• 제목/요약/키워드: Selection Strategy

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Lossless Compression for Hyperspectral Images based on Adaptive Band Selection and Adaptive Predictor Selection

  • Zhu, Fuquan;Wang, Huajun;Yang, Liping;Li, Changguo;Wang, Sen
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제14권8호
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    • pp.3295-3311
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    • 2020
  • With the wide application of hyperspectral images, it becomes more and more important to compress hyperspectral images. Conventional recursive least squares (CRLS) algorithm has great potentiality in lossless compression for hyperspectral images. The prediction accuracy of CRLS is closely related to the correlations between the reference bands and the current band, and the similarity between pixels in prediction context. According to this characteristic, we present an improved CRLS with adaptive band selection and adaptive predictor selection (CRLS-ABS-APS). Firstly, a spectral vector correlation coefficient-based k-means clustering algorithm is employed to generate clustering map. Afterwards, an adaptive band selection strategy based on inter-spectral correlation coefficient is adopted to select the reference bands for each band. Then, an adaptive predictor selection strategy based on clustering map is adopted to select the optimal CRLS predictor for each pixel. In addition, a double snake scan mode is used to further improve the similarity of prediction context, and a recursive average estimation method is used to accelerate the local average calculation. Finally, the prediction residuals are entropy encoded by arithmetic encoder. Experiments on the Airborne Visible Infrared Imaging Spectrometer (AVIRIS) 2006 data set show that the CRLS-ABS-APS achieves average bit rates of 3.28 bpp, 5.55 bpp and 2.39 bpp on the three subsets, respectively. The results indicate that the CRLS-ABS-APS effectively improves the compression effect with lower computation complexity, and outperforms to the current state-of-the-art methods.

델파이 기법을 활용한 국가 온실가스 감축기술 선택 지표 연구 (Development of Indicators for the National GHG Reduction Technology Selection Based on Delphi Method)

  • 김기만;강문정;김형주
    • 디지털융복합연구
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    • 제16권10호
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    • pp.11-26
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    • 2018
  • 국가 온실가스 감축수단의 확보를 위해 전략적으로 감축기술을 선택하는 것은 매우 중요한 문제이다. 특히, 공공의 기술선택은 다양한 요인들을 고려하는 포괄적인 접근의 필요성이 강조된다. 그러나 지금까지의 논의들은 기술적, 경제적 요인에 중심을 두고 기술선택을 다루고 있으며, 일관된 선택 기준이 적용되지 않고 있다. 본 연구는 국가 온실가스 감축기술을 선택하기 위한 지표를 개발하고자 전문가 22인을 대상으로 델파이 기법을 사용하였다. 이를 통해 타당성이 확보된 국가 온실가스 감축기술 선택 지표를 개발하였으며, 기술, 경제, 환경, 정책, 사회의 관점을 종합적으로 반영하는 것에 대한 적절성을 확인하였다. 상용화기술은 5개 항목의 16개 지표, 신기술은 5개 항목의 18개 지표로 구성되었다. 본 연구를 통해 제시된 기술선택 지표는 국가 온실가스 감축기술 선택을 위한 의사결정 도구로 활용될 수 있을 것이며, 국가 온실가스 감축기술의 적용과 확보에 관한 판단기준 연구에 토대를 제공할 것으로 기대한다.

예측 정보를 이용한 적응적 협력 선택기법 (Prediction-Based Adaptive Selection Cooperation Schemes)

  • 왕유;이동우;이재홍
    • 대한전자공학회논문지TC
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    • 제46권11호
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    • pp.18-24
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    • 2009
  • 협력다이버시티는 무선채널페이딩에 강건하고 다중안테나기술에 비해 낮은 단말기 구현 복잡도를 제공하는 장점으로 인해 최근 각광받고 있는 기술이다. 본 논문에서는 새로운 중계단말기 선택 기법과 결합된 예측 기반 의사결정을 이용하는 적응적 협력 선택기법을 제안한다. 제안된 기법에서 수신단말기는 중계단말기와 수신단말기간의 순간 채널 상태 정보를 이용하여 선택된 중계단말기로부터의 전송이 성공할지 실패할지 여부를 예측한다. 수신단말기는 예측 정보를 이용하여 결정된 협력 선택 명령을 전체 네트워크에 전달한다. 실험결과를 통해 새로운 중계단말기 선택 기법과 결합된 적응적 협력 선택기법이 기존 기법들에 비해 불능확률(outage probability)을 줄이고, 시스템 성능(throughput)을 개선하며, 전송 전력을 절약하여 네트워크의 수명(lifetime)을 연장시키는 것을 보인다.

