• Title/Summary/Keyword: Negative Selection

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A Study on the Difference of Wetsuits Selection Criteria, Demographic Characteristics, Purchasing Behavior according to Lifestyle Factors (라이프 스타일 요인에 따른 웨트슈트(wetsuits) 선택속성, 인구통계적 특성, 구매행동 차이에 관한 연구)

  • Kim, Ji U;Kim, Young Sam
    • Fashion & Textile Research Journal
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    • v.21 no.1
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    • pp.46-58
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    • 2019
  • This study analyzes the effects of lifestyle on wetsuits purchasing behavior and identifies various characteristics among lifestyle groups. A questionnaire survey of 213 domestic consumers with water sport activity and wetsuits experience indicated the following results: 1) Lifestyle factors were analyzed as 6 factors: social relation ships, development orientation, trend & appearance, domestic, positive acknowledgement of hobbies, pursuit of practicality. And the wetsuits selection criteria was 4 factors: wearing fitness, product information, design, reputation. 2) Social relationships, development orientation, positive acknowledgement of hobbies and pursuit of practicality factors had a positive effect fitness. Trend & appearance, development orientation, and pursuit of practicality factors had a positive effect on product information factors ; in addition, development orientation, and trend & appearance, a positive acknowledgement of hobbies factors had a positive effect design factors. Social relationships, trend & appearance, and pursuit of practicality factors had a positive effect on reputation factors. However, trend & appearance factors negatively affected the wearing fitness factors and the positive acknowledgement of hobbies factors had negative effect on product information, reputation factors. 3) The three groups of lifestyle factors showed differences in monthly average purchasing of clothes, average annual purchasing expenditures for water sports related products, number of water sport activity days and frequency, product selection criteria.

Self-Recognition Algorithm of Artificial Immune System (인공면역계의 자기-인식 알고리즘)

  • 선상준;이동욱;심귀보;성원기
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2001.12a
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    • pp.185-188
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    • 2001
  • According as many people use a computer newly, damage of computer virus and hacking is rapidly increasing by the crucial users. To block hacking that is intrusion of a person's computer and the computer virus that destroys data, a study for intrusion-detection of system and virus detection using a biological immune system is in progress. In this paper, we make a model of positive selection and negative selection of self-recognition process that is ability of T-cytotoxic cell that plays an important part in biological immune system. So we embody a self-nonself distinction algorithm in computer. To prove the efficacy of self-recognition algorithm, we use simulations by a cell change and a string change of self file.

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A Self-Recognition Algorithm based Biological Immune System

  • Sim, Kwee-Bo;Lee, Dong-Wook;Sun, Sang-Joon;Shim, Jae-Yoon
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.115.1-115
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    • 2001
  • According as many people use a computer newly, damage of computer virus and hacking is rapidly increasing by the crucial users. A computer virus is one of program on computer and has abilities of self reproduction and destruction like a virus of biology. And hacking is to rob a person´s data in a intruded computer and to delete data in a person´s computer from the outside. To block hacking that is intrusion of a person´s computer and the computer virus that destroys data, a study for intrusion-detection of system and virus detection using a biological immune system is in progress. In this paper, we make a mood of positive selection and negative selection of self-recognition process that is ability of ...

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Classification of Cognitive States from fMRI data using Fisher Discriminant Ratio and Regions of Interest

  • Do, Luu Ngoc;Yang, Hyung Jeong
    • International Journal of Contents
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    • v.8 no.4
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    • pp.56-63
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    • 2012
  • In recent decades, analyzing the activities of human brain achieved some accomplishments by using the functional Magnetic Resonance Imaging (fMRI) technique. fMRI data provide a sequence of three-dimensional images related to human brain's activity which can be used to detect instantaneous cognitive states by applying machine learning methods. In this paper, we propose a new approach for distinguishing human's cognitive states such as "observing a picture" versus "reading a sentence" and "reading an affirmative sentence" versus "reading a negative sentence". Since fMRI data are high dimensional (about 100,000 features in each sample), extremely sparse and noisy, feature selection is a very important step for increasing classification accuracy and reducing processing time. We used the Fisher Discriminant Ratio to select the most powerful discriminative features from some Regions of Interest (ROIs). The experimental results showed that our approach achieved the best performance compared to other feature extraction methods with the average accuracy approximately 95.83% for the first study and 99.5% for the second study.

