• Title/Summary/Keyword: Over 90 years

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A Genetic Algorithm-based Classifier Ensemble Optimization for Activity Recognition in Smart Homes

  • Fatima, Iram;Fahim, Muhammad;Lee, Young-Koo;Lee, Sungyoung
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.7 no.11
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    • pp.2853-2873
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    • 2013
  • Over the last few years, one of the most common purposes of smart homes is to provide human centric services in the domain of u-healthcare by analyzing inhabitants' daily living. Currently, the major challenges in activity recognition include the reliability of prediction of each classifier as they differ according to smart homes characteristics. Smart homes indicate variation in terms of performed activities, deployed sensors, environment settings, and inhabitants' characteristics. It is not possible that one classifier always performs better than all the other classifiers for every possible situation. This observation has motivated towards combining multiple classifiers to take advantage of their complementary performance for high accuracy. Therefore, in this paper, a method for activity recognition is proposed by optimizing the output of multiple classifiers with Genetic Algorithm (GA). Our proposed method combines the measurement level output of different classifiers for each activity class to make up the ensemble. For the evaluation of the proposed method, experiments are performed on three real datasets from CASAS smart home. The results show that our method systematically outperforms single classifier and traditional multiclass models. The significant improvement is achieved from 0.82 to 0.90 in the F-measures of recognized activities as compare to existing methods.

The Effect of Danhak Exercise on Obesity and Blood Lipoprotein Profiles in Older Women (단학 운동이 고령 여성의 비만 및 혈액 지단백질에 미치는 영향)

  • Kim, Jong-Hyun;Ha, Aew-Ha
    • The Korean Journal of Food And Nutrition
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    • v.22 no.4
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    • pp.554-559
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    • 2009
  • The purpose of this study was to determine changes in body composition and blood lipids and to analyze the effects of Danhak exercise for 3 months in older women. For this study, 35 female subjects 60 to 70 years of age were recruited and administered 90 min of Danhak exercise, five times per week for three months by a professional coach. The results of this study were as follows: At baseline, the mean BMI(body mass index) and body fat(%) were 23.9 kg/$(m)^2$ and 32.4$\pm$4.9(%), respectively. The mean WHR(waist-hip ratio) was 0.91$\pm$0.04 and all subjects were determined to be abdominally obese. A significantly lower body fat was observed after 3 months of Danhak exercise(p<0.05). However, there were no significant differences in BMI, WHR or body weight before and after exercise. Danhak exercise also resulted in a decrease in total cholesterol and an increase in HDL(high density lipoprotein, and these differences were significant. Taken together, the results of this study indicate that the effects of Danhak exercise were similar to those of aerobic exercise with respect to improve body fat(%) and blood lipid profiles, which suggests that Danhak is a profitable exercise for individuals aged 60 and over.

A Reform of Two to One Dwelling Unit for Three Generation Family Living of Small Houses (3대 동거가족을 위한 소형 아파트 2호1주택 리폼 연구)

  • Shon Seung Kwang
    • Journal of the Korean housing association
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    • v.16 no.2
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    • pp.83-90
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    • 2005
  • A goal of this research is to propose the remodeling possibility from deteriorated stock apartment housing, to three generation family living in a dwelling unit for low incomes. An apartment housing which was built from 1970s, is accumulated over $55\%$ of the stock housing in Korea, many of them are confront with a rebuilding in a short usage of twenty years below. They are small one, and many of the residence complain narrow and small space compare to economic growth and their needs. This article deals the reform of two to one dwelling units, that it can be use for three generation family living as a new residence, because its spatial character is more controled privacy condition as a four bay spatial organization in the dwelling. The reform simulated in a 10, 13, 14, 15, and 16 pyung, the remodeling size became from 20 to 30 pyung, and its reform can be apply to extend life cycle of a stock confront with redevelopment. The possibility of the reform houses have more intensive privacy in a house compare with same area of new apartment. It tells us that we can recycle the deteriorate apartment house into three generation family living use, and it will be clue to change slum clearance into reform and recycle of deteriorate apartment house.

