• International Journal of Computer Science & Network Security
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• 제23권4호
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• pp.166-171
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• 2023

The Stock price analysis is an increasing concern in a financial time series. The purpose of the study is to analyze the price parameters of date, high, low, and news feed about the stock exchange price. Long short term memory (LSTM) is a cutting-edge technology used for predicting the data based on time series. LSTM performs well in executing large sequence of data. This paper presents the Long Short Term Memory Model has used to analyze the stock price ranges of 10 days and 20 days by exponential moving average. The proposed approach gives better performance using technical indicators of stock price with an accuracy of 82.6% and cross entropy of 71%.

• Journal of Mycology and Infection
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• 제24권2호
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• pp.37-44
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• 2019

To date, hundreds of fungal genomes have been sequenced, and many more are underway. Recently developed cutting-edge techniques generate very large amounts of data, and the field of fungal genomics in dermatology has consequently evolved substantially. Methodological improvements have broadened the scope of large-scale ecological studies in dermatology, including biodiversity assessments and genomic identification of fungi. Here, we aimed to provide a brief introduction to bioinformatic approaches to fungal genomics in the field of dermatology. We described the history and basic concepts of fungal genomics and presented sequencing-based techniques for fungal identification, including a list of the revised taxa of dermatophytes, as determined by current phylogenetic analysis. Finally, we discussed the emerging trends in fungal genomics in dermatology, such as next-generation sequencing.

• 한국작물학회지
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• 제54권3호
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• pp.279-286
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• 2009

본 연구는 우리나라 중서부지역인 충청지역에서 사료작물의 새로운 작부체계로 보리와 완두를 혼파재배할 때 기초자료로 이용하고자 혼파비율과 예취시기에 따른 사료가치변화를 구명하기 위하여 수행하였고 결과를 요약하면 다음과 같다. 건물수량은 보리의 파종비율이 높을수록 증가하였으며, 보리와 완두 혼파비율이 85 : 15% 파종구에서 5월 16일에 예취할 때 가장 많았다. 조단백질, 가급태단백질 및 가소화 단백질은 4월 25일 예취시에는 혼파비율간 유의차가 없으나, 5월 2일 예취 이후부터는 완두의 혼파비율이 높을수록 증가하는 경향이었다. 보리의 혼파비율이 높을수록, 예취시기가 늦을수록 ADF와 NDF는 증가하는 경향이었으며, RFV는 오히려 감소하는 경향이었다. TDN함량은 완두의 혼파비율이 높을수록 증가하였으나, 예취시기별로는 5월 9일 예취시까지는 예취시기가 늦을수록 감소하였고 그 이후는 예취시기가 늦을수록 증가하는 경향이었다. P와 Mg함량은 혼파비율간 유의차가 없었으며, 완두의 혼파비율이 높을수록, Ca은 증가하였고, K은 감소하였다. 예취시기별로는 P, Ca 및 K은 예취시기가 늦을수록 감소하였으나. Mg은 5월 9일 예취시기까지는 별 변동이 없었고, 그 이후 예취시 부터는 예취시기가 늦을수록 증가하였다. 에너지함량에서 ENE, NEM 및 NEG는 혼파비율과 예취시기 간에 유의성이 있어 완두의 혼파비율이 높을수록, 예취시기가 빠를수록 증가하였다. 건물중에 각 성분의 함량을 적한 수량에서 보면 단백질, P, Ca, K 및 Mg 등의 무기물 수량은 보리와 완두의 혼파비율이 75 : 25% 파종구에서, ENE, NEL, NEM 및 NEG 등의 에너지 수량과 TDN수량은 보리와 완두의 혼파비율이 85 : 15% 파종구에서 가장 높았다. 예취시기별로는 TDN 수량, 모든 무기물 및 에너지수량은 5월 16일에 예취하는 것이 가장 높았다.

