• 제목/요약/키워드: node weight

검색결과 391건 처리시간 0.038초

SOM기반 특징 신호 추출 기법을 이용한 불균형 주기 신호의 이상 탐지 (Fault Detection of Unbalanced Cycle Signal Data Using SOM-based Feature Signal Extraction Method)

  • 김송이;강지훈;박종혁;김성식;백준걸
    • 한국시뮬레이션학회논문지
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    • 제21권2호
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    • pp.79-90
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    • 2012
  • 본 연구는 공정신호가 불균형 데이터인 경우 이상 탐지 알고리즘의 성능 개선을 위한 특징 신호 추출 기법을 제안한다. 불균형 데이터란 범주 구분 문제에서 하나의 범주의 속하는 데이터의 비율이 다른 범주의 데이터에 비해 크게 차이나 이상 탐지성능이 크게 저하되는 경우를 의미한다. 공정이 운영되는 경우 얻을 수 있는 이상 신호의 수는 정상 신호에 비해 매우 적기에 이러한 문제를 해결하여 이상 탐지 기법을 적용하는 것은 매우 중요하다. 불균형 문제 해결을 위해 SOM(Self-Organizing Map) 알고리즘을 이용하여 각 노드에 대응되는 가중치를 특징 신호로 간주하여 정상 데이터와 이상 데이터의 비율을 맞춘다. 특징 신호 데이터 집단의 이상 탐지를 위해 클래스 분류 기법인 kNN(k-Nearest Neighbor)과 SVM(Support Vector Machine)을 적용하여 이를 공정 신호 이상탐지를 위해 주로 사용하는 Hotelling's $T^2$ 관리도와 성능을 비교한다. 반도체 공정에서 발생한다고 알려진 공정 신호를 모사하여 신호 알고리즘 성능의 우수성을 검증한다.

종실들깨와 잎들깨의 주요 특성 비교 (Comparison of Major Characteristics between Seed Perilla and Vegetable Perilla)

  • 정명근
    • 한국작물학회지
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    • 제50권spc1호
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    • pp.171-174
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    • 2005
  • 국내에서 육성된 종실용 들깨와 잎들깨 품종을 대상으로 주요특성 및 함유성분을 분석하여 용도별 들깨의 주요특성 차이를 확인한 결과를 요약하면 아래와 같다. 1. 잎들깨 품종의 평균 개화기는 9월 28일로 종실용 들깨의 평균 개화기 9월 5일보다 약 23일 늦었으며, 경장 및 마디수도 종실들깨보다 낮은 양상을 나타내어 생육상의 뚜렷한 차이를 나타내었다. 2. 종실용 들깨의 평균 천립중, 종실수량 및 기름함량이 잎들깨 품종보다 높은 양상을 나타내어 종실특성은 종실들깨가 우수하였으나, 잎 수량 및 잎 함유 안토시아닌 함량은 잎들깨 품종이 종실들깨 품종보다 각각 1.8배 및 2.1배 높은 양상을 나타내어 잎 특성은 잎들깨 품종이 우수하였다. 3. 종실용 들깨 및 잎들깨 품종의 종실 지방산 조성은 차이가 없었으며, 잎 함유 평균 엽록소 함량은 종실용 들깨가 잎들깨 품종보다 다소 높은 양상을 나타내었다.

삼자화담전(三子化痰煎)이 천식모델 생쥐의 면역세포에 미치는 영향 (Effects of Samjawhadam-jeon on Immune Cells in Ovalbumin-induced Asthmatic Mice)

  • 이정은;박양춘
    • 대한한방내과학회지
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    • 제29권3호
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    • pp.742-751
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    • 2008
  • Objective: The purpose of this study was to evaluate the effect of Samjawhadam-jeon (SJHDJ; 三子化痰煎) on immune cells in OVA-induced asthmatic mice. Material and Methods : C57BL/6 mice were injected, inhaled and sprayed with OVA for 12 weeks (four times a week) for asthma induction. Two experimental groups were treated with different concentrations of SJHDJ group (400 mg/kg) extracts and cyclosporin A (10 mg/kg) for the latter 8 weeks. At the end of the experiment, the mouse lung. peripheral lymph node (PLN) and spleen were removed and immune cells were analyzed by flow cytometer. Results : Lung weight, total cells in lung, PLN, and spleen of the SJHDJ group decreased significantly compared with that of the control group. Number of $CD3e^+/CD69^+$, $CD3e^+/DX5^+$ cells in lung, PLN and spleen, number of $CD3^+$ cells in PLN and spleen, number of $CD3e^-/CCR3^+$ cells in lung and PLN, and number of $B220^+/IgE^+$ cells in PLN of the SJHDJ group decreased compared with that of the control group. Number of $CD4^+/CD25^+$ cells in PLN and spleen of the SJHDJ group increased compared with that of the control group. Conclusion : These results demonstrate that SJHDJ will be a desirable alternative therapy for allergic asthma by inhibiting the expression of immune cells.

