렉스영화관에서의 고객만족과 고객의도에 관한 연구)

  • Chang Kyung;Ko Hyun-Min
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.28 no.2
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    • pp.1-7
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    • 2005
  • Today, it can not be denied that customer's satisfaction is one of the most important key factors for business success. This paper studies relationships between customer's satisfaction and intention in multiplex, where customer satisfaction means several kinds of the satisfaction of both facility and personnels inside and outside multiplex while the intention means that customer has the intention that he/she will revisit, inform by word of mouth, and stay at multiplex in the future. The number of subjects In this study is 346 persons stayed at four multiplexes, among which we obtained valid responses from 326 persons through questionnaire investigation. We held hypotheses for the relationships, and for the testing, used methods are Spearman's correlation, Mann-Whitney test, etc, and for statistical analysis, SPSS 10.1 software was used. Thus, we found statistically significant results. The relation between customer's satisfaction and his/her favorable intention is positive. With the information given in this paper we can notice which kind of satisfaction is highly related to each intention of customer, so that multiplex can be operated more effectively toward high revenue.

The Effect of Bee-venom Acupuncture on Neck Pain (경항통(頸項痛)에 봉약침요법(蜂藥針療法)이 미치는 영향(影響))

  • Kwon, Soon-jung;Song, Ho-sueb
    • Journal of Acupuncture Research
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    • v.21 no.4
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    • pp.75-84
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    • 2004
  • Objective: To evaluate the treatment effect of Bee-venom Acupuncture on Neck Pain, which is well known for anti-inflammatory effect and function of activating immune system. Methods : We investigated 22 cases of patients with Neck Pain induced by soft tissue injury. One group was treated by Bee-venom Acupuncture therapy (Bee-venom Acupuncture Group :BA), the other group was treated by General Acupuncture therapy (None Bee-venom Acupuncture Group :GA). We evaluated the treatment effect of each group by few statistical analysis such as frequency analysis, Mann Whitney U test and spearman correlation analysis. Results : 1. In the age distribution of both groups, we found the highest frequency at the interval 35 to 45 years old. And in the number of medical treatment, Both groups show the highest frequency at the interval of less than four times. 2. BA was significantly decreased in VAS and clinical grade compared with GA. 3. We found significant correlation between period and number of treatment. So did we between VAS and clinical grade. Conclusion : As a result of thorough investigation, we could come to a conclusion that Bee-venom Acupuncture Group might have a notable effect on VAS and clinic grade.

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The Effects of Walking Exercise on Blood Glucose Level and Motivation of Exercise in the Diabetes Mellitus Patients (보행운동이 당뇨환자의 혈당 및 운동에 대한 동기에 미치는 효과)

  • Lee Young Ran;Kang Mee Aei;Moon Jeung Sook;Kim Mi Kyung
    • Journal of Korean Public Health Nursing
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    • v.15 no.1
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    • pp.172-181
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    • 2001
  • This study was performed to explore the effects of walking exercise on blood glucose level in the diabetes mellitus patients. The design of this study was a equivalent pre-post test experiment. The subjects consisted of eighteen diabetes mellitus patients. The walking exercise consists of 22.5minutes, speed of 120walking per minute. Data were analyzed with mean, standard deviation, Wilcoxon signed rank test, Spearman correlation and percentage using SAS program. The results were as follows. 1. The blood glucose level has significantly decreased after walking exercise. 2. Strength of exercise and change of blood glucose level was revealed correlation. 3. Age and strength of exercise was revealed high correlation. 4. Satisfaction after walking exercise was revealed all patients. In conclusion, the walking exercise can decrease blood glucose level. This exercise was show a positive effect on the exercise compliance.

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The Influence of Subjective Health Status, Post-Traumatic Growth, and Social Support on Successful Aging in Middle-Aged Women (중년여성의 주관적 건강상태, 외상 후 성장, 사회적 지지가 성공적 노화에 미치는 영향)

  • Lee, Seung Hee;Jang, Hyung Suk;Yang, Young Hee
    • Journal of Korean Academy of Nursing
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    • v.46 no.5
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    • pp.744-752
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    • 2016
  • Purpose: This study was done to investigate factors influencing successful aging in middle-aged women. Methods: A convenience sample of 103 middle-aged women was selected from the community. Data were collected using a structured questionnaire and analyzed using descriptive statistics, two-sample t-test, one-way ANOVA, Kruskal Wallis test, Pearson correlations, Spearman correlations and multiple regression analysis with the SPSS/WIN 22.0 program. Results: Results of regression analysis showed that significant factors influencing successful aging were post-traumatic growth and social support. This regression model explained 48% of the variance in successful aging. Conclusion: Findings show that the concept 'post-traumatic growth' is an important factor influencing successful aging in middle-aged women. In addition, social support from friends/co-workers had greater influence on successful aging than social support from family. Thus, we need to consider the positive impact of post-traumatic growth and increase the chances of social participation in a successful aging program for middle-aged women.