• 한국작물학회지
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• 제36권6호
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• pp.513-520
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• 1991

충남 예산에서 호밀을 답리작으로 재배할때 파종량과 예취기간가 수량 및 사료가치에 미치는 영향을 요약하면 다음과 같다. 1. 파종량이 많아질수록 호밀의 초장과 단위면 적당 경수는 증가하였으며 건물률은 감소하였다. 2. 청예 및 건물수량은 파종량이 많을수록 높았으며 예산에서 청예수량이 가장 높았던 예취기는 5월 15일, 건물수량이 가장 높았던 예취기는 5월 25일 이었다. 3. 파종량이 많을 수록 그리고 예취시기가 늦을수록조단백질, 가급태단백질 및 가소화단백질 함량은 감소하였으며, 반면에 조섬유함량(ADF와 NDF)은 증가하였다. 4. 파종량이 많을 수록 그리고 예취시기가 늦을수록 총가소화영양분(TDN) 함량과 상대적 사료가치는 감소하였다. TDN 수량은 파종량 18-28kg/10a, 5월 15-25일 수확시 가장 높았다. 5. 호밀의 에너지 함량은 파종량이 많을수록 그리고 예취시기가 늦을수록 감소하나, 단위면적당 에너지 생산량은 ENE와 NEL은 23kg/10a 파종-5월 15일 수확할때, NEM은 18kg/10a 파종-5월 15일 수확할때 가장 높았다. NEG는 18-28kg/10a 파종-5월 5일 수확할 때 가장 높았다.

• 한국농림기상학회지
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• 제18권4호
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• pp.253-263
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• 2016

단일식물인 국화의 생육은 온도, 일장, 일사량 등 기상 환경과 재배관리 조건에 영향을 받는다. 기상환경과 재배관리를 고려한 국화의 생육예측모델은 국화 재배 시 의사결정을 위한 도구로 이용될 수 있을 것이다. 이 연구에서는 국화 생육모델 구축을 위한 기초 작업으로 온도와 일장뿐만 아니라 에세폰 처리, 야간 전조처리리 등 재배관리 정보를 입력변수로 하여 국화 품종 백선의 출엽과 식물계절을 예측할 수 있는 모델을 개발하였다. 모델은 국화의 생육시기를 유약기(Juvenile phase), 유약기 이후 발뢰기까지 기간, 발뢰기부터 개화기까지의 기간의 기간으로 구분하여 계산을 하도록 구성하였다. 유약기는 출엽속도의 온도 반응 곡선과 유약기의 종료를 결정하는 기준 엽수를 이용하여 추정하도록 구성 하였다. 한편 모주와 이식 후 식물체에 대한 에세폰 처리가 유약기 종료시점의 엽수를 증가시키는 것으로 가정하여 모델에 반영하였다. 유약기 이후에는 온도와 일장에 관한 함수를 이용하여 발육속도를 계산하여 발뢰기와 개화기를 예측하도록 하였는데 야간전조 처리는 임계일장 이상의 장일로 가정하여 모델에 반영하였다. 그리고 최종 엽수는 잎의 출엽이 발뢰 직전까지 진행되는 것으로 가정하여 예측하였다. 위와 같이 구성된 모델의 계수는 온도반응 실험과 정식시기 실험 등을 이용하여 추정하였고 프로그램 언어인 Java를 이용하여 구현하였다. 모델의 계수 추정에 이용한 자료(calibration 자료)뿐만 아니라 이와는 별개의 자료(validation 자료) 모두에 대하여 모델이 비교적 정확하게 발뢰기와 개화기를 예측할 뿐만 calibration에 비하여 validation의 정확도가 떨어지지 않았다. 한편 생육시기에 따른 출엽수와 최종엽수를 모델이 비교적 정확하게 예측하였으나 생육시기에 따라 다소 과소 또는 과대 예측을 하여는 경향을 보여, 온도 이외의 요인을 반영할 수 있는 실험을 통해 개선할 필요가 있는 것으로 판단되었다.

