• The Transactions of The Korean Institute of Electrical Engineers
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• v.61 no.2
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• pp.312-320
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• 2012

In this study, we introduce a new design methodology of a granular-oriented self-organizing polynomial neural networks (GoSOPNNs) that is based on multi-layer perceptron with Context-based Polynomial Neurons (CPNs) or Polynomial Neurons (PNs). In contrast to the typical architectures encountered in polynomial neural networks (PNN), our main objective is to develop a methodological design strategy of GoSOPNNs as follows : (a) The 1st layer of the proposed network consists of Context-based Polynomial Neuron (CPN). In here, CPN is fully reflective of the structure encountered in numeric data which are granulated with the aid of Context-based Fuzzy C-Means (C-FCM) clustering method. The context-based clustering supporting the design of information granules is completed in the space of the input data while the build of the clusters is guided by a collection of some predefined fuzzy sets (so-called contexts) defined in the output space. (b) The proposed design procedure being applied at each layer of GoSOPNN leads to the selection of preferred nodes of the network (CPNs or PNs) whose local characteristics (such as the number of contexts, the number of clusters, a collection of the specific subset of input variables, and the order of the polynomial) can be easily adjusted. These options contribute to the flexibility as well as simplicity and compactness of the resulting architecture of the network. For the evaluation of performance of the proposed GoSOPNN network, we describe a detailed characteristic of the proposed model using a well-known learning machine data(Automobile Miles Per Gallon Data, Boston Housing Data, Medical Image System Data).

• Phonetics and Speech Sciences
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• v.4 no.3
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• pp.137-142
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• 2012

The aim of this study is to investigate the usefulness of the multiple-choice name matching test (MC-NMT) in adults with aphasia by comparing the Korean version of the Boston Naming Test (K-BNT) and subsets of the Korean version of the Western Aphasia Battery (K-WAB). Thirty-nine patients who suffer from aphasia participated in the study. All patients were examined by the K-BNT, MC-NMT and K-WAB. The MC-NMT consisted of the 30 original BNT object stimuli which were presented with four response choices (written words) with similar frequency, including one correct and three incorrect responses. Cards containing the drawings were presented to the patient one at time. An item was passed if the patient chose the correct response within 10 seconds. We subdivided two groups into a total group and a low K-BNT group (at and below 15 points). We evaluated the correlation between the K-BNT, MC-NMT score and production, naming, repetition, comprehension, reading and writing scores in subsets of the K-WAB. There was a highly positive correlation between the K-BNT score and naming score of the K-WAB in total patients. However, the MC-NMT was highly correlated with reading scores in the K-WAB. In low score K-BNT patients, the K-BNT strongly correlated with production, naming and repetition scores of the K-WAB. These findings mean that K-BNT reflects motor language function. However, the MC-NMT was strong correlated comprehension, reading and writing of the K-WAB. This finding reflects sensory language function. We suggest that the combination of K-BNT and newly developed MC-NMT will be useful to evaluate speech functions in aphasic patients.

• Journal of Digital Convergence
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• v.16 no.5
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• pp.97-104
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• 2018

Regarding seaport operation, a higher quality performance and increasing competitiveness are main goals to adapt to the evolution of international trade. This paper discusses about the competition among Southern Vietnam seaports concerning the strategic positioning analysis, by applying BCG method. This technique describes the performance of business based on two variables such as relative market share and average growth rate. The finding shows up different performances of 21 seaports and how the strategic positioning of each port changes in the period 2007-2016. After analyzing, this research pointed out the growth in strategic positioning of ports in Cai Mep-Thi Vai complex, gradually replacing Ho Chi Minh City-Dong Nai-Binh Duong and becoming the transportation hub of Southern Vietnam. Also, The results obtained would be helpful for port administrators and operators to establish short and long-term strategies to improve competitiveness in the future.

• Journal of Elementary Mathematics Education in Korea
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• v.24 no.1
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• pp.31-52
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• 2020

This study aimed to examine the relationships among elementary mathematics teachers' self-efficacy beliefs, constructivist beliefs, and years of experience. This study used the primary data set of 299 Korean elementary school teachers. Exploratory and confirmatory factor analysis, Pearson's correlation test, multivariate analysis of variance, and structural equation modeling were conducted. This study found that mathematics teachers' self-efficacy beliefs were positively related to their years of experience and constructivist beliefs, whereas there was no significant association between teachers' years of experience and constructivist beliefs. Additionally, teachers' self-efficacy beliefs significantly mediated the relationship between years of experience and constructivist beliefs.

