• Journal of information and communication convergence engineering
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• 제19권1호
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• pp.54-60
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• 2021

Various digital devices were supplied throughout the Fourth Industrial Revolution. Accordingly, the importance of data processing has increased. Data processing significantly affects equipment reliability. Thus, the importance of data processing has increased, and various studies have been conducted on this topic. This study proposes a modified Gaussian filter algorithm based on a fuzzy membership function. The proposed algorithm calculates the Gaussian filter weight considering the standard deviation of the filtering mask and computes an estimate according to the fuzzy membership function. The final output is calculated by adding or subtracting the Gaussian filter output and estimate. To evaluate the proposed algorithm, simulations were conducted using existing additive white Gaussian noise removal algorithms. The proposed algorithm was then analyzed by comparing the peak signal-to-noise ratio and differential image. The simulation results show that the proposed algorithm has superior noise reduction performance and improved performance compared to the existing method.

• 한국재료학회지
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• 제34권7호
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• pp.363-369
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• 2024

In this study, the magnetocaloric effect and transition temperature of bulk metallic glass, an amorphous material, were predicted through machine learning based on the composition features. From the Python module 'Matminer', 174 compositional features were obtained, and prediction performance was compared while reducing the composition features to prevent overfitting. After optimization using RandomForest, an ensemble model, changes in prediction performance were analyzed according to the number of compositional features. The R2 score was used as a performance metric in the regression prediction, and the best prediction performance was found using only 90 features predicting transition temperature, and 20 features predicting magnetocaloric effects. The most important feature when predicting magnetocaloric effects was the 'Fe' compositional ratio. The feature importance method provided by 'scikit-learn' was applied to sort compositional features. The feature importance method was found to be appropriate by comparing the prediction performance of the Fe-contained dataset with the full dataset.

• 한국주거학회논문집
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• 제17권5호
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• pp.159-167
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• 2006

This study is analyzed comparison about the component ratio of dwelling space in the existing plan and residents dwelling needs. Also, it is analyzed the residence factors of area component change that residence satisfaction and importance according to the behavioral patterns of residents. The results are as follows. 1) Total area component ratio of the existing plan was 39.5:40.8:19.7% and dwelling consciousness one was 36.4:44.0:19.6%. Compared private space with public space, public area requested increase rather than private area. 2) In the 17, 19pyung-types dwellers are not happy about dining kitchen and utility room and types of 21, 23pyung-types are dissatisfied in room-2 and room-3, living room and dining kitchen are dissatisfied, too. In case of areas over 25pyung-types are dissatisfied in room-3 and room-4. 3) The behavioral patterns of apartment residents were classified six acts, and the most significant factors are appeared associated the acts of ceremony, relation of neighborship, and reception. The next significant factors are appeared associated the acts of family relation, about food life. So, it is concerned with the scale of public room.

• 한국초지조사료학회지
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• 제43권1호
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• pp.1-10
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• 2023

본 연구는 우리나라(1982-2014년)의 오차드그라스 생산량에 대한 기후 및 재배관리 요인의 중요도를 확인하는 것을 목적으로 수행하였다. 기후는 1월 평균기온(MTJ, ℃), 1월 최저기온(LTJ, ℃), 생육일수 0-5일(GD 1, 일), 생육일수 5-25일(GD 2, 일), 하고일수(SSD, day), 강우일(RD, day), 누적강우량(AR, mm), 일조시간(SD, hr)을 고려하였다. 관리는 조성연차(EP, 0-6년)과 예취횟수(NC, 2-5년)를 측정하였다. 퍼셉트론 방법을 사용한 신경망 모델을 사용하여 오차드그라스의 생산량에 대한 중요도를 추정하였다. 그 결과 EP가 가장 중요한 변수(100%)였으며, RD(82.0%), AR(79.1%), NC(69.2%), LTJ(66.2%), GD 2(63.3%), GD 1 순이었다. (61.6%), SD(58.1%), SSD(50.8%) 및 MTJ(41.8%). 이는 EP, RD, AR, NC가 다른 것보다 중요하다는 것을 의미한다. 우리나라의 연간 강수량은 과수원의 생육에 필요한 양을 초과하므로 배수관리를 통해 적정량 이상의 호우로 인한 피해를 줄일 수 있다. 이는 과수원을 재배할 때 통제 가능한 요인이 상대적으로 중요하다는 것을 의미한다. 비록 본 연구가 신경망 모델에 의해 기후가 생산량에 미치는 구체적인 영향을 해석하는데 한계가 있지만, 주요 요인 선정을 통해 향후 수량 예측 및 기후변화에 의한 피해 추정 연구에 도움이 될 것으로 기대된다.