• 한국산림과학회지
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• 제96권2호
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• pp.170-177
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• 2007

The objectives of this study were to select early, late, and abundant flowering trees of black locust from domesticated and introduced cultivars, and prediction of flowering period by calculation of accumulated temperature in spring. Four cultivars (Debreceni-2, Pusztavacs, Jaszkiseri, and Rozsaszin AC) from Hungary and a cultivar from Beijing, China, were introduced, propagated by seed and planted in a seed orchard. For domesticated black locust, 63 cultivars from 10 locations throughout the country were selected and propagated by root cutting. Criteria for selection of domesticated cultivars were abundant flowering, long flowering period, or abundant nectar production with, if possible, straight stems. Accumulated temperature was calculated from data of a nearby weather station by accumulating daily maximum temperature minus 5 degree Celsius from January 1 up to the date reaching 880 degrees. Daily mean temperature was also used to calculate accumulated temperature up to the date reaching 450 degrees. The percentages of two-year and three-year-old flowering trees propagated by root cutting were higher than that of trees propagated by seeds, while four-year-old trees all flowered regardless of propagation methods. Among the domesticated cultivars, all the cultivars from Ganghwa showed abundant flowering with highest nectar production of 6.5 ul per flower, which was 100% more than other domesticated cultivars and 50% more than Debreceni-2 cultivar with highest nectar production among the introduced cultivars from Hungary. At the end of the eight years of observations, two trees of Debreceni-2 cultivars and a tree from Beijing, China were selected for early flowering trees which flowered 2 to 3 days earlier than average trees, while a tree of Debeceni-2 and three trees from Bejing were selected for late flowering trees which flowered 2 to 3 days later than average trees. It is possible to extend the flowering period of black locust by 4 to 6 days by planting early and late flowering cultivars together. Abundant flowering trees were unable to be selected due to severe damages by leaf gall midges which killed many trees and reduced the crown size of the remaining trees in the seed orchard, and which were first found in Korea in 2001 and now damaging most of the black locust forests in Korea. The prediction of flowering period by accumulated temperature indicated that black locust flowered to a peak when accumulated daily maximum temperature reached 880 degrees Celsius, and when daily mean temperature reached 450 degrees.

• 건축역사연구
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• 제15권2호
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• pp.23-38
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• 2006

During the repair and restoration of the Daewoongjeon Hall of Youngguksa Temple, species identification and tree-ring dating for both present wood elements and charred ones excavated under the Hall, were conducted. The species of 74 wood elements of Daewoongjeon Hall, were identified as Pinus densiflora Sieb. et Zucc. and only 1 was identified as exotic Pinus species. The latter wood, which was used in the laths, seems to have been replaced during past repairs. Many documentary records and various artifacts pertaining to Youngguksa Temple are being excavated, but none described precisely the construction date of the present Daewoongjeon Hall. Also, from beneath the Daewoongjeon Hall, cornerstone and foundation of previous building and several charred wood elements were excavated. In comparing the direction of the stone columns of foundation of the previous structure and the existing Daewoongjeon Hall, the previous structure was rotated in an angle of approximately $15^{\circ}$. Therefore, in order to find the association of the previous structure with the present Daewoongjeon Hall, tree-ring dating was conducted. The dating of 41 original timbers and 14 roof-filling timbers of the present construction elements revealed that the last annual ring was of A. D. 1703 with complete latewood, indicating that those woods was cut some time between the autumn of 1703 and spring of 1704, and the building was erected in 1704 when we assume no period of wood storage. The year of the last annual ring of the charred elements, which were excavated from beneath the Daewoongjeon Hall, was analyzed as 1674. The cutting year of the woods used for the present building began in 1698, therefore, it can be presumed that the Daewoongjeon Hall before the fire was a structure that was elected shortly after 1674 and that a catastrophic fire occurred some time between 1674 and 1698.

• 패션비즈니스
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• 제6권5호
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• pp.27-40
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• 2002

