• Title/Summary/Keyword: F-Measure

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Generally non-linear regression model containing standardized lift for association number estimation (연관성 규칙 수의 추정을 위한 일반적인 비선형 회귀모형에서의 표준화 향상도 활용 방안)

  • Park, Hee Chang
    • Journal of the Korean Data and Information Science Society
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    • v.27 no.3
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    • pp.629-638
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    • 2016
  • Among data mining techniques, the association rule is one of the most used in the real fields because it clearly displays the relationship between two or more items in large databases by quantifying the relationship between the items. There are three primary quality measures for association rule; support, confidence, and lift. We evaluate association rules using these measures. The approach taken in the previous literatures as to estimation of association rule number has been one of a determination function method or a regression modeling approach. In this paper, we proposed a few of non-linear regression equations useful in estimating the number of rules and also evaluated the estimated association rules using the quality measures. Furthermore we assessed their usefulness as compared to conventional regression models using the values of regression coefficients, F statistics, adjusted coefficients of determination and variation inflation factor.

Characteristics and response of mouse bone marrow derived novel low adherent mesenchymal stem cells acquired by quantification of extracellular matrix

  • Zheng, Ri-Cheng;Kim, Seong-Kyun;Heo, Seong-Joo;Koak, Jai-Young;Lee, Joo-Hee;Park, Ji-Man
    • The Journal of Advanced Prosthodontics
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    • v.6 no.5
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    • pp.351-360
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    • 2014
  • PURPOSE. The aim of present study was to identify characteristic and response of mouse bone marrow (BM) derived low-adherent bone marrow mesenchymal stem cells (BMMSCs) obtained by quantification of extracellular matrix (ECM). MATERIALS AND METHODS. Non-adherent cells acquired by ECM coated dishes were termed low-adherent BMMSCs and these cells were analyzed by in vitro and in vivo methods, including colony forming unit fibroblast (CFU-f), bromodeoxyuridine (BrdU), multi-potential differentiation, flow cytometry and transplantation into nude mouse to measure the bone formation ability of these low-adherent BMMSCs. Titanium (Ti) discs with machined and anodized surfaces were prepared. Adherent and low-adherent BMMSCs were cultured on the Ti discs for testing their proliferation. RESULTS. The amount of CFU-f cells was significantly higher when non-adherent cells were cultured on ECM coated dishes, which was made by 7 days culturing of adherent BMMSCs. Low-adherent BMMSCs had proliferation and differentiation potential as adherent BMMSCs in vitro. The mean amount bone formation of adherent and low-adherent BMMSCs was also investigated in vivo. There was higher cell proliferation appearance in adherent and low-adherent BMMSCs seeded on anodized Ti discs than machined Ti discs by time. CONCLUSION. Low-adherent BMMSCs acquired by ECM from non-adherent cell populations maintained potential characteristic similar to those of the adherent BMMSCs and therefore could be used effectively as adherent BMMSCs in clinic.

First Record of Paramphistomes Fischoederius cobboldi and Paramphistomum epiclitum Detected in Bovine Rumen from a Local Market of Savannakhet Province, Lao PDR

  • Sanguankiat, Surapol;Sato, Marcello Otake;Sato, Megumi;Maipanich, Wanna;Yoonuan, Tippayarat;Pongvongsa, Tiengkham;Boupha, Boungnong;Chigusa, Yuichi;Moji, Kazuhiko;Waikagul, Jitra
    • Parasites, Hosts and Diseases
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    • v.54 no.4
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    • pp.543-547
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    • 2016
  • In the present study, we report on the occurrence of paramphistomes, Fischoederius cobboldi and Paramphistomum epiclitum, in Lao PDR with the basis of molecular data. Parasite materials were collected from bovines bred in Ban Lahanam area, Savannakhet Province, Lao PDR at Lahanam public market. Morphological observations indicated 2 different species of paramphistomes. The mitochondrial gene cox1 of the specimens was successfully amplified by PCR and DNA sequencing was carried out for diagnosis of 11 specimens. Pairwise alignment of cox1 sequences were performed and confirmed F. cobboldi and P. epiclitum infecting bovines in Laos. Although there were many limiting points, as the small number of worm samples, and the restricted access of the animal host materials, we confirmed for the first time that 2 species of paramphistomes, F. cobboldi and P. epiclitum, are distributed in Lao PDR. More studies are needed to confirm the paramphistome species present in Savannakhet and its hosts to clear the natural history of these parasites of ruminants in the region and measure the impact of this parasite infection in the life and health of the local people.