성공적 노화와 선택과 보상 책략에 의한 최적화의 질적 연구: 사회 활동 참여 노인을 중심으로 (A Qualitative Study on Successful Aging and Optimization by Selection and Compensation Strategy: Focusing on the Social Activity Elderly Participants)

  • 조윤주
    • 대한가정학회지
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    • 제48권6호
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    • pp.133-147
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    • 2010
  • This study aimed to identify the dimensions of successful aging, as perceived by elderly Koreans, and to test qualitatively the elders' optimization of selection and compensation strategies in a social activity context. The results were as follows: First, the most important part of life fulfillment and regret was family and work. Second, social activity played a role in self-actualization and physiological needs. Moreover, it contributed to the elders' physical and mental health maintenance. Third, the elderly effectively participated in social activities by optimizing their selection and compensation strategies. Fourth, the elderly realized they are growing old, but considered it as a natural process. In addition, some participants suggested retirement age should be raised, but others were against this idea. Finally, elders thought successful aging means having a sufficient and independent life in old age. Thus, the elderly required good health, economic security, and a positive attitude for aging successfully.

작목다각화가 농업소득에 미치는 영향 (The Effect of Crop Diversification on Agricultural Income)

  • 최도형;최은지;이성우
    • 농촌계획
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    • 제27권4호
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    • pp.1-12
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    • 2021
  • The purpose of this study is to analyze the effect of crop diversification on farm households' agricultural income. Abundant literature have explored the determinants and efficient strategies for crop diversification. Yet, there is a paucity of research studies that empirically test the effectiveness of crop diversification as a profitable farm management strategy. Utilizing the 2015 Agricultural Census, this study adopts a quasi-experimental research design to compare the outcomes between farm households that opted for crop diversification and farm households that did not engage in such a strategy. In doing so, this study applies the Heckman Selection Model and the decomposition technique to address the problem of selection bias and to identify the causal effect. Our empirical results show that farms that implement diversification are more likely to earn higher agricultural income than non-diversified farms, although the difference would not be much substantial. This study concludes with several policy proposals to stabilize agricultural income in conjunction with crop diversification.

의료기관의 식자재 공급자 선정기준에 영향을 미치는 요인 분석 (Analysis of Factors Influencing on Food Supplier Selection Criteria in the Health-care Foodservice Operations)

  • 김정리;최성경;곽동경
    • 대한영양사협회학술지
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    • 제8권4호
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    • pp.372-386
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    • 2002
  • The purposes of this study were to find factor which influence on the selection criteria of food supplier. Questionnaire were distributed to 52 general hospitals with more than 400 beds located in Seoul and Kyongin province, and responded questionnaires were collected from 44 dietetic departments (84.6%) and 18 purchasing departments (34.6%). The main results of this study can be summarized as follows: (1) supplier selection criteria include quality, service, cost and supplier competency. (2) With having been met with tight competition and market opening, hospitals plan a strategy to improve quality, service and they tend to have more interest in various supplier selection criteria. (3) Purchasing departments estimate more highly the rate of reflection in considering supplier selection criteria than the rate of importance about cost criteria, which reveals that purchasing departments sensitively respond to cost cutdown. (4) When selecting suppliers, a significant(p<.01) influence of stability of supplier industry environment on the selecting criteria such as the importances of quality, service, and supplier quality are recognized only after recognizing the stability of food delivery industry. Food supplier industry secures stability more quickly through major companies' participation in food distribution industry and this will reveal the importance of supplier selection criteria. (5) Suppliers which are selected by the quality criteria, service criteria, supplier quality criteria make efforts to communicate with foodservice departments, to give more proper information about substitute food, new product, and to make commitments, while suppliers which are decided by cost criteria do not establish supportive relationships with foodservice departments.

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소비자의 의류상점선택기준에 따른 시장세분화와 마케팅전략 (Market Segmentation and Marketing Strategy According to Apparel Retail Store Selection Criteria of Consumer)

  • 이선재;장은영
    • 한국의류학회지
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    • 제16권4호
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    • pp.471-484
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    • 1992
  • The purpose of this study was 1) to find out Market segmentation possibilities according to consumer's store selection factors by analysis of Consumer's attitude and oriteria of apparel store selection, 2) to provide marketing strategies of segment marker for apparel stores Research problems were as follows. 1) To find out the important factors of consumer's store selection and to segment markets according to their factors. 2) To find out consumer characteristics (demographic variables, clothing life factors, cloth-ing purchase behaviors) according to segment markets. 3) To find out preference store types and preference factors according to segment markets. 4) To provide marketing mix strategy for retail apparel store sales. The subjects selected for the final analysis were 586 female college students, housewives, and workers living in Seoul. A questionnaire was developed in order to measure consumer's selection criteria of apparel store, consumer characteristics and preferred store types and preferential factors. The results of this study were as follows: 1. There were 8 factors of consumer's store selection such that: the high quality, convenience, store atmosphere, economy, dependency commercials, store patronage, the conformity, product assortment. the result of cluster analysis based on these 8 factors of store selection verified that market was able to be segmented as four different market, which were the store loyalty group, the aligned economical group, the assortment pursuing group, the store fame dependent group. 2. There were significant differences among four groups, for 4 variables related to consumer's characteristics such as demographic characteristics (sex, age, job, level of education, the living quarters, marrige or unmarrige), clothing life factors, clothing evaluating criteria, and favorite fashion information sources. 3. There were significant differences among four groups for 2 variable related to store preference such as preference types of store and preference factors of store.

