• Title/Summary/Keyword: correlation application

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A Study on Intelligent Technique for Correlation Application of Overcurrent and Leakage Current Signals in the Indoor Wiring (옥내배선에서 과전류와 누전 신호의 상관관계 적용을 위한 지능형 기법 연구)

  • Kim, Doo-Hyun;Kim, Eun-Jin;Kim, Sung-Chul
    • Journal of the Korean Society of Safety
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    • v.30 no.4
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    • pp.14-19
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    • 2015
  • The purpose of this paper is to study the correlation application that electrical fire causes occurs for overcurrent and leakage current signals in the indoor wiring. In the order to purpose, the causes data of overcurrent, or leakage current of electrical fire are drawn out referring to past studies, consulting with experts and experimental data. The correlation application was then applied with fuzzy logic of intelligent technique. To check the reliability and performance of the correlation application, modified center of area(CoA) was adopted to calculate the possibility that electrical fire occurs, whose value was then compared to the results. The chance of electrical fire calculated is higher when two causes of fire are put into the CoA of the correlation application of this paper than that of when each cause is separately put into the CoA. The correlation application developed in this study enables better analysis on possible electrical fire due to overcurrent, or leakage current and provides managers with the possibility of electrical fire so that they can better manage at a time of overcurrent, or leakage current.

Correlation between Application Rates for Specialized Majors and Physician Income and Non-Benefit Percentage (전문과별 전공의 지원율과 의사소득, 비급여율 간의 상관관계)

  • Young-kyoon Na;Eunyoung Chung
    • Korea Journal of Hospital Management
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    • v.29 no.1
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    • pp.56-63
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    • 2024
  • Purposes: This study aims to analyze the correlation with the current status of the medical resident application rate, physician's income, and non-benefit rates of majors in each specialty subject and to suggest implications. Methodology: First, it analyzes the correlation between the medical resident application rate by specialty subject and the income of physicians. Second, it analyzes the correlation between the income of specialists and the non-benefit rate for each specialty subject at the clinic level. Findings: First, a significant positive correlation was found between the medical resident application rate and the average physician's income for each specialty subject (r=.718, p<.01). Second, a significant positive correlation was observed between physician income at the practitioner level by medical specialty and the non-benefit rate (r=.726, p<.01). Practical Implications: In this study, the correlation between medical resident application rate by specialty subject and physician's income, non-payment and physician's income was confirmed. Choosing a department that is less risky and can earn higher income is a natural phenomenon, but it is necessary to adjust the physicians crowding phenomenon to a specific specialty subject at the government level to maintain the medical system.

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Face Recognition using Correlation Filters and Support Vector Machine in Machine Learning Approach

  • Long, Hoang;Kwon, Oh-Heum;Lee, Suk-Hwan;Kwon, Ki-Ryong
    • Journal of Korea Multimedia Society
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    • v.24 no.4
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    • pp.528-537
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    • 2021
  • Face recognition has gained significant notice because of its application in many businesses: security, healthcare, and marketing. In this paper, we will present the recognition method using the combination of correlation filters (CF) and Support Vector Machine (SVM). Firstly, we evaluate the performance and compared four different correlation filters: minimum average correlation energy (MACE), maximum average correlation height (MACH), unconstrained minimum average correlation energy (UMACE), and optimal-tradeoff (OT). Secondly, we propose the machine learning approach by using the OT correlation filter for features extraction and SVM for classification. The numerical results on National Cheng Kung University (NCKU) and Pointing'04 face database show that the proposed method OT-SVM gets higher accuracy in face recognition compared to other machine learning methods. Our approach doesn't require graphics card to train the image. As a result, it could run well on a low hardware system like an embedded system.

