• 제목/요약/키워드: Weak Classification

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Application of integrated geophysical methods to investigate the cause of ground subsidence of the highly civilized area

  • Kim Jung-Ho;Yi Myeong-Jong;Hwang Se-Ho;Song Yoonho;Cho Seong-Jun;Lee Seong-Kon
    • 한국지구물리탐사학회:학술대회논문집
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    • 한국지구물리탐사학회 2003년도 Proceedings of the international symposium on the fusion technology
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    • pp.410-415
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    • 2003
  • Ground subsidence has occurred in the downtown of Muan-eup in Korea. Integrated geophysical survey, including two-dimensional resistivity, CSMT(Controlled source magnetotelluric), magnetic, borehole logging, GPR and resistivity tomography, has been conducted to investigate the cause of subsidence and ground conditions. Since the target area is in the city downtown, there were no spaces for surface geophysical methods. To get regional geology and to facilitate the detailed geophysical interpretation in the survey area, two-dimensional resistivity, CSMT and magnetic surveys have been applied in the outer region of the downtown. From these results, we could accurately define the Gwangju fault system and estimate the geologic conditions in the downtown. For the detailed survey of the downtown area, resistivity tomography and borehole logging data have been acquired using a few tens of densely located boreholes. Among these survey results, borehole logging data provided the guide to classification of the rock type and we could define the geologic boundary of granite and limestone formations. From the resistivity tomograms of 42 sections, which are densely located enough to be interpreted in a three-dimensional manner, we could delineate the possible weak zones or cavities in the limestone formations. In particular, resistivity tomograms in the subsided area showed the real image of ground subsidence. The map of hazardous zone has been derived from the joint interpretation of these survey results and we could provide the possible reinforcement strategy in this area.

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북동태평양 클라리온-클리퍼톤 균열대 KODOS 지역 심해저 퇴적물의 지질공학적 특성에 따른 유형분류 (Classification of Deep-sen Sediment by Geotechnical Properties from the KODOS Area in the C-C Zone of the Northeast Equatorial Pacific)

  • 지상범;형기성;김종욱;김현섭;이근창;손승규
    • Ocean and Polar Research
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    • 제25권4호
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    • pp.529-543
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    • 2003
  • Deep-sea surface sediments, acquired from 1997 to 2002 in the Clarion-Clipperton fracture zone of the northeast equatorial Pacific, were analyzed for index and geotechnical properties to provide background information for the design of manganese nodule minor. The sediments were classified into 16 types based on the measured properties and evaluated in terms of miner maneuverabillity and potential environmental impacts arising from mining activities. It was found that the middle part of the study area covered with coarse siliceous sediments is more favorable to the commercial production than the northern part of pelagic red clay. In particular, Area B2 in the middle part is considered the best mining site since it shows the highest abundance as well as it consists mostly of normally to over consolidated (types B, C, D) coarse siliceous sediments that are appropriate for effective minor movement and accompany weak environmental impacts. Taking account of all the analyzed core logs, the average shear-strength values are proposed as a practical guideline fur movements of a manganese nodule miner: 6.0 kPa at 10cm and 7.0kPa at 40cm below the seabed.

SVM과 의사결정트리를 이용한 혼합형 침입탐지 모델 (The Hybrid Model using SVM and Decision Tree for Intrusion Detection)

  • 엄남경;우성희;이상호
    • 정보처리학회논문지C
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    • 제14C권1호
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    • pp.1-6
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    • 2007
  • 안전한 네트워크의 운영을 함에 있어 네트워크 침입 탐지에서 오탐지율을 줄이고 정탐지율을 높이는 것은 매우 중요한 일이라 할 수 있다. 최근에 얼굴 인식과 생물학 정보칩 분류 등에서 활발히 적용 연구되는 SVM을 침입탐지에 이용하면 실시간 탐지가 가능하므로 탐지율의 향상을 기대할 수 있다. 그러나 기존의 연구에서는 입력값들을 벡터공간에 나타낸 후 계산된 값을 근거로 분류하므로, 이산형의 데이터는 입력 정보로 사용할 수 없다는 단점을 가지고 있다. 따라서 이 논문에서는 의사결정트리를 SVM에 결합시킨 침입 탐지 모델을 제안하고 이에 대한 성능을 평가한 결과 기존 방식에 비해 침입 탐지율, F-P오류율, F-N오류율에 있어 각각 5.5%, 0.16%, 0.82% 향상이 있음을 보였다.