The purpose of this thesis is presenting desirable design of uniform which could reflect high school girls' demands with the researches on their consciousness of fashion and actual state of uniforms. Methods to accomplish this research include first, examinationson characteristics of high school girls and their consciousness of fashion with relevant articles, second, interviews with designers from major domestic uniform brands - ELITE, IVY, SMART - and third, analysis on related internet sites. Practical researches are followed by design analysis and proposal of improvement on high school girls' uniform, accompanied by collection of photographs from field studies, major uniform brands' shops and uniform related internet sites. Korean high school girls in the digital era are able to express themselves in each different fashion with own individuality, preference or intention, as they are particularly interested in clothes or their appearances. Their consciousness of fashion became visible in a shape of negative attitude and dissatisfaction with uniforms due to its out-of-date design, lack of features and inconvenience in action. Besides more than half of high school girls already experienced reforming it for better looks. As a result of current analysis on references of uniform designs, various levels of refinement were noticed even in uniform of similar details, design, fabric textile and color due to differences on size & length of jacket collar, dart, cutting line, size of details, decorative line, easiness in fit, length of clothes, and etc. To provide students of more refined and desired designs which reflect their demands, current uniforms are to begin acquiring delicate changes with present vogue and feature such as size of details, silhouette, cutting line, decorative line and etc. In addition newly designed uniforms are to present desirable design with image of refinement and neat as they actively comprehend students' needs within its symbolic, functional, economic and aesthetic characteristics by nature.

• 대한치과기공학회지
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• 제37권3호
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• pp.169-178
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• 2015

Purpose: This study was to investigate usage satisfaction of multi type handpiece with equipped air-jet function Methods: The subjects of this study through the survey was conducted for fifty-nine dental technicians in Daegu and Gyeongsangbukdo from the May 7 to 19, after the June 23 to July 4 2014. The survey was about the function and quality through user testing environment by cutting zirconia specimens using appliance for zirconia. The collected date was analyzed by the statistical program SPSS Win Ver 19.0 for the satisfaction of handpiece and control system. To test for significance on each item, p<0.05 had been decided a standard. General characteristics and relationship between the handpiece and control system was performed correlation analysis. Results: The results of this study is as follows. 35 dental technicians had 1~2 years career in zirconia part as the highest 59.3%, 95% of subjects expected that the prospects for the zirconia material have bright prospects. The satisfaction of multi type handpiece and control system design and function showed a significant difference. Subjects satisfied with the design and function of the multi type showed negative correlation with those of Standard. The satisfaction of multi type handpiece showed 3.37 points of air jet, 3.05 points of noise level, 2.69 points of water flow rate, and 1.98 points of cruise function. Sample differences in all parameters showed a statistically higher difference. Conclusion: High-speed cutting mechanism of multi-type is recommended working with zirconia materials and the multi-type unit combined handpiece motor, air-turbine and air-gun will be expected the increase of user due to the high satisfaction of air jet.

• Journal of Animal Science and Technology
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• 제63권4호
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• pp.799-814
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• 2021

Information is lacking about the effect of date of a fall cut of alfalfa (Medicago sativa L.) on dry matter yield (DMY), forage nutritive value, and stands persistence. The objective of this study was to determine the effect of timing of a fall cut on DMY, forage nutritive value and stand persistence of three alfalfa varieties: low-lignin Hi-Gest 360, Roundup Ready Tonica, and conventional Gunner in Northeastern Kansas in the United States. The field study was carried out by splitting plot in randomized complete block design with four replications. The harvesting data of different maturity stages were collected in each year from 2015 to 2018. Three cuts were harvested based on the stage of maturity, and the last (fourth) cut was done on September 15, September 30, October 15, and October 30 of each year. The persistence of the alfalfa stands was determined each fall after the last cut, and each spring after the first cut, by counting the number of live plants in a randomly placed quadrat in each plot. Alfalfa cut on September 15 and September 30 had a higher stand persistence compared to alfalfa cut on October 15 and October 30. The DMY of the first cut in 2016 was significantly higher in roundup ready than the low-lignin alfalfa variety. In the second cut, DMY was significantly higher in conventional alfalfa than the roundup ready. There were no significant differences in DMY between alfalfa varieties in the rest of seasonal cuttings in 2016 and 2017 and annual total yield in both years. In general, low lignin alfalfa variety had higher crude protein and relative feed value and lower acid detergent fiber and neutral detergent fiber contents than those in roundup ready and conventional alfalfa varieties. On average, nutritive value of alfalfa was generally affected by last cutting dates in 2017. Based on 3-year data the last cutting of alfalfa in the fall could be done by September 30-October 15 without harmful effect on DMY.