Some Study on Time Dependent Correlation Function and Its Applications (Time Dependent Correlation Function과 그의 응용에 관한 연구)

  • 안수길
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.10 no.6
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    • pp.25-44
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    • 1973
  • The please relation between motive force and result is reviewed in view point of the correlation function as well as the redundancy in a continuous signal which permits the sampled treatment. A new correlation function (to be named Time Dependent Correlation Function) which is a functon of time, is defined in order to indicate the variation of the correlation between two signals. As application a phase looked loop is analysed which shows the increase of correlation between input signal and output signal of the loop after the application of the input signal. Finally again the T.D.Correlation Function method is used to show how the polyphase envelope detection-method is justifiable by this method.

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The Qualifications for the Application of the Rainfall Spatial Distribution Analysis Technique (강우량 공간분포 분석기법의 적용조건에 관한 연구)

  • Hwang Sye-Woon;Park Seung-Woo;Cho Young-Kyoung
    • Proceedings of the Korea Water Resources Association Conference
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    • 2005.05b
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    • pp.943-947
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    • 2005
  • This study was intended to interpose an objection about the analysis of rainfall spatial distribution without a proper standard, and offer the improved approach using 1,he geostatistical analysis method to analyze it. For this, spatially distributed daily rainfall data sets were collected for 41 weather stations in study area, and variogram and correlation analysis were conducted. In the results of correlation analysis, it was found that the longer distance between the stations reduces the correlation of the rainfall data, and maltes the characteristics of the rainfall spatial distribution. The variogram analysis shows that correlation range was less than 50 km for the 17 daily rainfall data sets of total 91 sets. It says that it involves some rike, to determine the application method for rainfall spatial distribution without some qualifications, hence the Application standards of the Rainfall Spatial Distribution Analysis Technique, were essential and that was contingent on characteristics of rainfall and landscape.

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A Study of Performance Improvement of Internet Application Traffic Identification using Flow Correlation (플로우 상관관계를 통한 인터넷 응용 트래픽 분석의 성능 향상에 관한 연구)

  • Yoon, Sung-Ho;Kim, Myung-Sup
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.36 no.6B
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    • pp.600-607
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    • 2011
  • As network traffic is dramatically increasing due to the popularization of Internet, the need for application traffic identification becomes important for the effective use of network resources. In this paper, we present an Internet application traffic identification method based on flow correlation to overcome limitation of signature-based identification methods and to improve performance (completeness) of it. The proposed method can identify unidentified flows from signature-based method using flow correlation between identified and unidentified flows. We propose four separate correlation methods such as Server-Client, Time, Host-Host, and Statistic correlation and describe a flow correlation-based identification system architecture which incorporates the four separate methods. Also we prove the feasibility and applicability of our proposed method by an acceptable experimental result.

Application of the Correlation Technique to Electromagnetic Ultrasonic Nondestructive Evaluation: Theoretical Study and Computer Simulation

  • Zhao, Xin;Wang, Jin-Peng;Tao, Xue-Heng
    • Journal of Korea Multimedia Society
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    • v.9 no.12
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    • pp.1628-1635
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    • 2006
  • A new frequency-modulated m-sequence correlation technique was described. It has. been seen that the frequency modulation scheme leads to higher signal-to-noise ratio than direct sequencing and less hardware effort than PSK modulation scheme. The operating frequency of the correlation system was deduced. The optimal frequency for the frequency-modulated m-sequence correlation system should be 1.35 times of the center frequency of the transducer. The application of this correlation technique to electromagnetic ultrasonic system was computer-simulated.