• 한국지역지리학회지
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• 제11권6호
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• pp.571-584
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• 2005

우리나라의 과도한 수도권 인구집중은 지역불균형발전의 원인으로 최근 지역인적자원육성 측면에서 중요한 문제로 제기된다. 인구이동은 지리적 이동임과 동시에 사회적 이동으로 수도권으로의 인구이동을 유출지역 입장에서 접근해 보면 유출지역의 배출요인과 이주자의 선별성으로 구분지어 검토해 볼 수 있다. 수도권으로의 이주에 이들이 미치는 상대적 중요도를 보면 전체적으로 연령이 가장 중요하게 나타나며, 제조업 비율, 농촌/도시가 이전에는 중요하였으나 점차 최근으로 오며 교육수준, 노동직 비율, 제조업 비율, 그리고 실업률이 중요한 지역 특성 변수로 등장하고 있다. 불균형발전이 심화되어 있는 우리나라의 실정에서 두뇌유출은 현실로 나타나고 있기에 이러한 결과는 지역차원의 인재육성과 더불어 지역내에서 양질의 취업기회를 통한 이들 인재의 확보를 위한 고려가 필요함을 보여주고 있다.

• 대한공업교육학회지
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• 제30권2호
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• pp.82-103
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• 2005

The purpose of this study was to develop and present the accreditation criteria for engineering technology education programs in junior colleges. Research methods used in this study were review of related literature, experts discussion, and Delphi technique. Especially, Delphi technique was the major research method of this study. The Delphi surveys were taken for about seven weeks and three rounds at a higher level of expert participation. Major results of the study were as follows: 1. It proved that thirty six of total forty items had the content validity as the accreditation criteria of engineering technology education programs for junior colleges. CVR(Content Validity Ratio) of four items were below .33 and eliminated four items from the final accreditation criteria. 2. It proved that total Cronbach ${\alpha}$ was very high .9142 and reliability was very high all over items. It proved that six items made worse reliability, therefore it was desirable to exclude six items for increase of reliability. But the final accreditation criteria included six items, because they had a high validity as well as increasing rate of Cronbach ${\alpha}$ was very low with the exception of them. 3. Items of high importance were drawn out through analysis of importance. It proved that thirty of total forty items were more than 4.00 average in importance and ten items were less than average. 4. In conclusion, the final accreditation criteria were developed and presented through such analysis of validity, reliability and importance. The final accreditation criteria for engineering technology education programs in junior colleges were composed of seven domains of educational objectives, learning outcomes, curriculum, staff, facilities, institutional support, and student assessment.

• 한국산림과학회지
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• 제110권4호
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• pp.590-600
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• 2021

본 연구는 환경부에서 실시한 국가 장기 생태 연구를 위하여 구축된 지리산과 한라산의 구상나무림 1 ha(100 m×100 m)씩을 대상으로 흉고직경급 분포, 수간건강상태, 수관 계층구조, 중요치, 종다양도, DCA 분석을 통해 지리산과 한라산의 구상나무림 임분구조를 비교하기 위하여 실시하였다. 흉고직경급별 개체수 비교에서는 20 cm 미만에서는 한라산 구상나무의 개체수가 많았고 20 cm 이상에서는 지리산 구상나무의 개체수가 더 많이 나타났다. 구상나무 수간건강상태에서 곧게 서서 생육하는 개체(AS)의 비율이 지리산(72%)이 한라산(60.7) 보다 더 높게 나타났고 기울어 생육하는 개체(AL)의 비율은 한라산(10.2%)이 지리산(1.1%) 보다 더 높게 나타났다. 수관 계층구조를 살펴보면 지리산은 4개의 층위가 고르게 발달하고 각 층위의 구분이 명확히 구분되는 성숙한 임분의 형태를 보였지만 한라산은 10 m 미만의 아교목층을 제외한 3개의 층위로 발달하였다. 중요치 분석 결과 한라산 구상나무의 중요치(39.4)가 지리산 구상나무의 중요치(26.6) 보다 높게 나타났으며 종다양도는 지리산 구상나무림 종다양도(2.52)가 한라산 구상나무림의 종다양도(1.58) 보다 높게 나타났다. DCA 분석 결과 지리산과 한라산의 지소별 평균 거리가 비교적 명확히 구분되었고 지리산이 조사지간 종조성의 퍼져 있는 정도가 한라산에 비하여 상대적으로 조밀한 것으로 나타났다.