A Selection Process of Input and Output Factors Using Partial Efficiency in DEA (부분 효율성 정보를 이용한 DEA 모형의 투입.산출 요소 선정에 관한 연구)

  • 민재형;김진한
    • Journal of the Korean Operations Research and Management Science Society
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    • v.23 no.3
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    • pp.75-90
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    • 1998
  • The improper use of input and output factors in DEA has a critical and negative impact on the efficiency measurement and the discernment of decision making units(DMUs) : hence the proper selection Process of the factors should precede the actual applications of DEA. In this paper, we propose a new approach to selecting proper factors based on Tofallis' partial efficiency evaluation method(1996). With the approach, the factors aye clustered by measuring their respective partial efficiencies and analyzing the rank correlations of them. The method and procedure we propose in this paper are then applied to measure the efficiencies of the public libraries in Seoul District area, and the results show that the proposed approach can provide meaningful information to improve discernment of the DMUs while using less number of input factors (and less information). The proposed method can be effectively used in the situation where the number of the DMUs to be considered is relatively small compared to the number of available input and output factors, which usually lessens the power to identify the inefficient units in DEA.

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Empirical Analysis on Change of Korean Male Pro- Basketball Players Draft System

  • Choi, Kyoung-Ho
    • Journal of the Korean Data and Information Science Society
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    • v.19 no.4
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    • pp.1081-1089
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    • 2008
  • Beginning in the 2007-2008 season, the men's pro-basketball league changed a foreigner selection method by introducing a draft system which leads to a tryout from the free agency system. Also in the same season, the woman's pro-basketball league changed its system from one that permitted foreign players to one that doesn't allow foreign player participation. The reason for this change is thought to be financial problems. However this institutional change brings about the reduction in the quality of basketball and it will affect spectators in a negative way. The empirical study attempted to analyze the effects which follows an institutional change in Korean men's pro-basketball. The research showed that the men's pro-basketball league wasn't affected at all due to foreigner selection method by a draft system that led to a tryout from the free agency system.

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Selection of Young Dairy Bulls for Future Use in Artificial Insemination

  • Dutt, Triveni;Gaur, G.K.
    • Asian-Australasian Journal of Animal Sciences
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    • v.11 no.2
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    • pp.117-120
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    • 1998
  • Relationships of breeding values of sires for first lactation milk yield with pedigree information or indices were examined to identify the optimal criteria of selecting young dairy bulls for future use in artificial insemination (AI). Records of performance data on 1087 crossbred daughters (Holstein - Friesian, Jersey and Brown Swiss with Hariana) of 147 sires, generated at Livestock Production Research (Cattle and Buffaloes) Farm, IVRI, Izatnagar, U.P., during 1972 - 1995 were used to obtain the estimates of sire's breeding values (EBV) using the Best Linear Unbiased Prediction Procedures. The correlations between young bull's EBV and the dam's first lactation milk yield was non-significantly different from zero. However, the young bull's EBV was negatively and significantly related (r = - 0.275 ; P < 0.05) to the dam's best lactation milk yield, suggesting that the selection of young dairy bulls from high yielding elite dams is not a suitable criteria for genetic improvement. The correlations of sire's and paternal grandsire's EBV's with young bull's EBV were high and positive (0.532, 0.844; P < 0.01). The maternal grandsire's EBV was positively but non-significantly related to grandson's EBV. The pedigree index incorporating dam's milk records and sire's EBV's showed a negative and non-significant correlation with young bull's EBV. However, the correlation of a pedigree index $(I_3)$ combining information on sire's and paternal grand-sire's EBV's with young bull's EBV's was considerably high and positive (0.797; P < 0.01). The regression coefficients of young bull's EBV on pedigree index $I_3$, was higher than those on other pedigree information. These results revealed that there was no advantage in basing selection on dam's performance or maternal grand-sire's EBV and that sire's and paternal grandsire's EBV's were reliable pedigree information for selection of young dairy bulls for future use in AI.

