• Title/Summary/Keyword: max.min composition

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A Study on Forecasting Accuracy Improvement of Case Based Reasoning Approach Using Fuzzy Relation (퍼지 관계를 활용한 사례기반추론 예측 정확성 향상에 관한 연구)

  • Lee, In-Ho;Shin, Kyung-Shik
    • Journal of Intelligence and Information Systems
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    • v.16 no.4
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    • pp.67-84
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    • 2010
  • In terms of business, forecasting is a work of what is expected to happen in the future to make managerial decisions and plans. Therefore, the accurate forecasting is very important for major managerial decision making and is the basis for making various strategies of business. But it is very difficult to make an unbiased and consistent estimate because of uncertainty and complexity in the future business environment. That is why we should use scientific forecasting model to support business decision making, and make an effort to minimize the model's forecasting error which is difference between observation and estimator. Nevertheless, minimizing the error is not an easy task. Case-based reasoning is a problem solving method that utilizes the past similar case to solve the current problem. To build the successful case-based reasoning models, retrieving the case not only the most similar case but also the most relevant case is very important. To retrieve the similar and relevant case from past cases, the measurement of similarities between cases is an important key factor. Especially, if the cases contain symbolic data, it is more difficult to measure the distances. The purpose of this study is to improve the forecasting accuracy of case-based reasoning approach using fuzzy relation and composition. Especially, two methods are adopted to measure the similarity between cases containing symbolic data. One is to deduct the similarity matrix following binary logic(the judgment of sameness between two symbolic data), the other is to deduct the similarity matrix following fuzzy relation and composition. This study is conducted in the following order; data gathering and preprocessing, model building and analysis, validation analysis, conclusion. First, in the progress of data gathering and preprocessing we collect data set including categorical dependent variables. Also, the data set gathered is cross-section data and independent variables of the data set include several qualitative variables expressed symbolic data. The research data consists of many financial ratios and the corresponding bond ratings of Korean companies. The ratings we employ in this study cover all bonds rated by one of the bond rating agencies in Korea. Our total sample includes 1,816 companies whose commercial papers have been rated in the period 1997~2000. Credit grades are defined as outputs and classified into 5 rating categories(A1, A2, A3, B, C) according to credit levels. Second, in the progress of model building and analysis we deduct the similarity matrix following binary logic and fuzzy composition to measure the similarity between cases containing symbolic data. In this process, the used types of fuzzy composition are max-min, max-product, max-average. And then, the analysis is carried out by case-based reasoning approach with the deducted similarity matrix. Third, in the progress of validation analysis we verify the validation of model through McNemar test based on hit ratio. Finally, we draw a conclusion from the study. As a result, the similarity measuring method using fuzzy relation and composition shows good forecasting performance compared to the similarity measuring method using binary logic for similarity measurement between two symbolic data. But the results of the analysis are not statistically significant in forecasting performance among the types of fuzzy composition. The contributions of this study are as follows. We propose another methodology that fuzzy relation and fuzzy composition could be applied for the similarity measurement between two symbolic data. That is the most important factor to build case-based reasoning model.

Effect of Pressurization Training with Walking on Body Composition, Respiratory Function, and Cardiovascular Response in Middle-Aged Obese Women (중년 비만여성들의 가압 트레이닝이 체성분, 호흡·순환계 기능 및 심혈관 반응에 미치는 효과)

  • Choi, Hyun-Min;Lee, Dong-Jun
    • Journal of Life Science
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    • v.22 no.4
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    • pp.545-551
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    • 2012
  • Pressurization walk training (PWT) with blood flow occlusion has been investigated with regard to muscle hypertrophy and physical fitness function in athletes and healthy people. However, the cardiorespiratory and cardiovascular responses of obese people to PWT are unknown. Thus, we investigated the effects of PWT on body composition (Weight, FM, LBM, %fat, BMI), cardiovascular responses (HR, SV, CO, TVC), and cardiorespiratory responses ($VO_2max$, VEmax, HRmax) in middle-aged obese women. They participated in walk training with (n=15) blood flow occlusion and cross-sectional areas of the quadriceps on both legs. Five sets of 3-min walking (5.5 km/h at 5% grade) and 1-min resting were performed twice a day, 5 days/week for 3 weeks. The results showed that the LBM was significantly increased, and decreased body weight of reducing FM, %bodyfat in PWT ($p$<0.05). For the cardiovascular response, SBP and TPR were significantly decreased ($p$<0.05), and CO increased ($p$<0.05). In addition, the $VO_2max$ and VEmax were improved through PWT. Therefore, this study suggests that the presence of obesity in middle-aged women may result in body composition, cardiorespiratory, and cardiovascular responses caused by PWT.