Gas-particle Partitioning of Organochlorine Pesticides in Atmosphere (대기 중 유기염소계 살충제의 가스-입자 분배)

  • Choi, Min-Kyu;Chun, Man-Young
    • Journal of Korean Society for Atmospheric Environment
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    • v.23 no.4
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    • pp.457-465
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    • 2007
  • This study was performed to estimate the gas-particle partitioning of organochlorine pesticides (OCPs) in atmosphere, the samples were collected by PUF high volume air sampler for two years from June, 2000 to June, 2002. The gas phase fraction of ${\alpha/\gamma}-HCH$, heptachlor epoxide, ${\alpha/\gamma}-chlordane$ and trans-nonachlor was over 90%. But the gas phase fraction of ${\beta}-HCH$, p,p'-DDE, endosulfan sulfate, p,p'-DDD and p,p'-DDT was range of 20% through 80%, which means the gas phase fraction of OCPs components described above is sensitive to temperature. The correlation between the gas phase fraction and molecular weight of each OCPs component was not found in this research. The slope of regression line between gas-particle partitioning coefficient(${\log}K_p$) and subcooled liquid vapor(${\log}{P^o}_L$), gal-particle partitioning coefficient(${\log}K_p$) and octanol-air partitioning coefficient(${\log}K_{oa}$) which show -0.54 and 0.43 was not steep. So the equilibrium state between gas and particle was not reached and in this state the particulate fraction was low.

Development of a Zero Discharge and Reuse System for Rural Areas (농촌지역을 위한 무방류 재이용시스템 개발)

  • Hong, Min;Choi, Kyung-Sook
    • Journal of The Korean Society of Agricultural Engineers
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    • v.51 no.6
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    • pp.91-96
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    • 2009
  • This study describes a zero discharge and reuse system developed for rural areas. The purpose of the system is decontamination of used irrigation water for down-stream usage and reuse of wastewater in rural villages for preventing water shortage problem expected to happen in near future. The system consists of anoxic, FES (Ferrous Electricity System), Oxic, Cralifier processes. The main feature of the system is to remove phosphorous by using Fe-ionizing module. Indoor experiments were undertaken with a trial product of the system to test its performance. The removal capacities of T-P, T-N, and BOD were examined. Also the proper time for the replacement of iron plate module was tested as well as the efficiency of T-P removal rate based on the usage of an automatic washing system for the iron plate. As results, the system showed very good water purification performances through obtaining the results of over 90% removal rates from T-P, BOD, and 67% from T-N. The proper time period for replacement of iron plate was maximum 2 years, and also efficiency of T-P removal rate found to be greatly influenced by the usage of an automatic washing system from the test.

Bioequivalence of Hepaphil Soft Capsule to Nissel Tablet (닛셀정에 대한 헤파필연질캡슐의 생물학적 동등성 평가)

  • Ko, In-Ja;Chi, Sang-Cheol
    • YAKHAK HOEJI
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    • v.48 no.6
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    • pp.379-383
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    • 2004
  • Biphenyl dimethyl dicarboxylate (DDB) has been used for the treatment of chronic viral hepatitis B and drug-induced hepatitis through the inhibition of lipid peroxidation and c ovalent binding of drug metabolites to lipids of microsomes. The bioequivalence of two DDB products was evaluated according to the guidelines of KFDA. The test product was Hepaphil soft capsule(R) made by KMS Pharm. Co. Containing 3 mg DDB and the reference product was Nissel tablet(R) made by Taerim Pharm. Co. Containing 25 mg DDB. Twenty healthy male subjects, 25.4(22~30) years old and 66.7(54~77)kg, were divided into two groups and a randomized $2{\times}2$ cross-over study was employed. After two tablets or two capsules were orally administered, blood was taken at predetermined time intervals and the concentration of DDB in plasma was determined using a validated HPLC method with UV detector. Two pharmacokinetic parameters, $AUC_t$ and $C_{max}$, were calculated and analyzed statistically for the evaluation of bioequivalence of the two products. Analysis of variance was carried out using logarithmically transformed parameter values. The 90% confidence intervals of $AUC_t$ and $C_{max}$ were log 0.91~log1.00 and log 1.05~log 1.15, respectively. These values were within the acceptable bioequivalence intervals of log 0.8 to log 1.25. Thus, the criteria of the KFDA guidelines for the bioequivalence was satisfied, indicating that Hepaphil soft capsule is bioequivalent to Nissel tablet.

