• 제목/요약/키워드: performance index

검색결과 4,629건 처리시간 0.042초

데이타마이닝에서 고차원 대용량 데이타를 위한 셀-기반 클러스터 링 방법 (A Cell-based Clustering Method for Large High-dimensional Data in Data Mining)

  • 진두석;장재우
    • 한국정보과학회논문지:데이타베이스
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    • 제28권4호
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    • pp.558-567
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    • 2001
  • 최근 데이타마이닝 응용분야에서는 고차원 대용량 데이타가 요구되고 있다. 그러나 기존의 대부분의 데이타마이닝을 위한 알고리즘들은 소위 차원의 저주(dimensionality curse)[1] 문제점과 이용 가 능한 메모리의 한계 때문에 고차원 대용량 데이타에는 비효율적이다. 따라서, 본 논문에서는 이러한 문제 점을 해결하기 위해서 셀-기반 클러스터링 방법을 제안한다. 제안하는 진-기반 클러스터링 방법은 고차원 대용량 데이타를 효율적으로 처리하기 위한 셀 구성 알고리즘과 필터링에 기반한 저장인덱스 구조를 제공 한다. 본 논문에서 제안한 셀-기반 클러스터링 방법을 (CLQUE 방법과 클러스터링 시간, 정확율, 검색시 간 관점에서 성능을 비교한다. 마지막으로, 실험결과 제안하는 셀-기반 클러스터링 방법이 CLIQUE 방법 에 비해 성능이 우수함을 보인다

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그루밀가루의 White Layer Cake 적성과 유화제 첨가 효과 (Effects of Emulsifiers on the Properties of White Layer Cakes Prepared from Geurumil Flour)

  • 경문식;장학길;이영택
    • 한국식품영양과학회지
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    • 제30권5호
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    • pp.877-881
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    • 2001
  • 국내산 그루밀은 수입밀 박력분에 비해 단백질 및 회분 함량이 다소 높게 나타났다. 그루밀 cake 반죽의 PH는 박력분과 차이가 없었으며 자당-지방산 에스테르와 Ester-400의 첨가에 의해 반죽의 pH가 감소하는 경향을 나타냈다. Cake 반죽시 그루밀의 거품성에 의한 반죽특성이 박력분에 비해 우수한 것으로 나타났고 자당-지방산 에스테르와 Ester-400 의 첨가에 의해 반죽의 비중이 감소하였는데 Ester-400의 areation효과가 보다 큰 것으로 나타났다. 그루밀로 만든 white layer cake의 체적은 박력분과 유사하였으며 Ester-400의 첨가에 따른 품질개선 효과가 크게 나타났다. 1~2% 유화제 첨가구에서 비체적이 가장 높고 품질이 우수한 반면 그 이상에서는 비체적이 감소하고 symmetry가 떨어지는 등 cake 적성이 떨어져 그루밀의 유화제 첨가수준은 1% 정도인 것으로 판단되었다. Cake의 $25^{\circ}C$ 저장 중 경도변화를 측정한 결과 Ester-400을 첨가한 cake에서 다소 노화 억제 효과가 있음을 제시하였다.

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개량 벤토나이트와 현장토 혼합 차수층의 염수조건하에서의 투수성 평가 (Assessment of Hydraulic Conductivity of Modified Bentonite and Local Soil Mixture under Salt Water Condition)

  • 서흠;오명학;박준범
    • 한국지반공학회논문집
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    • 제33권11호
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    • pp.97-104
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    • 2017
  • 벤토나이트와 현장토를 혼합하여 차수재료로 폐기물 매립장의 차수층에 많이 적용하고 있다. 차수층으로 사용되는 재료는 일반적으로 투수계수가 $1{\times}10^{-7}cm/s$ 이하인 재료를 사용한다. 벤토나이트를 현장에서 차수층 재료로 사용될 때 벤토나이트는 건조-수축 균열 발생 및 염수조건에서 팽창성 떨어지고 차수 기능을 상실하는 등의 문제점이 존재한다. 벤토나이트의 문제점을 극복하기 위해 본 연구에서는 균열 방지 및 해수조건에서 차수성을 확보할 수 있는 내염성 벤토나이트를 개발하였고, 건조수축균역 시험, 팽윤도 시험, 다짐시험 및 투수실험을 통해 내염성 벤토나이트의 혼합비 결정 및 성능을 평가하였다.

외상성 경막외 출혈 이후 발생한 인지장애에 대한 한방치료 1례 (Korean Medical Treatment of Cognitive Impairments after Traumatic Epidural Hemorrhage: A Case Report)

  • 송주연;김영지;김학겸;홍승철;박송원;안립;정지천
    • 대한한방내과학회지
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    • 제40권5호
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    • pp.920-928
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    • 2019
  • Objectives: After epidural hemorrhage, sequelae may cause cognitive impairments, such as attention, memory, and performance disturbances. This case study reports on the use of traditional Korean medicine in a patient with cognitive impairments after a traumatic epidural hemorrhage. Methods: During the 46-day hospitalization period, traditional Korean medicine treatments, including Sunkihwalhyul-tang-gamibang, Ukgan-san-gajinpibanha Granule, Kyungohk-go, acupuncture, and cupping, were administered. The degree of cognitive impairment was measured based on the Mini Mental State Examination-Korea (MMSE-K), Modified Barthel Index (MBI), and correct answer ratio. Results: After traditional Korean medicine treatment, the MMSE-K score increased from 13 to 19 and the MBI score increased from 63 to 71. The patient's conversations in daily life also proceeded more smoothly than before hospitalization, and the correct answer ratio rose. Conclusion: This case reports the improvement of cognitive impairment after traumatic epidural hemorrhage in response to traditional Korean medicine treatment; further study is needed.

