• 제목/요약/키워드: self-scaling

검색결과 194건 처리시간 0.025초

Look-up table based self organizing fuzzy control

  • Choi, Han-Soo;Jeong, Heon;Kim, Young-Dong
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1995년도 Proceedings of the Korea Automation Control Conference, 10th (KACC); Seoul, Korea; 23-25 Oct. 1995
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    • pp.127-130
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    • 1995
  • Fuzzy controllers have proven to be powerful in controlling dynamic processes where mathematical models are unknown or intractable and ill-defined. The way of improving the performance of a fuzzy controller is based on making up rules, constructing membership functions, selecting a defuzzification method and adjusting input-output scaling factors. But there are many difficulties in tuning those to optimize a fuzzy controller. So, in this paper, we propose the look-up table based self-orgenizing fuzzy controller (LSOFC) which optimizes look-up values resulting from the above fuzzy processes. We use the plus-minus tuning method(PMTM), scanning the value through the processes of addition and subtraction. Simulation results demonstrate that the performance of LSOFC is far better than that of a non-tuning fuzzy controller.

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프랙탈 개념에 기초한 조형원리와 표현특성 - 회화와 공간조형을 중심으로 - (The Design Principles and Expressive Characteristics Based on Fractal Concepts - Focused on Painting and Space Design -)

  • 김주미
    • 한국실내디자인학회논문집
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    • 제37호
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    • pp.12-20
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    • 2003
  • The purpose of this study is to propose a new design principles and to analyze the pattern of art and architecture applying fractal concepts. As this study is based on fractal geometry as a natural science, 1 intented to explain the concepts and provide some methods of generating fractal properties. Two major aspects are discussed. Frist, fractals are geometric shapes that are self-similar, in other words, they iterate a basic shape at ever increasing a decreasing dimensions. Self-similarity, irregularity, and scaling are fundamental characteristics of fractal geometry. Second, the fractal concepts of art and design can be analyzed and used as a critical tool. In both criticism and design, fractals provides a tool In fine, fractal geometry can be provided endless possibilities for artists and designers intended in expressing the more complex underlying rhythms and organic patterns of nature.

Scaling Up Face Masks Classification Using a Deep Neural Network and Classical Method Inspired Hybrid Technique

  • Kumar, Akhil;Kalia, Arvind;Verma, Kinshuk;Sharma, Akashdeep;Kaushal, Manisha;Kalia, Aayushi
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제16권11호
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    • pp.3658-3679
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    • 2022
  • Classification of persons wearing and not wearing face masks in images has emerged as a new computer vision problem during the COVID-19 pandemic. In order to address this problem and scale up the research in this domain, in this paper a hybrid technique by employing ResNet-101 and multi-layer perceptron (MLP) classifier has been proposed. The proposed technique is tested and validated on a self-created face masks classification dataset and a standard dataset. On self-created dataset, the proposed technique achieved a classification accuracy of 97.3%. To embrace the proposed technique, six other state-of-the-art CNN feature extractors with six other classical machine learning classifiers have been tested and compared with the proposed technique. The proposed technique achieved better classification accuracy and 1-6% higher precision, recall, and F1 score as compared to other tested deep feature extractors and machine learning classifiers.

Research on Oral Health Knowledge and Oral Health Behavior of Chinese Domestic Students

  • Chung, Kyung-Yi
    • 한국컴퓨터정보학회논문지
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    • 제27권11호
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    • pp.173-179
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    • 2022
  • 본 연구는 중국인 국내 유학생의 구강보건지식과 구강보건행태에 대해 알아보고, 구강보건지식과 스켈링 경험에 영향을 미치는 요인을 파악하여 중국인 국내 유학생들을 대상으로 시행할 수 있는 구강보건교육 프로그램 개발에 기초자료를 제공하고자 시행되었다. 2022년 3월부터 5월까지 G지역에 위치한 대학교에 재학 중인 194명을 대상으로 자기기입식 설문조사를 실시하였다. 구강보건지식의 전체 평균은 24점 만점 중 13.83점이었으며, 치주질환과 스켈링 관련 지식 3.75점, 구강위생용품 사용 지식 1.38점으로 나타났다. 구강보건행태에 따른 구강보건지식을 분석한 결과, 최근 1년간 스켈링 경험이 있는 경우, 일회 칫솔질 시간이 3분 이상인 경우, 구강위생용품을 사용한 경우, 구강보건교육 경험이 있는 경우 구강보건지식이 유의하게 높게 나타났다. 구강보건지식에 가장 영향을 미치는 요인은 구강보건교육 경험(β=0.183)이었으며, 스켈링 경험에 가장 영향력을 미치는 요인은 구강보건지식(OR=1.132, p=0.028)으로 나타났다. 따라서 중국인 국내 유학생의 구강보건지식과 행태를 변화시키기 위해서는 유학생들이 이해하기 쉽게 제작된 중국어 구강교육자료 제작과 구강건강관리의 중요성에 대한 교육 확대가 요구되었고, 외국인 유학생을 위한 구강건강증진 프로그램 운영의 적극적인 도입이 필요할 것으로 사료된다.