• 가정과삶의질연구
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• 제34권3호
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• pp.113-128
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• 2016

The Purpose of this study is to find the levels of keeping financial records among Korean households and to reveal the effect of keeping financial records on financial soundness of households. The 2014 Consumer Empowerment Index of the Korean consumer agency, which includes the surveyed results of 1,000 individuals, was analyzed as a secondary dataset. As a result, the following findings emerged during the study. First, 25.9% of consumers replied that they were keeping financial records. Factors associated with keeping financial records were gender and income. Women were more likely to keep financial records than men. Also, income had significant effects on keeping financial records. Second, levels of meeting percentages of financial ratios were highest in the debt to income ratio, which was 81.5%, and lowest in the investment ratio, which was 14.5%. Furthermore, 52.6% met the savings ratio, 40.6% met the emergency funds ratio, 24.6% met the retirement savings ratio. Meeting a percentage of the savings ratio did not fluctuated for 16 years, although the debt to income ratio has decreased around 15% since 1998. Third, keeping a household account book had signigicant influences on meeting percentages of financial ratios. Magnitudes of effects ranged between 1.4-1.8 odds, which were as much as the income effects. In summary, effects of keeping financial records were evidenced in this study. It is suggested that the importance of keeping financial records should be stressed in financial education and counseling programs.

• 한국항해학회지
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• 제10권2호
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• pp.83-96
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• 1986

In the restricted sea way such as fair way in harbor, narrow channel etc, the safe ship-handling is a very important problem, which is greatly related with turning ability of ships. It is of great importance that ship-handlers can grasp the position of pivoting point varying with time increase at any moment for relevant steering activities. Mean while, in advanced ship-building countries they study and investigated pivoting point related with turning characteristics, hut their main interest lies in ship design, not in safe ship controlling and maneuvering. In this regards it is the purpose of this paper to provide ship-handlers better under standing of pivoting point location together with turning characteristics and then to help them in safe ship-handling by presenting fact that pivoting points vary according to configuration of ships. The author calculated the variation of pivoting point as per time increase for various type of vessels, based on the hydrodynamic derivatives obtained at test of Davidson Laboratory of Stevens Institutes of Technology , New Jersey, U.S.A. The results were classified and investigated according to the magnitude of block coefficient , length-beam ratio, length-draft ratio, rudder area ratio ete, and undermentioned results were obtained. (1) The trajectory of pivoting point due to variation of rudder angle are all the same at any time, though the magenitude of turning circle are changed variously. (2) The moving of pivoting point is affected by the magnitude of block coefficient, length-beam ratio, length-draft ratio, however the effect by rudder area ratio might be disregarded. (3) In controlling and maneuvering of vessels in harbor, ship-handlers might regard that the pivoting point would be placed on 0.2~0.3L forward from center of gravity at initial stage. (4) The pivoting point of VLCC or container feeder vessels which have block coefficient more than 0.8 and length-beam ratio less than 6.5 are located on or over bow in the steady turning. (5) When a vessel intends to avoid some floating obstruction such as buoy forward around her eourse, the ship-handler might consider that the pivoting point would be close by bow in ballast condition and cloase by center of gravity in full-loaded condition.

• Journal of Veterinary Science
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• 제25권3호
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• pp.37.1-37.10
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• 2024

Importance: The portal vein to aorta (PV/Ao) ratio is used to assess the clinical significance of extrahepatic portosystemic shunt (EHPSS). Previous studies using computed tomography (CT) were conducted in dogs but not in cats. Objective: This study aimed to establish normal reference values for PV indices (PV/Ao ratio and PV diameter) in cats and determine the usefulness of these for predicting symptomatic EHPSS. Methods: This study included 95 dogs and 114 cats that underwent abdominal CT. The canine normal (CN) group included dogs without EHPSS. The cats were classified into feline normal (FN, 88/114), feline asymptomatic (FA, 16/114), and feline symptomatic (FS, 10/114) groups. The PV and Ao diameters were measured in axial cross-sections. Results: The group FN had a higher PV/Ao ratio than the group CN (p < 0.001). Within the feline groups, the PV indices were in the order FN > FA > FS (both p < 0.001). The mean PV diameter and PV/Ao ratio for group FN were 5.23±0.77 mm and 1.46±0.19, respectively. The cutoff values between groups FN and FS were 4.115 mm for PV diameter (sensitivity, 100%; specificity, 97.7%) and 1.170 for PV/Ao ratio (90%, 92.1%). The cutoff values between group FA and FS were 3.835 mm (90%, 93.8%) and 1.010 (70%, 100%), respectively. Conclusions and Relevance: The results demonstrated significant differences in PV indices between dogs and cats. In cats, the PV/Ao ratio demonstrated high diagnostic performance for symptomatic EHPSS. The PV diameter also performed well, in contrast to dogs.