Development of a decision framework for the designing and implementation of a sustainable underground water storage system

  • Gladden, Lennox Alexander;Park, Namsik
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2015년도 학술발표회
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    • pp.244-244
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    • 2015
  • Managed Aquifer Recharge (MAR) in the form of Aquifer Storage and Recovery (ASR) systems are being applied for numerous water augmentation projects both in developed and developing countries. Given the onset of Climate Change and its influence on weather patterns and land use, it has been acknowledged the utilization of this technology will be ever increasing. This technique like all others does have its drawbacks or disadvantages, whereby to overcome these drawbacks or disadvantages it is recommended that logical planning process be followed. In this study, we developed a decision framework known as "Decision framework for the planning, designing, construction/testing and implementation of subsurface water storage system" to further standardize the planning and design process of subsurface water storage system to increase the probability of having a successful ASR/ASTR project. The formulation of this framework was based on earlier frameworks, guidelines, published papers and technical reports which were compiled into a data collection database. The database of which consider both qualitative and quantitative aspect for example recharge objectives, site location, water chemistry of the native, source and recovered water, aquifer characteristics(hydraulic conductivity, transmissivity, porosity), injection/pumping rate, ecological constraints, societal restrictions, regulatory restrictions etc. The assimilation of these factors into a singular framework will benefit the broad spectrum of stakeholder as it maps the chronological order under which ASR project should be undertaken highlighting at each stage the feasibility of the project. The final stage of which should result in fully operational ASR system. The framework was applied to two case studies and through the application of a modified ASR site selection suitability index (Brown et al., 2005) a score was derived to identify the performance of each site. A high score of which meant a maximize chance of success given the reduce presence of project constraints.

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수출다변화를 통한 G2 리스크 극복 방안에 관한 연구: 중소기업 수출지원 정책을 중심으로 (A Study on G2 Risk and Export Diversification: Focusing on Export Support System for SMEs)

  • 최돈승;고경일
    • 융합정보논문지
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    • 제9권10호
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    • pp.48-55
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    • 2019
  • 본 연구는 미-중 무역분쟁을 보다 장기적인 관점에서 'G2 리스크'로 정의하고 급변하는 세계무역환경 속에서 중소기업 수출지원제도의 문제점을 진단하고 개선방안을 논의하고 있다. 중소기업 수출지원제도는 이를 총괄하는 컨트롤 타워가 부재하고, 사업별로 제도가 운용되면서 정책 간 중복으로 인해 행정적 낭비가 발생할 수 있다는 문제점이 있다. 이러한 문제를 개선하기 위해서 첫째, 중소기업 수출지원제도를 총괄하는 컨트롤 타워를 명확하게 설정해야 할 것이다. 둘째, 컨트롤 타워를 명확하게 설정한 이후 중장기 로드맵을 구축하여 중소기업 수출지원제도의 효율적인 운영방안을 마련해야 할 것이다. 셋째, 개별 수출지원조직의 역할과 책임을 명확하게 한 후 조직 간 협력을 강화할 필요가 있다. 마지막으로 중소기업 수출지원제도가 잘 수립되고 운영되고 있는지 여부를 확인하기 위해서는 올바른 성과평가기준과 환류시스템을 마련하는 것이 중요하다.

A probabilistic framework for drought forecasting using hidden Markov models aggregated with the RCP8.5 projection

  • Chen, Si;Kwon, Hyun-Han;Kim, Tae-Woong
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2016년도 학술발표회
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    • pp.197-197
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    • 2016
  • Forecasting future drought events in a region plays a major role in water management and risk assessment of drought occurrences. The creeping characteristics of drought make it possible to mitigate drought's effects with accurate forecasting models. Drought forecasts are inevitably plagued by uncertainties, making it necessary to derive forecasts in a probabilistic framework. In this study, a new probabilistic scheme is proposed to forecast droughts, in which a discrete-time finite state-space hidden Markov model (HMM) is used aggregated with the Representative Concentration Pathway 8.5 (RCP) precipitation projection (HMM-RCP). The 3-month standardized precipitation index (SPI) is employed to assess the drought severity over the selected five stations in South Kore. A reversible jump Markov chain Monte Carlo algorithm is used for inference on the model parameters which includes several hidden states and the state specific parameters. We perform an RCP precipitation projection transformed SPI (RCP-SPI) weight-corrected post-processing for the HMM-based drought forecasting to derive a probabilistic forecast that considers uncertainties. Results showed that the HMM-RCP forecast mean values, as measured by forecasting skill scores, are much more accurate than those from conventional models and a climatology reference model at various lead times over the study sites. In addition, the probabilistic forecast verification technique, which includes the ranked probability skill score and the relative operating characteristic, is performed on the proposed model to check the performance. It is found that the HMM-RCP provides a probabilistic forecast with satisfactory evaluation for different drought severity categories, even with a long lead time. The overall results indicate that the proposed HMM-RCP shows a powerful skill for probabilistic drought forecasting.