한국 섬유기업의 스마트섬유 개발 동향 - 대구경북지역 업체를 대상으로 - (Examination of Development State of Smart Fiber in Korean Textile Industry - Focused on Companies in Daegu/North Gyeongsang Province -)

  • 유화숙;박광희
    • 한국의류학회지
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    • 제31권8호
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    • pp.1262-1272
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    • 2007
  • The purpose of this study was to examine the development trend of smart fiber by textile companies in Daegu/North Gyeongsang Province. This examination includes the development fields of smart fiber, investment size, information sources and the use degree of those, research-related infrastructure, relationship between companies' characteristics and their interests in smart fiber. Research data were collected by a survey. The definition and classification(4 areas and 12 development products) of smart fiber followed ones of Smart Fiber Technology Roadmap by the Ministry of Commerce, Industry and Energy. Data were analyzed using SPSS 11.0 program for frequency, means, t-test, and $X^2$-test. Among respondents, the numbers of dying and finish companies and export traders were the highest. It revealed that 19.6% of companies were developing smart fibers. Within 12 development products, vapor permeable/waterproof fiber showed to be most being developed, while medical fiber for human has not been developed and wasn't made an investment plan for developing. It was discovered that the biggest problem of smart fiber development was the lack of experts and the best outcome of smart fiber development was preoccupation of future market. It showed that companies got information from textile fairs but didn't often use information sources. The companies appeared to have a weak intention about research of smart fiber. The more important a company considered functionality of textile products and the more innovative and stabler the company was, the higher interest in smart fiber companies had. It was concluded that textile companies in Daegu/North Gyeongsang Province were aware of the importance of smart fiber development but they were not strongly interested in it and not enthusiastic in taking action on it.

소셜 네트워크 서비스의 속성 : 분류와 비교 (Attributes of Social Networking Services : A Classification and Comparison)

  • 손정웅;김진기
    • 산업경영시스템학회지
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    • 제41권1호
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    • pp.24-38
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    • 2018
  • Since a social networking service (SNS) isconsidered as an effective means to communicate and interact with customers, companies are trying to utilize SNS effectively. There is a lack of theory relating to the attributes of SNS. This study aims to investigate the attributes of SNS to classify SNS. Based on the social network theory, and previous studies on internet, blog, homepage, communication attributes, this study proposes the seven attributes to classify SNS: interaction, communication, entertainment, information, sharing, intimacy and connection. A pre-test, a pilot test and a main test are conducted. In the main test, 239 SNS users are participated. Through a factor analysis this study verifies the seven attributes of SNS. An analysis of variance with multiple comparisons of $Scheff{\acute{e}}$ method identifies that three attributes, interaction, communication and connection, are found to play significant roles to differentiate SNS. Looking at the overall mean values of the SNS by attribute, interaction, sharing, entertainment, intimacy and communication were relatively high in Facebook. Facebook showed higher values in attributes of interaction, sharing, entertainment, intimacy and communication. Twitter shows the relatively high scores for information and connection. Regarding interaction, Facebook shows higher scores than Twitter and Cyworld. For connection, Cyworld showed a significantly lower score than Twitter and Facebook. Cyworld was separated from the others in the light of communication. Cyworld is relatively weak in communication as it is limited to the message exchanges. The results will help in identifying major attributes for each SNS and classifying SNS.