중소기업 남성근로자의 건강행태와 구강건강상태의 관련성 (The Relationship between Health Behaviors and Oral Health Status of Male Workers in small and medium industry)

  • 안인술;박승위;이경수;장은진
    • 대한치과기공학회지
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    • 제34권1호
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    • pp.25-36
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    • 2012
  • Purpose: The purpose of this study is to investigate the status of oral health behaviors and oral health status, and to analysis the association between health behavior and chronic disease and oral health status of male workers. Methods: The survey used structured self administered questionnaires from September to October in 2009 in Daegu and Gyeongsangbuk-do province, randomize thirty workplace which work more than 50 workers and carry out a survey targeting 30 to 50 age male laborers who work selected workplace. Total of 1,532 replies were analysed. Results: Age, education, monthly income, job was significantly associated with number of toothbrushing, scaling experience, number of missing teeth. Smoking, amount of smoking, frequency of drinking, number of tooth brushing, unmet need and subjective oral health condition, HBP and DM was significantly associated with the number of missing teeth. In logistic regression, age(above 40), monthly income and DM were significant factors on loss of teeth. Conclusion: In conclusion, it is important to provide education on the teeth-brushing and DM management to workers engaged in a small or medium sized workplace with many tooth loss and low educational status, and to recommend a regular scaling as well as to establish policy for creating conditions upon an oral health check-up and a tooth scaling and allow the maintenance of an oral health.

다차원척도법을 이용한 중학교 보건교육 교과영역 구축 및 속성 분석 (Health Education Curriculum Constructs and Dimensional Properties for Korean Middle School Students in Multidimensional Scaling Analysis)

  • 박경옥
    • 한국학교ㆍ지역보건교육학회지
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    • 제7권
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    • pp.1-17
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    • 2006
  • Background: School is a primary health education setting for adolescents and the continuous support should be provided to renew school health education curriculum correspondent to cultural changes in Korean society. Objectives: This study was conducted to identify the principals and teachers' health education needs for their students and to analyze their conceptual map for health education curriculum at school. Methods: The sample size of the preliminary study was 321 of the teachers in elementary, middle, and high school, and that of the main study was 355 middle school principals and teachers over the country. The self-administered mailing survey was conducted to collect the available health education topics in the preliminary study, to identify the factor structure of the health education topics and to analyze the conceptual properties on health education with exploratory factor analysis and multidimensional scaling analysis in SPSS 12.0. Results: A total of 21 health education topics were collected from the preliminary survey and 31 topics were, comprehensively, generated for the main survey. In exploratory factor analysis, seven factors were generated in 1.0 or greater Eigen value standard. The seven factors were 'life health promotion,' 'disease prevention and drug control,' 'bulling and aggression prevention,' 'injury and sexual harassment prevention,' human-efficacy and regulation,' 'health protection for adolescence,' and 'alcohol and tobacco control.' The educational need scores were the highest in 'human-efficacy and regulation' and 'injury and sexual harassment prevention.' The two-dimensional cooperates were generated for the 31 health education topics and the two dimensional properties which divided the conceptual space were 'health-safety' for one and 'public/environmental-individual/personal' for the other. That is, middle school principals and teachers primarily, understand the health education curriculum in the sense of 'health vs. safety' and 'public/environmental vs individual/personal.' Conclusions: Health education curriculum and textbook should be developed based on teachers' needs and conditions for health education in school fields. The field-based health education programs or textbook would make more possible problem-solving health education for youth in real school fields.

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PRECEDE 모형을 적용한 치과위생사의 근골격계 통증 심각도 관련 요인 (The related factors of severity of musculo-skeletal pain in the dental hygienists based on PRECEDE model)

  • 문애은;박종
    • 한국치위생학회지
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    • 제15권4호
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    • pp.649-659
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    • 2015
  • Objectives: The purpose of the study is to investigate the musculo-skeletal pain prevalence and severity in the dental hygienists based on PRECEDE model. Methods: A self-reported questionnaire was completed by 483 dental hygienists in Gwangju from September 13 to October 12, 2013. Data were analyzed by frequency analysis, chi-square test, t-test, and multiple logistic regression analysis using SPSS 18.0 program. Musculo-skeletal pain severity was classified from 1 to 5 by PRECEDE model. The questionnaire consisted of six questions of the general characteristics of the subjects, one question of musculo-skeletal pain prevalence, one question of body part musculo-skeletal pain prevalence, one question of subjective health status, three questions of activities of daily living, six questions of working environment, one question of musculoskeletal system diseases knowledge, two questions of social support, two questions of education experience and data use method, and five questions of necessity of health education. Results: The prevalence rate of musculo-skeletal pain within a year was 83.9% and 22.8% of the dental hygienists complained of severe pain. The odds ratio of moderate pain severity was 1.99(95% CI, 1.10-3.60) and the odds ratio of unhealthiness was 3.27 (95% CI, 1.35-7.94). The odds ratio of pain severity in those working for 4-6 years was 0.21(95% CI, 0.08-0.57). The odds ratio of pain severity in those practicing 6-10 scaling cases per day was 0.33(95% CI, 0.17-0.65). The odds ratio of pain severity in wrist turning and bending was 3.56(95% CI, 1.19-10.62). Conclusions: The muscolu-skeletal pain severity in the dental hygienists was closely associated with subjective health condition, work duration, the number of scaling practice activity, and a treatment posture. Regular physical checkup for the dental hygienists will improve the musculo-skeletal pain due to scaling practice.