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Carcass characteristics of lambs fed diets with increasing levels of crude glycerin

  • Costa, Caio Alves da;Carvalho, Francisco Fernando Ramos de;Guim, Adriana;Andrade, Gilcifran Prestes de;Cardoso, Daniel Barros;Maciel, Michel do Vale;Silva, Gabriela Goncalves da;Nascimento, Andreza Guedes de Oliveira
    • Asian-Australasian Journal of Animal Sciences
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    • 제32권12호
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    • pp.1882-1888
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    • 2019
  • Objective: An experiment was conducted to evaluate the effects of increasing levels of crude glycerin (0%, 6%, 12%, and 18%) used as a substitute for corn in lamb feed on the quantitative characteristics of the carcass. Methods: A total of 40 crossbred Santa $In{\hat{e}}s$ lambs that were four months old with a mean initial weight of $21.0{\pm}0.8kg$ were randomly distributed in four treatments with ten replicates. The animals were slaughtered after 66 days of confinement. The effects of crude glycerin as a replacement for corn in the diet of the lambs on the carcass characteristics, commercial cut weight and yield and carcass measurements were studied. Results: There was an increasing linear effect for body weight at slaughter with the replacement of corn by crude glycerin. The dry matter and metabolizable energy intakes, weight of the empty body, hot carcass weight and cold carcass weight showed a quadratic effect, with maximum crude glycerin levels estimated at 10.9%, 9.8%, 10.83%, 11.78%, and 11.35%, respectively. The initial pH was not influenced by the replacement of corn for crude glycerin, while the final pH presented a quadratic effect. The other parameters of the carcass and the weights and yields of commercial cuts were not influenced. There was also no effect of the diets on carcass morphometric measurements, except for the thoracic perimeter and the carcass compactness index, which presented quadratic and linear effects, respectively. Conclusion: Crude glycerin can replace up to 18% of corn because it favours muscle tissue deposition without promoting changes in the main carcass characteristics of lambs.

Piezoelectric impedance based damage detection in truss bridges based on time frequency ARMA model

  • Fan, Xingyu;Li, Jun;Hao, Hong
    • Smart Structures and Systems
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    • 제18권3호
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    • pp.501-523
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    • 2016
  • Electromechanical impedance (EMI) based structural health monitoring is performed by measuring the variation in the impedance due to the structural local damage. The impedance signals are acquired from the piezoelectric patches that are bonded on the structural surface. The impedance variation, which is directly related to the mechanical properties of the structure, indicates the presence of local structural damage. Two traditional EMI-based damage detection methods are based on calculating the difference between the measured impedance signals in the frequency domain from the baseline and the current structures. In this paper, a new structural damage detection approach by analyzing the time domain impedance responses is proposed. The measured time domain responses from the piezoelectric transducers will be used for analysis. With the use of the Time Frequency Autoregressive Moving Average (TFARMA) model, a damage index based on Singular Value Decomposition (SVD) is defined to identify the existence of the structural local damage. Experimental studies on a space steel truss bridge model in the laboratory are conducted to verify the proposed approach. Four piezoelectric transducers are attached at different locations and excited by a sweep-frequency signal. The impedance responses at different locations are analyzed with TFARMA model to investigate the effectiveness and performance of the proposed approach. The results demonstrate that the proposed approach is very sensitive and robust in detecting the bolt damage in the gusset plates of steel truss bridges.

잔디 동전마름병의 생물학적 방제를 위한 길항 미생물의 선발과 효력 검정 (Development of Antagonistic Microorganism for Biological Control of Dollar Spot of Turfgrass)

  • 신택수;정우철;도기석;심규열;이재호;최기현
    • 아시안잔디학회지
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    • 제20권2호
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    • pp.191-201
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    • 2006
  • 퍼팅 그린의 한지형 잔디에 많은 문제가 되고 있는 동전마름병은 Sclerotinia homeocarpa에 의해 발생한다. 본 연구에서는 미생물 제제를 이용한 생물학적 방제법을 통하여 동전마름병을 방제하고자 전국의 골프장과 산, 밭 토양에서 길항 미생물을 분리하였다. 길항 미생물은 동전마름병의 병원균인 S. homeocarpa에 대한 항균활성 및 균사 생장 억제력, 배양성 등을 고려하여 선발하였고, 폿트와 퍼팅 그린의 예비 묘포지에서의 생물 검정 실험을 통하여 효력을 검정하였다. 선발된 미생물은 Bacillus subtilis EW42-1과 Trichoderma harzianum GBF-0208이었고, 생물 검정 실험 결과 화학 농약 대조구인 터부코나졸 유제와 대비하여 높은 방제 효과를 보였다.