폐암 생존율 향상을 위한 아다부스트 학습 기반의 컴퓨터보조 진단방법에 관한 연구 (Study of Computer Aided Diagnosis for the Improvement of Survival Rate of Lung Cancer based on Adaboost Learning)

  • 원철호
    • 재활복지공학회논문지
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    • 제10권1호
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    • pp.87-92
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    • 2016
  • 본 논문에는 관심 영역의 폐실질 영역을 양성과 악성 결절의 분류를 위한 특징인자에 포함으로써 분류성능을 개선하였다. CT를 통해 확인되는 매우 작은 폐결절(4~10mm)은 고형 종양 내에 CT 데이터 복셀 수가 제한되어 기존 컴퓨터보조 진단도구를 통해 처리하기가 어렵다. 이러한 아주 작은 폐 결절의 경우 분석을 위해 주변의 실질을 포함하여 특징인자를 추출하는 것이 CT 복셀 세트를 증가시킬 수 있으며, CT 스캐너와 매개 변수에 대한 컴퓨터 보조진단도구의 유연성을 확보함으로써 진단 성능을 개선할 수 있다. 나이브 베이스와 SVM 약분류기를 이용하는 아다부스트 학습을 통해 304개의 특징인자로부터 유효한 특징인자를 결정하였으며, 제안한 방법을 COPDGene 데이터에 적용한 결과 100%의 정확도, 민감도 및 특이도의 결과를 획득하여 컴퓨터 보조진단에 유용하게 사용될 수 있음을 보였다.

Korea Emissions Inventory Processing Using the US EPA's SMOKE System

  • Kim, Soon-Tae;Moon, Nan-Kyoung;Byun, Dae-Won W.
    • Asian Journal of Atmospheric Environment
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    • 제2권1호
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    • pp.34-46
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    • 2008
  • Emissions inputs for use in air quality modeling of Korea were generated with the emissions inventory data from the National Institute of Environmental Research (NIER), maintained under the Clean Air Policy Support System (CAPSS) database. Source Classification Codes (SCC) in the Korea emissions inventory were adapted to use with the U.S. EPA's Sparse Matrix Operator Kernel Emissions (SMOKE) by finding the best-matching SMOKE default SCCs for the chemical speciation and temporal allocation. A set of 19 surrogate spatial allocation factors for South Korea were developed utilizing the Multi-scale Integrated Modeling System (MIMS) Spatial Allocator and Korean GIS databases. The mobile and area source emissions data, after temporal allocation, show typical sinusoidal diurnal variations with high peaks during daytime, while point source emissions show weak diurnal variations. The model-ready emissions are speciated for the carbon bond version 4 (CB-4) chemical mechanism. Volatile organic carbon (VOC) emissions from painting related industries in area source category significantly contribute to TOL (Toluene) and XYL (Xylene) emissions. ETH (Ethylene) emissions are largely contributed from point industrial incineration facilities and various mobile sources. On the other hand, a large portion of OLE (Olefin) emissions are speciated from mobile sources in addition to those contributed by the polypropylene industry in point source. It was found that FORM (Formaldehyde) is mostly emitted from petroleum industry and heavy duty diesel vehicles. Chemical speciation of PM2.5 emissions shows that PEC (primary fine elemental carbon) and POA (primary fine organic aerosol) are the most abundant species from diesel and gasoline vehicles. To reduce uncertainties in processing the Korea emission inventory due to the mapping of Korean SCCs to those of U.S., it would be practical to develop and use domestic source profiles for the top 10 SCCs for area and point sources and top 5 SCCs for on-road mobile sources when VOC emissions from the sources are more than 90% of the total.

양식산 넙치, Poralichthys olivaceus의 가성 백색증 (pseudo-albinism) 발현에 미치는 환경인자들의 영향 (Effects of Environment factors on the Occurrence of Pseudo-albinism in Cultured Flounder, Paralichthys olivaceus)