Evaluate of Electrochemical Characteristics in Electrolyzed Reduced Water

  • Park, Sung-Ho;Yun, Su-Jin;Kim, Jeong-Sik;Shin, Hyun-Su;Park, Soo-Gil
    • Journal of Electrochemical Science and Technology
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    • v.2 no.2
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    • pp.85-90
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    • 2011
  • Active oxygen species or free radicals are considered to cause extensive oxidative damage to biological macromolecules, which brings about a variety of diseases as well as aging. Electrolyzed reduced water(ERW) has been regarded as a ideal antioxidative agent in recent years. ERW is produced by passing a diluted salt solution through an electrolytic cell, within which the anode and cathode are separated by membrane. It can be produced reactive materials in ERW near the cathode during the electrolysis of water. ERW have the following advantages over other traditional cleaning agents: effective antioxidative agent, easy preparation, inexpensive, and environmentally friendly. The main advantage of ERW is its safety and antioxidative effect. ERW with strong reducing potential can be used to remove dirt and grease from items such as cutting boards and other kitchen utensils. The primary aim of this study is the activation mechanism of oxidation reduction potentials, ion conductivity, pH, and electrochemical properties with reactive materials in ERW.

CLINICAL STUDY ON SUCCESS RATE OF TG OSSEOTITE IMPLANT (TG Osseotite 임플란트의 성공률에 대한 임상적 연구)

  • Oh, Sung-Hwan;Min, Seung-Ki;Chae, Young-Won
    • Maxillofacial Plastic and Reconstructive Surgery
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    • v.27 no.1
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    • pp.39-47
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    • 2005
  • The purpose of this study is to review the prognosis of the TG Osseotite implant(3i Co, USA) placed in partial edentulous area of oral cavity and to suspect the possible causes leading to failure. 124 TG Osseotite implants that had been inserted between 2000 - 2002 were followed up for 2 years(avg : 9.5 months) in function. Medical records, and radiographs were evaluated and analyzed by the over all success rate, gender and age factor, general disease, implant fixture length and diameter, implant site, bone density, and various surgical methods. Chi square test was used statistically. Of the 124 TG Osseotite implants, 9 implants(7.3%) were removed in early phase and 3 implants(2.4%) were in late phase. The cumulative survival rate was 90.2%. The failure of the TG Osseotite implant was closely related with the use of bone graft techniques such as sinus elevation or immediate implantation and not with the age, sex, general disease, implant site, bone density of implanted site. The failure of the TG Osseotite implant was well developed when it was the wide type of implant and it was inserted for single tooth replacement. The developement of peri-implantitis was the most important factor in the failure of the TG Osseotite implant.

Present status and prospects of Haemophilus influenzae type b(Hib) immunization (Haemophilus influenzae type b(Hib) 백신 접종의 현황과 전망)

  • Kim, Kyung Hyo
    • Clinical and Experimental Pediatrics
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    • v.49 no.3
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    • pp.242-250
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    • 2006
  • Haemophilus influenzae type b(Hib) conjugate vaccines prevent Hib disease in individuals and reduce the carriage and transmission of the organism in the community. The incidence of Hib disease has been decreased dramatically in a diverse range of countries through the use of a variety of conjugate vaccines and vaccine schedules. In some countries, the vaccine has caused a near-disappearance of invasive Hib disease through a combination of direct protection and herd immunity. The effectiveness of the vaccine was not modified by the type of conjugate vaccine, the number of doses given(two, three or four), age at first vaccination(two months, 42 to 90 days, three months) and whether the vaccine was tested in an industrialized or developing country. Over 15 years of international experience with vaccines has also demonstrated that they are safe. In 2004, Hib vaccines were adapted in routine immunization in 92 countries in the world. Decisions regarding the use of the Hib vaccine in routine immunization schedules depend not only on the effectiveness and efficacy of the vaccine but also on factors such as burden of disease, vaccine cost, and competing priorities. In Korea, Hib disease burden seemed to be lower than other developed countries(~10/100,000). Moreover Hib vaccines showed excellent immunogenicity in Korean children in many studies. Therefore, a potential approach to economize the cost of Hib vaccines could be to explore the possibilities of using reduced vaccine doses for immunization as some other countries.

Overview of Propulsion System Performance for Lunar Orbiter and Recent Development Status (달 탐사위성용 추진시스템의 성능 및 최신 개발동향)

  • Lee, Kyun-Ho
    • Journal of the Korean Society of Propulsion Engineers
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    • v.15 no.1
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    • pp.90-101
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    • 2011
  • From 1990s, the lunar exploration programs, suspended over 20 years after the project Apollo's first successful human landing on the Moon in 1969, have been restarted according to a revived interest in Moon. In recent, several nations progress their own lunar exploration program successfully. In this report, to investigate the technical trends of the onboard propulsion system for the lunar orbiter, technical features related to the performance of the propulsion system of the lunar orbiters developed since 1990 are surveyed. In the future, it is expected that this technical report can provide a fundamental guideline for selecting a proper type of the onboard propulsion system for the domestic lunar orbiter.