강화된 스케일링 정밀도와 자체 파라미터 계산 기능을 가진 실시간 이미지 크기 조절기 (A Real time Image Resizer with Enhanced Scaling Precision and Self Parameter Calculation)

  • 김기현;류광기
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2012년도 추계학술대회
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    • pp.99-102
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    • 2012
  • 이미지 크기 조절기는 영상을 화면에 표시하기 위한 디스플레이 장치나 원하는 크기의 영상을 처리할 필요가 있는 영상처리블록 등에서 사용하게 되는 IP이다. 제안한 이미지 크기 조절기는 기존의 이미지 크기 조절기에서 사용하는 프레임 메모리가 아닌 라인 메모리를 사용하고 기본 유닛에 대한 기존 연산 과정에 $2^m$배를 확대해주고 다시 시프트하여 $2^m$배를 축소시키는 방법을 추가함으로써, 하드웨어 구현이 용이하고 적은 자원을 소모하며 뛰어난 정밀도를 가진 이미지 크기 조절기를 보인다. 또한 기존의 이미지 크기 조절기들과 다르게 크기 조절을 위한 내부 파라미터를 자동으로 자체 계산하는 직렬 제산기를 내장하여 IP의 효율성을 증가시켰다. 본 논문에서는 이미지 크기 조절기를 Verilog HDL로 설계하였고 검증을 하기 위하여 이미지 센서와 LCD를 이용하는 어플리케이션 IC에 적용되어 Xilinx Vertex-4 XC4LX80 FPGA로 기능 및 타이밍 검증을 마쳤다. 또한 TSMC 0.18um 공정을 이용하여 ASIC으로도 구현하였다.

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Novel Wavelet-Fuzzy Based Indirect Field Oriented Control of Induction Motor Drives

  • Febin Daya, J.L.;Subbiah, V.;Atif, Iqbal;Sanjeevikumar, Padmanaban
    • Journal of Power Electronics
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    • 제13권4호
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    • pp.656-668
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    • 2013
  • This paper presents a wavelet-fuzzy based controller for indirect field oriented control of three-phase induction motor drives. The discrete wavelet transform is used to decompose the error between the actual speed and the command speed of the induction motor drive into different frequency components. The transformed error coefficients along with the scaling gains are used for generating the control component of the motor. Self-tuning fuzzy logic is used for online tuning of the scaling gains of the controller. The proposed controller has the ability to meet the speed tracking requirements in the closed loop system. The complete indirect field oriented control scheme incorporating the proposed wavelet-fuzzy based controller is investigated theoretically and simulated under various dynamic operating conditions. The simulation results are compared with a conventional proportional integral controller and a fuzzy based controller. The speed control scheme incorporating the proposed controller is implemented in real time using a digital processor control board. Simulation and experimental results validate the effectiveness of the proposed controller.

유행관여에 따른 여성기성복 상표이미지 포지셔닝 연구 -20대 직장여성을 중심으로- (A Study on Brand Image Positioning for Ladies' Ready-to wear According to Fashion Involvement - As Object of working women)

  • 박혜원;임숙자
    • 한국의류학회지
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    • 제16권4호
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    • pp.393-403
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    • 1992
  • This Study intended to provide positioning strategies of brand Image for ladies' ready to wear by analysing the perceptual dimensions of working women. The subjects were devided into two groups according to the fashion involvement, and in each group, a positioning map was composed by use of multidimensional scaling. 251 subjects of this study were gathered into stratified sample groups from working women in Seoul, being subdivided according to their each occupation and age. The data were analysed by frequency, percentage, average, $x^{2}-test$, 1-test, Factor Analysis, cronbach's $\alpha$. Also, KYST, PROFIT, PREFMAP for multidimensional scaling were used. The results were as follows. 1. Two groups were identified according to degree of fashion involvement: high-involvement group, and low-involvement group. 2. From the analysis of the similarity of brand image, high involvement group percieved greater difference in brand image than low involvement group. 3. From the analysis of the evaluation of brand attributes, the evaluations in self expression, fashionability, design, sales promotion activity, sociality, quality, fit showed differences bet-ween high involvement group and low involvement group. 4. From the analysis of the preference of brand image, the distribution of preference and ideal point were different between high involvement group and low involvement group.

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