  • 강덕영;김효찬;김종현;김경길;명정인
    • 한국수산과학회지
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    • 제40권4호
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    • pp.234-242
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    • 2007
  • We examined the cause of albinism in a hatchery population of flounder in terms of environmental and nutritional factors, including the effects of light intensity (130-12,300 lux), photoperiod (12L/12D or 24L/0D), tank substrate (concrete or fiber-reinforced polymer), tank color (white or dark green) and supplement with enriched live food, and also compared the growth of normal and albino fry under both 12L/12D and 24L/0D. Further to, normalization of the skin pigmentation pattern on the ocular side has been juvestigated after rearing the albino fry for 2 years after their identification and classification and found that, light intensity did not play a critical role in the development of normal pigmentation or albinism in the flounder. By contrast, the photoperiod was a weak inducer of albinism in the flounder. Tank substrate and color also affected the hypomelanosis on the ocular side of the flounder fry. The choice and supplementation of enriched live foods could drastically reduce the incidence of albinos in hatcheries. On comparing the growth of normal and albino fry, while there was no difference between the groups under 24L/0D, the growth of the albino flounder was slower under 12L/12D. Although coloration resulting from xanthophore and melanophore, but not iridophores, occurred on the ocular side, evidence of albinism remained on the ocular side of flounders.

제3차 수학 · 과학 성취도 국제 비교 반복 연구(TIMSS-R) 중 제6차 교육과정상의 화학 문항에 대한 우리 나라 중학생의 응답 분석 (The Analysis of the Korean Middle School Students' Responses to Chemistry Problems Under the 6th National Curriculum in the Third International Mathematics and Science Study-Repeat (TIMSS-R))

  • 홍미영;전경문
    • 대한화학회지
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    • 제46권2호
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    • pp.169-176
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    • 2002
  • 본 연구에서는 1999년에 국제적으로 실시된 제3차 수학${\cdot}$과학 성취도 국제 비교 반복 연구(TIMSS-R)중 우리 나라 중학교 2학년 학생들의 화학 성취도를 분석하였다. 총 143개 문항 가운데 ''물질의 분류'', ''물질의 구조'', ''화학 반응과 변환'', ''물리적 성질과 변화'', ''열과 온도'', ''원자의 구성 입자'', ''오염'', ''과학적 방법'', ''과학적 측정'' 영역에 속하는 31문항을 우리 나라 제 6차 교육과정상의 화학 문항으로 선정하였다. 각 문항에 대한 정답률을 분석하여, 제6차 교육과정의 장단점을 논의하였다. 교육과정이나 교과서 개발에 대한 시사점을 제안하였다.

Different immunological features of two genetically distinct type 2 porcine reproductive and respiratory syndrome (PRRS) viruses

  • Shabir, Nadeem;Khatun, Amina;Kim, Won-Il
    • 한국동물위생학회지
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    • 제37권1호
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    • pp.1-9
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    • 2014
  • Although it has been generally accepted that porcine reproductive and respiratory syndrome virus (PRRSV) induces weak and delayed protective immunity after infection, it is unclear that the same immunological features can be applicable to all PRRS viruses because huge genetic variation exists even among the same genotypes of PRRSV (Type 1 and 2). In the current study, two genetically distinct type 2 PRRSV strains (VR-2332 and JA142) which showed approximately 90% nucleotide homology based on ORF5 sequences were characterized by both in vitro and in vivo assessments to determine the immunological features of the viruses. For in vitro assessment, porcine alveolar macrophages (PAM) were infected with the viruses at $10^{-3}$ multiplicity of infection (MOI) and then supernatants and cells were collected separately at 36 hrs post infection to determine the relative expression levels of IL-$1{\alpha}$, IL-12, TNF-${\alpha}$ and INF-${\alpha}/{\beta}$ by quantitative RT-PCR. In addition, five PRRSV-free pigs were inoculated with either of JA142 or VR2332 for in vivo assessment. Serum samples were collected every week until 6 weeks post challenge. The serum samples were analyzed for the levels of viremia, PRRSV nucleocapsid-specific antibody and virus neutralizing antibody. Based on those assessments, the two viruses showed different patterns of cytokine expression in PAM and immune responses in pigs after infection. These results indicate that genetically distinct PRRSV strains have different immunological features, which might be criteria for virus classification and selection of candidate virus strains for vaccine development in the future.