• 제목/요약/키워드: variable group

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비선형 공정을 위한 최적 다항식 뉴럴네트워크에 관한 연구 (A Study on Optimal Polynomial Neural Network for Nonlinear Process)

  • 김완수;오성권;김현기
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2005년도 학술대회 논문집 정보 및 제어부문
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    • pp.149-151
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    • 2005
  • In this paper, we propose the Optimal Polynomial Neural Networks(PNN) for nonlinear process. The PNN is based on Group Method of Data Handling(GMDH) method and its structure is similar to feedforward Neural Networks. But the structure of PNN is not fixed like in conventional Neural Networks and can be generated. The each node of PNN structure uses several types of high-order polynomial such as linear, quadratic and modified quadratic, and is connected as various kinds of multi-variable inputs. The conventional PNN depends on experience of a designer that select No. of input variable, input variable and polynomial type. Therefore it is very difficult a organizing of optimized network. The proposed algorithm identified and selected No. of input variable, input variable and polynomial type by using Genetic Algorithms(GAs). In the sequel the proposed model shows not only superior results to the existing models, but also pliability in organizing of optimal network. Medical Imaging System(MIS) data is simulated in order to confirm the efficiency and feasibility of the proposed approach in this paper.

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MMPP,M/G/1 retrial queue with two classes of customers

  • Han, Dong-Hwan;Lee, Yong-Wan
    • 대한수학회논문집
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    • 제11권2호
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    • pp.481-493
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    • 1996
  • We consider a retrial queue with two classes of customers where arrivals of class 1(resp. class 2) customers are MMPP and Poisson process, respectively. In the case taht arriving customers are blocked due to the channel being busy, the class 1 customers are queued in priority group and are served as soon as the channel is free, whereas the class 2 customers enter the retrial group in order to try service again after a random amount of time. We consider the following retrial rate control policy, which reduces their retrial rate as more customers join the retrial group; their retrial times are inversely proportional to the number of customers in the retrial group. We find the joint generating function of the numbers of custormers in the two groups by the supplementary variable method.

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아동의 정서지능에 관련된 생태학적 변인 연구 (Ecological Variables on Children's Emotional Intelligence)

  • 장미선;문혁준
    • 대한가정학회지
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    • 제44권4호
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    • pp.11-21
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    • 2006
  • The purpose of this study was to identify the ecological variables related with children's emotional intelligence, examine their recognition of all the variables affecting their emotional intelligence and classify the variables into the categories of children (gender, grade, self-efficacy), home environment (employed mother or unemployed mother, communication between parents and child, type of family composition, number of siblings), and peer group environment (peer group). The study subjects were 680 elementary school students. Data were analyzed via t-test, F-test, correlation, and multiple regression. The results of this study were as follows. First, emotional intelligence showed significant difference and relationship among the children variables, home environment variables, and peer group environment variable. (Ed- also note the absence of 'fourth' above) Second, emotional intelligence in children was relatively reviewed by the above three variables and the most affecting variable was self-efficacy in children.

소의 반추행동에 있어서 저작속도와 괴움질 식괴당 저작횟수의 개체차 (Individual Differences of the Chewing Speed and Chews per Bolus in Rumination Behaviour of Cattle)

  • 전병태
    • 한국초지조사료학회지
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    • 제9권3호
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    • pp.158-162
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    • 1989
  • This experiment was conducted to evaluate individual difference of chewing speed and chews per bolus duing the rumination using twenty three heads of grazing cattle and thirty six heads of barn feeding cattle. Rumination behaviour was measured and recorded by the masster EMC telemeter and visual observation. The chewing speed (chews/lOOsec) was significantly different individually (C.V. 13.0-14.5 %) among the variable aged group (1-60 months), but that of same aged group showed lower difference (C.V. 4.5 %). The chews per bolus showed even larger individually difference than the chewing speed, so the variable aged group (1-60 months) resulted the 15.5-16.2 %of C.V.and the same aged group showed the 9.5 % of C.V. Under 12 month aged cattle showed more rapid chewing speed than older aged cattle. The chewing speed changed with the growth of cattle, but the chews per bolus did not show any relationship with age, so it is regarded as the individually characteristic pattern.