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Marker Assisted Development and Characterization of Beta-Carotene Rice

  • Yang, Paul;Song, Mi-Hee;Ha, Sun-Hwa;Kim, Jae-Kwang;Park, Jong-Seok;Ahn, Sang-Nag
    • 한국육종학회지
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    • 제43권5호
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    • pp.360-367
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    • 2011
  • Beta-carotene producing transformants were produced in the background of 'Nagdongbyeo', a Japonica rice cultivar. Introgression of the carotenoid locus in the transformant, PAC4-2 into the elite cultivar 'Ilpumbyeo' was started. To initiate a backcrossing program, we surveyed 220 SSR markers and found that 38% of them were polymorphic between 'Ilpumbyeo' as a recurrent parent and the PAC4-2 as a recipient parent. The selection strategy comprising foreground and background selection was employed. First, foreground selection was practiced in $BC_1$, $BC_2$, and $BC_3$ generations using the transgene specific PCR-based marker in addition to visual scoring of the seed color. Marker-based background selection combined with phenotypic selection was employed from $BC_3F_2$ to $BC_3F_4$ generations. Blast search indicated that the transgene PAC4-2 was located between SSR markers, RM6 and RM482. 240 $BC_3F_3$ and 63 $BC_3F_4$ lines were evaluated for four agronomic traits including days to heading. Most of the lines were similar to Ilpumbyeo in agronomic traits evaluated. The percentage of PAC4-2 genome ranged from 4% to 21% with a mean of 12.5%, which was higher than the expected for an unselected $BC_3$ backcross population. This could be explained by the fact that two genes for beta-carotene and the stripe virus resistance were targeted in this study. We selected 10 representative $BC_3F_5$ lines from 63 $BC_3F_4$ lines based on agronomic traits and carotenoids content. The selection strategy would be appropriate for the introgression of beta-carotene gene in a breeding program.

의복선택기준 예측변인 연구 (A study on the Predictors of criteria on Clothing Selection)

  • 신정원;박은주
    • 복식
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    • 제13권
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    • pp.123-134
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    • 1989
  • The purpose of this study was to identify the predictable variables of criteria on clothing selection. Relationships among criteria on clothing selection, psychological variable, lifestyle variable, and demographic variable were tested by Pearsons' correlation coefficients and One-way ANOVA. The predictors of criteria on clothing selection were identified by Regression. The consumers were classified into several benefit-segments by criteria on clothing selection, and then, the character of each segment were identified by Multiple Discriminant Analysis. Data was obtained from 593 women living in Pusan by self-administered questionnaires. The results of the study were as follows; 1. Relationship between criteria on clothing selection and relative variables. 1) The important variables to criteria on clothing selection were "down-to-earth-sophisticated", "traditional-morden", "conventional-different", "conscientious-expendient", need for exhibitionism, need for sex, fashion / appearance. 2) The important factor of clothing selection criteria was comfort and it has significant difference among ages. 3) The higher of social-economic status have the more appearance-oriented selection. 2. Predictors of criteria on clothing selection. There were several important predictors of criteria on clothing selection like lifestyle, need, and self-image. Especially, fashion / appearance in lifestyle variable was very important. 3. Segmentation by the criteria on clothing selection. There are four groups Classified by the criteria on clothing selection, that is practical-oriented group, appearance-oriented group, practical and appearance-oriented group, and indifference group. The significant discriminative variables were Fashion / appearance factor, need for exhibitionism, and need for sex. The result of this study can be used for a enterprise to analysis the consumer and to build the strategy of advertisement clothing.

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Customer Selection in CRM implementation: Firms′strategies in the competitive market with network externality

  • Kim Eun-Jin;Lee Byeong-Tae
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회 2003년도 추계학술대회 및 정기총회
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    • pp.183-186
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    • 2003
  • Customer profitability recognition is easier with CRM enabling technologies and the strategy of firing unprofitable customers prevails in the market. However, in the digital and Internet age, network externality is becoming more important. Therefore, the concern over firing unprofitable customers has increased. Our research is intended to develop strategic guidance for customer selection when firms implement CRM in the market with network externality.

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