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RAPD를 이용한 들깨 유전자원의 유전적 변이 분석 (Analysis of Genetic Variation of Perilla Germplasm Using RAPD)

  • 김도훈;양보경;김현경;김나영;정순재;김익수;남재성;이재헌;정대수
    • Journal of Plant Biotechnology
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    • 제30권3호
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    • pp.221-226
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    • 2003
  • Genetic variation of Perilla germplasms was investigated using RAPD markers. Forty-two Perilla frutescens lines and cultivars collected form locals were subjected to RAPD analysis using 220 primers. Among them only 13 primers showed polymorphic bands and these 13 primers provided a total of 144 bands, consist of 115 polymorphic and 29 monomorphic ones. The polymorphic bands were subjected to phylogenetic analysis using UPGMA and maximum parsimony (MP) methods. In the UPGMA method, similarity coefficiency of 42 Perilla frutescens lines and cultivars ranged from 0 to 0.7842. The dendrogram of 42 lines and cultivars obtained through UPGMA method resulted in two major groups, and the similar clustering pattern was found by MP method, suggesting Perilla germplasms utilized in this study truly can be divided into two major groups. Although the two major groups were consistent roughly with their phenotypes (under of node, weight of 1,000 grains, and oil content), in detail, much inconsistency also was present.

Computed Tomographic Findings of Adenocarcinoma of the Esophagocardia Region in a Pekingese Dog with Brachycephalic Syndrome

  • Cho, Yugyeong;Nam, Yunjeong;Chae, Sooyoung;Jeong, Youjin;Song, Youngmok;Kim, Soyoung;Choi, Hojung;Lee, Youngwon
    • 한국임상수의학회지
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    • 제34권4호
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    • pp.295-298
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    • 2017
  • A 6-year-old female Pekingese dog, weighing 3.85 kg was presented with regurgitation, ptyalism, weight loss and anorexia. The dog was cachexic and severely dehydrated. Physical examination of the dog confirmed upper respiratory noise, which was classified as a stridor most apparent on inspiration, respiratory effort with stenotic nares. Upper respiratory signs were thought to be caused by brachycephalic syndrome. On the lateral thoracic radiograph, the caudal one third of the esophagus was visible as a soft tissue band. CT revealed oval-shaped, soft tissue attenuating mass in size of $2.3{\times}1.0{\times}1.1cm$ arising from caudal one third of the esophagus. The mass was protruding from esophageal wall to lumen and irregular margined with heterogenous contrast enhancement. The wall of cardia and fundus was focally thickened. Gastric lymph node was enlarged with contrast enhancing. On histopathologic examination, esophageal mass was confirmed as papillary adenocarcinoma, and the gastric sample showed the same result. In human, adenocarcinoma commonly occur in esophagus and cardia, but it has not been commonly reported in veterinary medicine. This report described computed tomographic features of adenocarcinoma of the esophagocardia region in a Pekingese dog with brachycephalic syndrome.

이동 에이전트를 이용한 병렬 인공신경망 시뮬레이터 (The Parallel ANN(Artificial Neural Network) Simulator using Mobile Agent)

  • 조용만;강태원
    • 정보처리학회논문지B
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    • 제13B권6호
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    • pp.615-624
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    • 2006
  • 이 논문은 이동 에이전트 시스템에 기반을 둔 가상의 병렬분산 컴퓨팅 환경에서 병렬로 수행되는 다층 인공신경망 시뮬레이터를 구현하는 것을 목적으로 한다. 다층 신경망은 학습세션, 학습데이터, 계층, 노드, 가중치 수준에서 병렬화가 이루어진다. 이 논문에서는 네트워크의 통신량이 상대적으로 적은 학습세션 및 학습데이터 수준의 병렬화가 가능한 신경망 시뮬레이터를 개발하고 평가하였다. 평가결과, 학습세션 병렬화와 학습데이터 병렬화 성능분석에서 약 3.3배의 학습 수행 성능 향상을 확인할 수 있었다. 가상의 병렬 컴퓨터에서 신경망을 병렬로 구현하여 기존의 전용병렬컴퓨터에서 수행한 신경망의 병렬처리와 비슷한 성능을 발휘한다는 점에서 이 논문의 의의가 크다고 할 수 있다. 따라서 가상의 병렬 컴퓨터를 이용하여 신경망을 개발하는데 있어서, 비교적 시간이 많이 소요되는 학습시간을 줄임으로서 신경망 개발에 상당한 도움을 줄 수 있다고 본다.