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차이영상에 대한 DCT 계수의 끼워짜기를 이용한 비트율 감소 (Bitrate Reduction by Interleaving DCT Coefficients for Differential Images)

  • 이상길;양경호;이충웅
    • 전자공학회논문지B
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    • 제30B권7호
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    • pp.14-23
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    • 1993
  • This paper proposes an algorithm to reduce the bitrate for transmission of MCP(motion compensated prediction) error signals. Many digital image coders have recently employed hybrid coding schemes which perform motion compensation, DCT transform, quantization, and variable length coding. The variable length coding compresses the quantized DCT coefficient data by removing their statistical redundancy. But some DCT blocks have the interblock statistical redundancy as well as the intrablock one. To utilize both of them, the DCT blocks are classified into the interleaving group and the non-interleaving group. And then each DCT blocks in the interleaving group are is encoded independently, and the DCT blocks in the interleaving group are encoded after interleaving the DCT coefficients. Through the simulations, it is shown that the proposed method outperforms the conventional method in which each DCT block is encoded independently.

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원문참조

  • 엄하정
    • 가정과삶의질연구
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    • 제11권2호
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    • pp.169-181
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    • 1993
  • The purpose of this study was to investigate the implementing level of housewife's manage-ment behavior related to reducing environmental pollution and the effects of three variable-groups on management behavior related to reducing environmental pollution. The research data were collected by structured questionnare and 544 cases were finnally selected. The data analysis was conducted by the method of frequency mean Pearson's correla-tion multiple regression. The major findings were as follows: 1) The implementing level of housewife's overall management behavior slightly high. 2) Wife's value(ecologicalism materialism expediency social-enviromental resources(degree of masscom contact degree of meeting with neighbors. refuse box) were significant predictors of the level of overall management behavior And Background variables(wife's aged and educa-tion level & job household income occupation of husband) had not significant effect on the level of overall management behavior. The most influential variable-group on the level of overall management behavior and buying cleaning & dishwashing cooking laundry activities was Wife's value. But the most influential variable-group on the implementing level of disposing trash was social-environmental resources.

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'생각하는 과학' 프로그램의 변인활동이 초등학생의 변인통제 능력에 미치는 효과 (Effects of the Variable Activities in the 'Thinking Science' Program on the Ability of Variable-Controlling of Elementary School Students)

  • 한효순;최병순;강순민;박종윤
    • 한국과학교육학회지
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    • 제22권3호
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    • pp.571-585
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    • 2002
  • 형식적인 사고를 가능하게 하는 논리적 사고력의 형성 가능성에 대한 기초적인 연구 활동의 하나로, '생각하는 과학' 프로그램에 있는 변인통제 활동의 학습효과를 조사하였다. 초등학교 5학년 306명의 학생들이 연구에 참가하였으며, 같은 분량의 사간에 실험반에서는 교육과정에 따른 과학 교과 수업과 변인통제 활동을 병행하였고, 통제반에서는 과학교과 수업만을 수행하였다. 연구 초기에 논리적 사고력 검사와 변인통제 검사를 이용하여 사전 상태를 비교하고, 한 학기 동안 변인통제 활동 6개를 12차시에 걸쳐 진행하면서, 처치별, 성별, 인지수준별 학습효과를 알아보았다. 처치활동은 초등학교 5학년 학생들의 변인통제능력 신장에 매우 효과적인 것으로 나타났다. 변인통제능력의 하위요소별로 분석한 결과, 특별히 실험조건 통제, 변인측정과 결과변인 학습에 매우 효과적인 것으로 나타났고, 원인변인 학습효과도 다소 있는 것으로 나타났다. 남 여학생들의 사전 변인통제능력을 비교한 결과 여학생들이 월등히 높은 점수를 보였다. 변인통제 학습 후 남 여학생들 모두에게 거의 같은 정도로 우수한 학습효과가 나타났으며, 통제반에서 차이가 더 벌어진 반면, 실험반에서는 그 격차가 좁혀졌다. 학생들의 인지수준에 따란 변인통제 학습효과를 분석한 결과, 모든 인지수준에서 실험반 학생들의 변인 통제능력이 상당히 향상되었다. 특히 전기 구체적 조작기, 중기 구체적 조작기와 후기 구체적 조작기에 있는 학생들의 변인통제능력은 크게 향상되었다. 변인판별 능력은 전기 구체적 조작기, 중기 구체적 조작기와 후기 구체적 조작기에 있는 학생들이 거의 같은 정도의 우수한 발전을 보여주었으며, 실험설계 능력은 모든 수준에서 상당히 향상되었다. '생각하는 과학'의 변인통제 활동과 같은 형태의 학습내용을 현행 학교 과학교육에 적극적으로 도입해볼 필요가 있다.