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Comparison of oral health index between adequate and inadequate dental care following preventive scaling (치과치료 미충족군과 충족군의 예방적 스케일링 적용에 따른 구강건강지수 비교)

  • Kim, Yu-Rin
    • Journal of Korean society of Dental Hygiene
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    • v.16 no.5
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    • pp.661-667
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    • 2016
  • Objectives: The objective of the study was to investigate oral health index between adequate and inadequate dental care following preventive scaling in regular dental check-up and management. Methods: The subjects in Busan were assigned to two groups including inadequate dental care (140 patients) and adequate dental care (88 patients) after preventive scaling from January 2014 to June 2015. The study instruments included oral health knowledge, awareness, practice, and community periodontal index of treatment needs (CPITN). Results: CPITN was significantly different between the two groups (p<0.05). Positive correlations were found in oral heath knowledge and awareness (r=0.462, p<0.05) before application of preventive scaling. There was a close correlation in oral health awareness and practice (r=0.205, p<0.05) before application of preventive scaling. After application of preventive scaling, oral health knowledge and awareness showed positive correlation (r=0.643, p<0.05). After application of preventive scaling, there was also a close correlation between oral health knowledge and practice (r=0.453, p<0.05). Oral health awareness and practice (r=0.512, p<0.05) showed positive correlation after the application of preventive scaling. However, oral health practice and CPITN (r=-0.189, p<0.05) showed a negative correlation. Conclusions: Practice made periodontal condition improve. To promote oral health practice in the group without adequate dental care, it is necessary to pay attention to adequate dental care and preventive scaling through education by dental hygienists.

An Analysis Study on Correlation Between Academic Background and Information Culture Index (학력과 정보문화지수와의 상관관계 분석연구)

  • Bae, Ye-sun;Jun, Woo-chun
    • Journal of Internet Computing and Services
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    • v.17 no.4
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    • pp.127-133
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    • 2016
  • In the present knowledge and information society, every citizen can enjoy benefits of various advanced technologies such as information and communication technology(ICT) and smart technology. Nowadays everybody has to have some level of information literacy and application ability in order to enjoy benefits from various advanced technologies. In additions, knowledge and practice will about information and communication ethics are also required for all. Currently we need some kind of standards to evaluate and model everybody's information literacy and application capability. In this sense, information culture index has been developed to check information literacy and application capability of every citizen for various aspects of daily life. Information culture index consists of three standards, that is, application, awareness, and norm, respectively. Application standard indicates how information contents and skills are generalized for all. In other words, it is concerned with how every citizen can understand information literacy and use information skills in his or her daily life. Awareness standard is concerned with how well everyone can respect and trust others in the current information culture community. Norm standard is concerned with how everyone can use information communication services according to his or her desirable sense of information and communication ethics. The purpose of this paper is to analyze correlation between academic background and three standards of information culture index, that is, application, awareness, and norm. For this purpose, we use 2-year national survey works for information culture. After thorough statistical analysis, we can conclude that, awareness and norm standards do not show a meaningful correlation with academic background while application standard shows a meaningful correlation with academic background, It means that, the higher academic background one has, the higher application standard one can achieve. We expect that our correlation analysis results can be helpful to spread of information education and information culture in the future.

A Study on Interest and Application Ability in Meal Management of the middle School Students (남.녀 중학생의 식생활관리 단원에 대한 관심도 및 실행 능력)

  • Lee, Gwang-Hee;Im, Yang-Soon
    • Korean Journal of Human Ecology
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    • v.9 no.3
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    • pp.383-394
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    • 2000
  • The purpose of this study was to investigate the degree of interest and application ability in meal management chapters of the middle school students, and to provide basic informations for the improvements of Home Economics curriculum and teaching projects. The subjects were 555 middle school students(275 males, 280 females) in Chunchon area, Kangwon-do. Research data were collected by means of the questionnaire and statistically analyzed by frequency, percentage, standard deviation, t-test, F-test and correlation analysis using SPSS/win. The results of this study were summarized as follows: There were significant differences in the degree of interest and application ability according to gender, school years, home economics scholastic achievements, and father's role in preparing meal. The degree of interest and application ability was significantly higher in female than male. First grade students showed more interest and higher application ability than the third year. In general, the higher home economics scholastic achievement was, the higher the degree of interest and application ability was. The more father's role was in preparing meal, the higher student's degree of interest and application ability was. There was significant correlation between the degree of interest and the degree of application ability.(r=0.853, p< .001)

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