• Annals of Clinical Neurophysiology
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• v.15 no.1
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• pp.7-12
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• 2013

Background: Local steroid injection is used to treat carpal tunnel syndrome (CTS). The aim of this study was to evaluate the clinical and electrophysiological effects of local steroid injection in patients with CTS over a 3-months period. Methods: Twenty-one patients (35 hands) with clinical and electrophysiological evidence of CTS were treated by injection of triamcinolone 40 mg to the carpal tunnel. Visual analog scale (VAS), Boston Carpal Tunnel Questionnaire (BCTQ), rates of paresthesia, night awakening, and electrophysiological studies were used as outcomes. Clinical and electrophysiological assessments were performed before, 1 and 3 months after treatment. Results: Prior to treatment, 86% of patients complained of night awakening. At 1 and 3 months after injection, only 17% and 29% of the patients, respectively, had night awakening (p<0.001). All patients complained of paresthesia before the treatment. This symptom disappeared in 60% and 31% of the patients after 1 and 3 months, respectively (p<0.001). Compared to baseline, both BCTQ and VAS show significant improvement during the 3 months of the study (p<0.005). Although significant improvements in clinical parameters were shown, electrophysiological parameters were not significantly improved at 1 and 3 months. Conclusions: Local corticosteroid injection for the treatment of CTS provides significant improvement in symptoms for 3 months. On the other hand, no significant improvement was observed in electrophysiological parameters.

• KOREAN JOURNAL OF CROP SCIENCE
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• v.50 no.5
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• pp.361-367
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• 2005

Single nucleotide polymorphisms (SNPs) are valuable DNA markers due to their abundance and potential for use in automated high-throughput genotyping. Numerous SNP genotyping assays have been developed. In this report, one of effective and high throughput SNP genotyping assays, which was named the template-directed dye-terminator incorporation with fluorescence polarization detection (FP-TDI) was described. Although the most of this assay succeed, the objective of this work was to deter­mine the reasons for the failures, find ways to improve the assay and reduce the running cost. Ninety $F_2$-derived soybean, Glycine max (L.) Merr., RILs from a cross between 'Pureunkong' and 'Jinpumkong 2' were genotyped at four SNPs. FP measurement was done on $Victot^3$ microplate reader (perkinelmer Inc., Boston, MA, USA). Increasing the number of thermal cycles in the single-base extension step increased the separation of the FP values between the products corresponding to different genotypes. But in some assays, excess of heterozygous genotypes was observed with increase of PCR cycles. We discovered that the excess heterozygous was due to misincorporation of one of the dye­terminators during the primer extension reaction. After pyrophosphatase incubation and thermal cycle control, misincoporation can be effectively prevented. Using long amplicons instead of short amplicons for SNP genotyping and decreasing the amount of dye terminator and Acyclopol Taq polymerase to 1/2 or 1/3 decreased the cost of the assay. With these minor adjustments, the FP-TDI assay can be used more accurately and cost-effectively.

• Proceedings of the Korea Water Resources Association Conference
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• 2005.05b
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• pp.1455-1459
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• 2005

K-WEAP(Korea-Water Evaluation And Planning System)은 유역의 물이용 순환체계를 컴퓨터 프로그램으로 구현하고, 수량, 수질, 환경, 수요관리 등을 종합적으로 고려하여 통합수자원계획 수립을 지원하는 전문 모형으로서, 과학기술부와 건설교통부가 공동으로 지원하는 21세기 프론티어 사업인 수자원의 지속적 확보기술사업단의 연구비 지원에 의하여 SEI-B(Stockholm Environment Institute-Boston Center)와 한국건설기술연구원이 공동으로 개발한 모형이다. K-WEAP의 대부분 기능은 기존의 SEI-B가 개발한 WEAP(Water Evaluation And Planning System)에 기반을 두고 있지만, 월 단위 물수지 분석뿐만 아니라 5일 및 임의 시간 단위 물수지분석이 가능하고 물공급 안전도평가와 하천수질모의가 가능하다는 점에서 기존의 WEAP과는 다르며 메뉴와 도움말이 모두 한글로 작성되어있어 국내 사용자들이 이용하기 용이하다. K-WEAP의 기능은 단계적으로 보완 및 개선이 이루어지고 있으며, 현재는 1단계 개발이 끝난 후 2단계 기능개선 작업을 수행하고 있다. 2단계에서 개선하게 될 주요부분은 물수지모형의 개선과 하천수질모형의 개선, 편익산정모형의 개발, 의사결정지원 기능을 고려하는 사용자인터페이스 개선 등이 포함되어 있으며, 2단계 1차 년도에서는 물수지모형과 하천수질모형의 부분적인 개선과 함께 의사결정지원 기능을 고려하는 사용자 인터페이스의 부분적인 개선을 시도하였다. 물수지모형의 개선에서는 하수처리장의 회귀수를 수요처에서 직접 이용할 수 있도록 하였으며, 하천수질모형의 개선부분에서는 기온과 풍속 등의 기후자료를 이용한 수온 모의모형을 개발하였다. 또한, 사용자 인터페이스 부분에서는 사용자의 의사결정을 지원하기 위해 하천유량과 수질 등에 대한 초과비율그래프 조회 기능과 결과를 지도상에서 확인할 수 있는 지도보기기능, 사용자가 필요한 자료를 요약하여 조회할 수 있는 사용자 정의보고서 작성기능을 추가하였다. 개선된 기능을 통해 사용자는 보다 편리한 환경에서 모형을 구동하고 구동결과를 평가 할 수 있을 것으로 기대된다.