청소년의 TV 미디어스타에 대한 의복 동조성에 영향을 미치는 요인 -서울시내 여자 중.고등학생을 중심으로- (Factors Influencing on the Adolescence`s Clothing Conformity -Focused on Female Middle and High School Students in Seoul-)

  • 홍혜은;나수임
    • 복식문화연구
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    • 제7권6호
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    • pp.28-40
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    • 1999
  • The purpose of this study was to understand the Korean teenagers\` clothing behavior through pointing out the factors that clothing behavior of teenagers that was initiated from the important reference group, TV stars. The subject of this study were 570 purposively selected students at female middle and high school students in Seoul. The results were as follows : 1. The clothing conformity to TV stars relating to demographic variables was influenced significantly by location and personal expense variable in the high school group. 2. The exhibition showed a more important role to the clothing conformity in middle school group than in high school group. 3. The clothing conformity to TV stars relating to the clothing related variables was significantly affected by self-confidence to clothing than clothing normative recognition, clothing risk recognition and degree of clothing importance regardless of groups. 4. The clothing conformity to TV stars relating to TV media variables was affected by TV media star identification variable in both groups. And in case of middle school group, interests in TV stars also had influence on the clothing conformity to TV stars. And in case of high school group, interests in TV had effect on the imitation to TV stars\` clothing. As middle school students tend to have self-identification about a particular person, TV media stars become the reference group for the adolescence to follow their clothing.

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기존 낙상위험 사정 도구의 낙상 과거력 변인 효과 (Predictive Effects of Previous Fall History on Accuracy of Fall Risk Assessment Tool in Acute Care Settings)

  • 박인숙
    • 기본간호학회지
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    • 제19권4호
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    • pp.444-452
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    • 2012
  • Purpose: To explore the usefulness of previous fall history as a triage variable for inpatients. Methods: Medical records of 21,382 patients, admitted to medical units of one tertiary hospital, were analyzed retrospectively. Inpatient falls were identified from the hospital's self-report system. Non-falls in 1,125 patients were selected by a stratified matching sampling with 125 patients with falls (0.59%). A comparative and predictive accuracy analysis was conducted to describe differences between the two groups with and without a history of falls. Logistic regression was used to measure the effect size of the fall history. Results: The fall history group showed higher prevalence by 9 fold than the non-fall history group. The relationships between falls and relevant variables which were significant in the non-fall history group, were not significant for the fall history group. Falls in the fall history group were 25 times more likely than in the non-fall group. Predictive accuracy of the risk assessment tool showed almost zero specificity in the fall history group. Conclusion: The presence of fall history, the fall prevalence, variables relevant to falls, and the accuracy of the risk tool were different, which support the usefulness of the fall history as a triage variable.

Predictive analyses for balance and gait based on trunk performance using clinical scales in persons with stroke

  • Woo, Youngkeun
    • Physical Therapy Rehabilitation Science
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    • 제7권1호
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    • pp.29-34
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    • 2018
  • Objective: This study aimed to predict balance and gait abilities with the Trunk Impairment scales (TIS) in persons with stroke. Design: Cross-sectional study. Methods: Sixty-eight participants with stoke were assessed with the TIS, Berg Balance scale (BBS), and Functional Gait Assessment (FGA) by a therapist. To describe of general characteristics, we used descriptive and frequency analyses, and the TIS was used as a predictive variable to determine the BBS. In the simple regression analysis, the TIS was used as a predictive variable for the BBS and FGA, and the TIS and BBS were used as predictive variables to determine the FGA in multiple regression analysis. Results: In the group with a BBS score of >45 for regression equation for predicting BBS score using TIS score, the coefficient of determination ($R^2$) was 0.234, and the $R^2$ was 0.500 in the group with a BBS score of ${\leq}45$. In the group with an FGA score >15 for regression equation for predicting FGA score using TIS score, the $R^2$ was 0.193, and regression equation for predicting FGA score using TIS score, the $R^2$ was 0.181 in the group of FGA score ${\leq}15$. In the group of FGA score >15 for regression equation for predicting FGA score using TIS and BBS score, the $R^2$ was 0.327. In the group of FGA score ${\leq}15$ for regression equation for predicting FGA score using TIS and BBS score, the $R^2$ was 0.316. Conclusions: The TIS scores are insufficient in predicting the FGA and BBS scores in those with higher balance ability, and the BBS and TIS could be used for predicting variables for FGA. However, TIS is a strong predictive variable for persons with stroke who have poor balance ability.