The Effect of Coloring Condition on the Surface Characteristic of 304 Stainless Steel (304 스테인리스강의 착색 처리 조건이 표면 특성에 미치는 영향)

  • Kim, Ki-Ho
    • Journal of the Korean institute of surface engineering
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    • v.44 no.5
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    • pp.220-225
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    • 2011
  • 304 stainless steel plate was colored by hot dip and electrochemical treatment in a solution containing sulphuric and chromic acids. In the process, treatment variables such as operating time and methode were changed. The surface characteristics that changed by the treatment of the samples such as surface composition, oxide film thickness, color, surface roughness and reflectivity were studied. Surface composition was varied as follows. Fe was decreased, but Cr and O were increased. Ni was increased until 20 min, but reveals decreasing tendency as time passed after that. These means the surface film becomes chrome rich oxide phase as the treatment times increase. The thickness of film was about 220 nm at 30 min by dip treatment and it reduced as the treatment times increased. On the other hand, the thickness was about 150 nm at 10 min by electrochemical method and it doesn't increased with time. Surface color changed from metallic white of the base plate to gray, black, red, and green-blue, gradually, as the treating time increased. The reflectivity of colored surface measured by UVVIS-NIR spectrophotometer was reduced from max 38% of basis metal to min 3.5%.

Evaluation of Material Characteristics with Sintering Temperature in Ti2AlC MAX Phase Material using Spark Plasma Sintering Method (방전플라즈마 소결법을 이용한 Ti2AlC Max Phase 소결체의 소결온도 변화에 따른 재료 특성 평가)

  • Lee, Chang-Hun;Baek, Gyung Rae;Jung, Hee Sang;Jeong, Young-Keun;Kang, Myung Chang
    • Journal of Powder Materials
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    • v.22 no.3
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    • pp.175-180
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    • 2015
  • In this study, ternary compound Max Phase $Ti_2AlC$ material was mixed by 3D ball milling as a function of ball milling time. More than 99.5 wt% pure $Ti_2AlC$ was synthesized by using spark plasma sintering method at 1000, 1100, 1200, and $1300^{\circ}C$ for 60 min. The material characteristics of synthesized samples were examined with relative density, hardness, and electrical conductivity as a function of sintering temperature. The phase composition of bulk was identified by X-ray diffraction. On the basis of FE-SEM result, a terraced structures which consists of several laminated layers were observed. And $Ti_2AlC$ bulk material obtained a vickers hardness of 5.1 GPa at the sintering temperature of $1100^{\circ}C$.

Pharmacokinetics of Ethanol After Oral Administration of Aspartate-Containing Compositions (Aspartate함유 복합성분과 Ethanol의 약물동태학적 거동)