Comparison of Postoperative Pain and Nausea and Vomiting between Desflurane and Desflurane-remifentanil Anesthesia for Gynecologic Laparoscopic Surgery (부인과 복강경 수술 대상자에서 Desflurane 마취와 Desflurane-remifentanil 병용마취 시 수술 후 통증과 오심.구토의 비교)

  • Lee, In-Suk;Kim, Yun-Mi
    • Women's Health Nursing
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    • v.21 no.1
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    • pp.1-10
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    • 2015
  • Purpose: The purpose of this study was to compare desflurane anesthesia with desflurane-remifentanil anesthesia by measuring postoperative pain, nausea and vomiting after gynecologic laparoscopic surgery. Methods: Data were collected using a random double blind method. The experimental group treated with desflurane-remifentanil anesthesia had a total of 25 patients. The control group had 20 patients who were treated with desflurane anesthesia. Pain (VAS), pushing PCA button, nausea and vomiting (VAS) were assessed at PACU (Post Anesthesia Care Unit) arrival, 10 min, 20 min, 30 min in PACU and 2 hrs, 6 hrs, 24 hrs, 48 hrs in ward. INVR was assessed at 24 hrs. Extra analgesics and extra antiemetics were measured in PACU and the ward. Data were analyzed using t-test and repeated measure using ANOVA. Results: The experimental group presented with more postoperative pain (F=7.55, p<.001) than the control group. The experimental group took more extra analgesics in PACU and pressed the PCA button more often for 6 hours. The experimental group complained more postoperative nausea (F=2.11, p=.043) than the control group and took extra antiemetics during postoperative period of 24 hours. Conclusion: We conclude that desflurane-remifentanil anesthesia needs better management than desflurane anesthesia due to increased pain, nausea & vomiting after gynecologic laparoscopic surgery.

A Development of Dedicated Data Logger for Wind Resource of Small Wind Power Generator (소형 풍력발전 적용 풍력자원조사를 위한 데이터로거 개발)

  • Youn, Young-Chan;Jeong, Moon-Seon;Kim, Sang-Man;Kim, Tae-Gon;Moon, Chae-Joo
    • Journal of the Korean Solar Energy Society
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    • v.32 no.3
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    • pp.146-152
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    • 2012
  • To install a wind power generator, the survey on the wind environment resources must be conducted in advance. The survey on the wind environment resources is to collect and analyze data regarding the wind speed and direction on a data logger. The data logger consists of a sensor, signal processing circuit and storage device. According to the analysis of the stored data, the amount of power generation by the types of generators can be predicted and the most optimal generator including safety grade can be selected, and in case of installing a generator in the future, it can be utilized as basic data regarding supporting base and foundation construction method of survey points. Data logger was developed for a small wind power generator that is suitable for the international standard(IEC 61400) by using DSP-F28335 micro controller in this paper. It was developed to measure the wind speed of 1 [m/s]~17 [m/s], the wind direction of 0 [$^{\circ}$]~359 [$^{\circ}$], and temperature of -30 [$^{\circ}C$]~50 [$^{\circ}C$], and the comparative experiment with other companies' data loggers was conducted, and an error was measured to be less than ${\pm}0.1$ [m/s] for wind speed and less than +1 [$^{\circ}$] for wind direction.

Systematic Measure of The Safety Accidents 'Preparation Behavior Manual' in Campground (캠핑장 안전사고 '대비 행동 매뉴얼'의 체계화 방안)

  • Yi, Joo-Wook;Kim, Yun-Sang;Han, Dong-Soo
    • Journal of Digital Convergence
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    • v.16 no.2
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    • pp.441-449
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    • 2018
  • This study is to organize the manual for the safety accidents in campsite. For this, analyzing the types of safety accidents and reviewing the regulations of campsite. Through theoretical considerations, the problem was diagnosed and the elements of improvement were presented. Eventually, part of the Responsive and Preventative Behavior manuals were developed to organize 'Preparation Behavior Manual'. Especially, examples of safety accident prevention behavior manual were divided into: 1st, suffocation, 2nd, traffic accident, 3rd, fire, 4th, and electrical accident. "S.A.F.E.", An example, was created with the accident specific initials that were more frequently caused. Furthermore, it was emphasized that it is necessary to process of understood by the user. Subsequent studies recommended the study of cases, improvement of safety management indicators, and the specialization of campground manager and safety guard.

QTL analysis of for micronutrient content in rice grain

  • Lee, Hyun-Sook;Shim, Kyu-Chan;Jeon, Yun-A;Ahn, Sang-Nag
    • Proceedings of the Korean Society of Crop Science Conference
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    • 2017.06a
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    • pp.144-144
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    • 2017
  • Micronutrients such as zinc (Zn), iron (Fe), manganese (Mn) have important roles for development and growth in plants but it also have roles in animals and humans. In previous studies, a Korean weedy rice, KH2J was selected to have tolerance to heavy metal, lead (Pb) compared with a cultivar, Milyang23. To identify QTLs for micronutrients concentration in grain, an F2 population (120 plants) were developed from a cross between KH2J and an indica rice cultivar, Milyang23. To measure the concentration of eight ions, Zn, Fe, Mn, Pb, calcium (Ca), copper (Cu), cadmium (Cd) and arsenic (As), grains were collected and digested with 65% nitric acid, and the ion contents were measured using inductively coupled plasma mass spectrometry. A total 27 putative quantitative trait loci (QTLs) were detected on 12 chromosomes by single point analysis and 22 putative QTLs were detected by composite interval mapping. The co-locations of QTL for Zn, Fe and Mn were observed on chromosome 5. The QTLs for Cd, Cu and Zn were co-localized on chromosome 10, and QTLs for Zn, As and Mn was on chromosome 12. The Zn concentration in F2 generation showed significant correlation with concentrations of As (r = -0.4), Cu (r = 0.5) and Fe (r = 0.2) (P < 0.01). Also, the Ca concentration was significantly related with Mn and Fe concentrations (P < 0.01). Fine mapping of these QTLs is underway to analyze their functional relationship.