• The Journal of Internal Korean Medicine
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• v.28 no.4
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• pp.838-849
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• 2007

Backgrounds & Objectives : The aim of study was to evaluate post stroke cognitive deficit. We applied CERAD-K for post-stroke cognitive deficit, and revalued after treatment for 4 weeks. Methods : We applied CERAD-K test to 25 patients with post stroke cognitive deficit and compared with previous literature. After acupuncture treatment, moxa treatment, herb medicines, physical and occupational therapy for 4 weeks, we revalued changes by CERAD-K to 13 people that received treatment. Results : The stroke group's points were lower than the normal group in general cognition. Verbal fluency, MMSE-KC, and constructional praxis scores was lower than the AD group. Boston Naming Test, word list immediate recall, word list delayed recall, wordlist recognition, and praxis delayed recall scores were higher than the AD group. Verbal fluency (p=0.017), MMSE-KC (p=0.026), and word list immediate recall (p=0.005) scores of 13 patients participating in this study showed a statistically significant increase after treatment. Conculsions : Acupuncture treatment, moxa treatment, herb medicines, physical and occupational therapy are effective for improvement of post-stroke cognitive deficit, but this study could not demonstrate whether some treatments influenced cognition and there was a limitation in lacking a control group.

• Horticultural Science & Technology
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• v.32 no.2
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• pp.142-148
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• 2014

Effect of silicon (Si) nutrition on growth and temperature stress tolerance of Nephrolepis exaltata 'Corditas' grown in a soilless substrate was examined. In vitro-grown acclimatized plantlets were transplanted into the pots containing a coir-based substrate. A nutrient solution containing 0, 50, or $100mg{\cdot}L^{-1}$ Si was supplied through a drip-irrigation system. After 5 months of cultiv ation, S i-treated and -untreated p lants were grown at 10, 25, or $40{\pm}1^{\circ}C$ under a 12 h photoperiod with $530{\mu}mol{\cdot}m^{-2}{\cdot}s^{-1}$ PPFD and 60% RH. After 7 days, chlorophyll content and chlorophyll fluorescence parameters were measured. Silicon nutrition had a negative effect on growth characteristics of N. exaltata 'Corditas'. However, Si-treated plants had more tolerance to temperature stress than the control plants. The Fv/Fm value was not significantly different when the plants were exposed to $25^{\circ}C$. However, significant difference in Fv/Fm was recorded when plants were exposed to 10 or $40^{\circ}C$. Thus, Fv/Fm could be used as an indicator of low and high temperature tolerance in ferns. The present study also suggests that application of Si may be used to enhance temperature tolerance of ferns.

• Journal of Animal Science and Technology
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• v.49 no.2
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• pp.203-212
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• 2007

Means measuring carcass cut traits in live pigs is needed to genetically improve the production of favorite cuts in swine. The data of body measurements as well as carcass traits were collected from 432 heads of 4 crossbred lines. Weights of most parts and percentages of belly and boston in carcass were significantly influenced by days to slaughter. Most of off test body measurements show higher correlations with carcass cut traits than body measurements of on test and market do. The multiple regression equations for estimation of carcass cut traits by off test body measurements have higher accuracy than by body measurements of on test and market. The coefficients of determination in estimation of polynomial regression with off test body measurements after adjustments of carcass cut traits for days to market were ranged 0.59 to 0.68 and 0.33 to 0.43 in weights and percentages of carcass cuts, respectively. Develop- ment of an excellent Korean type seed stock for favorite cuts can be expected, if the estimation of carcass cut traits for live animals is implemented in swine genetic improvement program.