  • Kim, Tae-Wan;Lee, Beom-Jin;Choi, Han-Gon;Kim, Chong-Kook;Shin, Hee-Jong;Kim, Jung-Woo
    • Journal of Pharmaceutical Investigation
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    • v.27 no.3
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    • pp.181-187
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    • 1997
  • The purpose of this work was to investigate pharmacokinetics of alcohol as a function of dose and time of administration of ethanol. The pharmacokinetics of alcohol 15 min after and before oral administration of aspartate-containing compositions to rats were also evaluated. The retention time of acetaldehyde, alcohol and isopropyl alcohol an internal standard in gas chromatogram was 3.6, 6.0 and 10.5 min, respectively. The maximum concentration of alcohol $(C_{max})$ and area under the blood concentration (AUC) were significanly increased as a function of ethanol dose in a nonlinear fashion. The significant diurnal variation of alcohol pharmacokinetics was also noted, showing fast metabolism and elimination when given orally in the night time. When APAP was given after administration alcohol (1g/kg) to rats, AUC and $C_{max}$ were increased when compared to alcohol only. However, AUC and $C_{max}$ were decreased when aspartate or standard complex compositions containing aceaminophen (APAP, 250mg). sodium L-aspartate(25 mg), dl-methionine (125 mg) and anhydrous caffeine (25 mg) was orally given by coupling malate/asparate shuttle in hepatocyte. The blood alcohol concentration profiles between aspartate and standard complex compositions were similar when given before or after administration alcohol (1g/kg) to rats. No significant difference of administration sequence was observed. However, it was noted that AUC and $C_{max}$ of standard complex compositions given before alcohol administration were significantly lower when compared with alcohol only. Based on these findings, dose, time of administration and composition of drugs to improve alcohol metabolism and elimination were considered to be important in the pharmacokinetics of alcohol. The administration sequence of drug compositions and alcohol might be also considerd.

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Spatial Characteristics and Facility Operation by the Type of Management of Multipurpose Senior Center - Focused on the Youngnam Metropolitan Areas - (노인복지회관의 운영형태별 공간특성과 시설운영 비교분석 - 영남권 광역시 중심으로 -)

  • Choi Jun-Ho;Seo Ji-Eun;Lee Jeong-Ho
    • Journal of the Korean housing association
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    • v.16 no.6
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    • pp.83-92
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    • 2005
  • The purpose of this study was to analyze characteristics such as spatial composition, areas, location of functional unit space and comparing the type and the number of operating programs by type of managements of multipurpose senior center in Youngnam metro area. first, the consignation management facilities had functional unit space of 152 things and the direct management facilities had 115 things. When comparing average areas composition ratio, direct management is public welfare, social education, public part, medical and rehabilitation order and consignation management is public part, social education, public welfare and rest part order. Second, medical part must be located around the first floor or the elevator, because many people can frequently use this area at the same time. Third, as a result of analysis of management programs indicated that the total number of programs is as a whole 74 things a range of $min12\~max20$ in the each direct management facilities and 111 things a range of $min20\~max24$ in the each in the each consignation management facilities. This fact shows that consignation management provided many people with more various programs than direct management. Finally, the number of staff in the direct management is less than consignation management. When comparing programs per staff and space, the direct and consignation management each appeared (2.74, 0.64) and (1.35, 0.73). This fact implied that the consignation management was more specialized than direct management in the service and function.

Development of PTCR compositions for automobile (자동차용 PTC써미스터 조성개발에 관한 연구)

  • 김복희;문지원;전형탁;최연규;손명성;김기주
    • Journal of the Korean Crystal Growth and Crystal Technology
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    • v.8 no.1
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    • pp.151-159
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    • 1998
  • Elelctrical properties of $BaTiO_3$ were characterized with addition of $Y_2O_3, CaO,SiO_2$ and Mn to develope the composition of PTC thermistor suitable as a current limiting device for automobile motor system. With the addition of 0.2 mol% $Y_{2}O_3$ to $BaTiO_3$, the minimum resistance of 16.5 ${\Omega}{\cdot}$cm was obtained at room temperature. $(Ba_{0.996}Y_{0.004})TiO_3$ exibited a minimum resistance of 50${\Omega}{\cdot}$cm with addition of 1.6 mol% $SiO_2$. The grain size of $(Ba_{0.996}Y_{0.004})TiO_3$ decreased from 34.95 ${\mu}$m to 13.4 ${\mu}$m and thus breakdown voltage could be improved by changing the composition as $(Ba_{0.996}Y_{0.004}Ca_{0.05}) TiO_3$ with substition of 5 mol% Ca into Basites. When 0.04 mol% Mn was added, the optimum PTCR properties could be obtained : the resistivity at room temperature and ${\rho}_{max}/{\rho}_{min}$ were 30~40${\Omega}{\cdot}$cm and $1.5{\times}10^5$ respectively.

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