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A study on the highly selective SiO2 etching using a helicon plasma (헬리콘 플라즈마를 이용한 고선택비 산화막 식각에 관한 연구)

  • 김정훈;김진성;김윤택;황기웅;주정훈
    • Journal of the Korean Vacuum Society
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    • v.7 no.4
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    • pp.397-402
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    • 1998
  • $SiO_2$ etch characteristics were studied as a function of the basic parameters, such as the main RF power and the operating pressure in a helicon plasma. $SiO_2$ etch characteristics were improved as the main RF power was increased and the operating pressure was decreased. $SiO_2$ etch selectivity over silicon increased from 2.9 to 25.33 when the RF input power increased from 300 W to 2 kW and from 2.3 to 16.21 when the operating pressure decreased from 10 mTorr to 1.5 mTorr with $C_4F_8$ plasma. We used a quadrupole mass spectrometer to measure the relative abundancies of various ionic and radical species to explain the experimental results and found that when the operating pressure is low and the RF input power is high, the highly selective $SiO_2$ etch is achieved as a result of density increment of the densities of various ionic species.

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College Students' Understanding of Elderly's Sexual Life (노인의 성 생활에 대한 대학생들의 인식도)

  • Lee, Inn-Sook
    • Research in Community and Public Health Nursing
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    • v.15 no.2
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    • pp.246-254
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    • 2004
  • Purpose: This study was to measure college students' understanding of elderly's sexual life. Method: For this study, questionnaires were distributed to 423 students in 'K' college of Chungcheongbuk-do during the period from November 17 to December 3 2003. Result: With regard to elderly's sexual life, 38.5% of the respondents answered' very important' or 'important'. With regard to disturbances of elderly's sexual life, 56.7% of the respondents answered 'because of aging', and 53.4% answered 'because of social and moral dignity'. Of the respondents, 95.0% agreed on elderly's acquaintance with the opposite sex, and 50.8% of respondents who agreed on it answered that the reason of elderly's acquaintance with the opposite sex was to get friends. The score of college students' understanding of elderly's sexual life was 2.64 out of 4 points. Among the areas in the questionnaire on understanding of elderly's sexual life, college students' attitude toward sexual life showed the highest score. The score of the necessity of education and counseling for elderly on sexuality and acquaintance with the opposite sex was 3.11 out of 4 points. Of the respondents, 84.4% agreed on education and counseling on sexuality for elderly, and 90.0% agreed on education and counseling on acquaintance with the opposite sex for elderly. There were statistically significant differences in the scores of college students' understanding of elderly's sexual life according to their grade(F=14.241, p=.000), major(t=4.751, p=.000) and sexual attitudes(F=5.395, 0=.005). Conclusion: The survey result suggests that college students have open-hearted understanding of elderly's sexual life. But to make ordinary people accept elderly's sexual life more open-heartedly, it is necessary to develop various education and counseling programs for elderly's sexual health.

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Behaviour of Beams Without Transverse Reinforcement (전단보강근이 없는 보의 거동)

  • Cho, Soon-Ho
    • Magazine of the Korea Concrete Institute
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    • v.11 no.1
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    • pp.173-181
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    • 1999
  • To deepen the understanding of shear behaviour in beams without transverse reinforcement, the relative importance of five contributing factors to concrete shear resistance($v_c$), which are i)flexural compression zone, ii)friction at crack faces, iii)dowel action, iv)arch action and recently identified, v)residual tensile stresses across cracks, was explained physically using two analytical methods based on the truss concept. One is called "Modified Compression Field Theory(MCFT)" considering ii) and v) explicitly, and the other "Crack Friction Truss Model(CFTM)" more dominantly ii) in determining concrete resistance. To verify their effectiveness, the predictions using MCFT and CFTM were also made for twenty KAIST beam tests($f'_c$=53.7Mpa), designated more likely to the development of the size effect law based on the fracture mechanics concept. Experimental findings with varying of a/d, longitudinal reinforcement ratios, and obtained from MCFT enabled additional explanations for some phenomena which were difficult to measure in tests. However, MCFT seemed somewhat conservative for beams with higher longitudinal reinforcement, while somewhat unsafe for beams with larger depths. More tests are necessary leading to firm conclusions in these areas.