Sex and Population Differences in Intelligence Are Partly Caused by Sexual Selection: Hn Evolutionary Hypothesis

  • Piffer, Davide
    • Interdisciplinary Bio Central
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    • v.6 no.4
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    • pp.2.1-2.7
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    • 2014
  • Sexual dimorphism in intelligence suggests that this phenotype is a sexually selected trait. This view is supported by an overrepresentation (compared to the autosomal genome) of genes affecting cognition on the X chromosome. The aim of this study is to test the hypothesis that sexual selection can explain sex and country-level differences in performance on tests of fluid intelligence. Nationally representative samples from N = 44 countries were obtained from the Programme for International Student Assessment (PISA) Creative Problem Solving (CPS), which evaluates the core of intelligence, that is novel problem solving ability. Sexual selection has the double effect of increasing the prevalence of a favored phenotype and reducing genetic variation in sexually selected traits. Matching these predictions from evolutionary theory, the average country fluid intelligence is positively correlated to sexual dimorphism after partialling out per capita GDP and the latter in turn is inversely correlated to variance in intelligence scores within populations. Males have a higher variance than females but there is a negative correlation between male-female difference in variance and sexual dimorphism in intelligence, suggesting that selection reduces variance more in the selected sex. Average country male height is negatively correlated to sexual dimorphism in intelligence, a fact that supports the notion of a trade-off between physical and intellectual competition in the context of access to females. The results of this study, if replicated, imply that genome-wide association studies of cognition may benefit from a focus on sex chromosomes, which so far have been neglected. Another implication of this study is that intelligence has continued to evolve after different human populations migrated out of Africa and possibly up to the 19th century, as suggested by the substantial variability in sex differences even between neighbouring countries.

A Study on Conspicuous Consumption and the Purchasing Motives, Selection Criteria, Satisfaction of Collaborated Fashion Products (과시적 소비성향과 콜레보레이션 패션제품 구매동기, 선택기준 및 만족도에 관한 연구)

  • Choi, Jung-Won;Chang, Mi-Soon
    • Journal of the Korean Society of Clothing and Textiles
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    • v.34 no.4
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    • pp.628-641
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    • 2010
  • This study investigates the relevance among the clothing purchase motivations, selection criteria, customer satisfaction of collaborated fashion products, and conspicuous consumption by adults located in the cities of Seoul and Incheon who have experience in collaborated fashion product shopping. The results are as follows: 1. Conspicuous consumption was identified with three factors: symbol of position, pursuit of fashion brand/quality, keeping up appearance. Customers were segmented into two subdivisions of a lowly involved group with conspicuous consumption and a highly involved group with conspicuous consumption. 2. Clothing purchase motivations with collaborated fashion products were identified with two factors of esthetical value and reasonable ostentation. Selection criteria with collaborated fashion products were identified with the two factors of extrinsic attributes and intrinsic attributes. Customer satisfaction was identified with one factor. 3. Highly involved group toward conspicuous consumptionpursued more into esthetics value, reasonable ostentation and considered more into extrinsic attributes through collaborated fashion products than the lowly involved groups. Customer satisfaction of a highly involved group toward conspicuous consumption was higher than the lowly involved group. 4. The symbol of position had a positive relationship and the keeping up appearance had a negative relationship in regards to both the relevance of conspicuous consumption and the clothing purchase motivations, selection criteria, and customer satisfaction of collaborated fashion products.

Analysis and Control of Cost-Effective Topologies for Single Phase to Three Phase Power Converter (비용절감형 단상-삼상 전력변환기 구조의 해석 및 제어)

  • Lee, Hae-Chun;Park, Tae-Yeol;Kim, Gi-Taek
    • Journal of Industrial Technology
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    • v.19
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    • pp.217-226
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    • 1999
  • A single phase to three phase power converter with cost effective and simple structure is proposed. The converter consists of rectifier and inverter. The rectifier is composed of a half wave rectifier, a dc link capacitor, and a current limiting inductor, and the inverter is of only two switches with PWM control. For negative sequence operation the inverter output voltage leads the line input by $60^{\circ}$, and for positive sequence operation the inverter output voltage leads by $60^{\circ}$. We can see that positive sequence operation shows higher output voltage, slight harmonic distortion(2%), and better performances such as high efficiency and high power factor. A mathematical model for system analysis is provided, and specifications for selection and control scheme both for start-up and for steady state are analyzed. comparison and operational limits of positive and negative sequence operation are performed, and simulations and experiments are executed to verify the proposed.

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