Picibanil이 면양적혈구(緬羊赤血球) 감작(感作)마우스의 면역반응(免疫反應)에 미치는 영향(影響) (Effects of Picibanil on the Immune Responses of Mice Sensitized with Sheep Erythrocytes)

  • 채효석;송희종
    • 대한수의학회지
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    • 제27권1호
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    • pp.53-60
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    • 1987
  • This experiment was performed on mice to investigate the effects of an immunopotentiator, picibanil(PC), on the immune responses such as phagocytic activity of reticuloen-dothelial(RE) system, E rosette formation rate of splenic lmphocytes and morphological changes of lymph node tissue. Groups of mice were treated with a single(1KE/kg BW) or sequential(0.1, 0.25 and 0.5KE/kg BW for successive 3 days) intravenous injections of PC. PC treated and untreated control mice were sensitized with 50% sheep erythrocyte suspension(0.2ml/mouse) at 1, 3, 5, 7 and 10 days after PC treatment. Functional and morphological examinations were carried out 5 days after sensitization. The following results were obtained: The phagocytic activity of RE system and the weight of liver and spleen were increased significantly at 3rd, 5th and 7th day. The peripheral polymorphonuclear leukocyte and percent of lymphocyte and monocyte were slightly increased. The rates of E rosette formation of splenic lymphotytes, sequential PC treated groups were more increased at 3rd and 5th day in sequential PC treated groups than in single treated groups. Thereafter it returned gradually to the control level by the time of 10th day. Microscopically primary lymph follicles with indistinct germinal center (GC) were partially disrupted and the parafollicular areas were consisted of the pyroninophilic cells in control group. In PC treated group, the parafollicular areas were markedly proliferated and developments of secondary lymph follicles with enlarged and prominent GC were more pronounced in the sequential injected groups compared to single injected groups. These results indicate that PC affected not only parafollicular area of the T-cell area, but also GC of the B-cell area. It suggests that PC may potentiate both cell mediated immunity and humoral immunity.

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Agronomic Characteristics of Squash Germplasm with a low viability in National Agrobiodiversity Center, Korea

  • Kim, Jeong-Soon;Na, Young-Wang;Lee, Woo-Moon;Gwag, Jae-Gyun;Kim, Chung-Kon;Shim, Chang-Ki
    • 한국작물학회지
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    • 제55권1호
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    • pp.47-57
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    • 2010
  • More than 2,500 accessions of squash germplasm are preserved in the National Agrobidiversity Center of RDA, Korea. We investigated the ecological and morphological characteristics on 100 accessions of the squash germplasms with a low viability. Two typical types of oriental squash (Cucurbita moschata) and western squash (Cucurbita maxima) are possessed 89 and 11 accessions, respectively. The origin of 100 accessions was divided into three groups, group I (Korea landraces with 81 accessions), group II (Nepal with 15 accessions) and group III (Russia, Uzbekistan, Laos, and Mexico with each one accession). Seventy eight accessions germinated at $27^{\circ}C$ in growth chamber. Days to first flowering of the female and male flower ranged from 32 days to 67 days and 24 days to 55 days after planting, respectively. Vine length showed the largest variation ranging from 357.8 cm to 1,465 cm, also the average length of ten stem node range has a variable ranges from 92 cm to 217.5 cm. All regenerated squash accessions have an only collided tendril and have three to seven lateral shoots. The flattened globe-shaped squash is the most predominant and exhibited ordinarily round shaped, ball shaped, long oblong-shaped, elongated shape, and pear shape. The average weight of fruit ranged from 1.33 kg to 7.95 kg. Sugar contents showed 5.4~12.6 $Brix^{\circ}$ without ripening period.

MRF 입자필터 멀티터치 추적 및 제스처 우도 측정 (MRF Particle filter-based Multi-Touch Tracking and Gesture Likelihood Estimation)

  • 오치민;신복숙;;이칠우
    • 스마트미디어저널
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    • 제4권1호
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    • pp.16-24
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    • 2015
  • 본 논문에서는 멀티터치 추적 및 제스처 인식을 위하여 MRF기반 입자필터와 제스처 우도 측정 방법을 제안한다. 멀티터치 추적에서 자주 발생하는 문제 중 하나는 강탈 문제이며 터치 객체 추적기가 이웃 터치 객체에게 빼앗기는 현상을 가리킨다. 강탈 문제의 원인은 입자필터의 예측 입자들이 이웃 터치 객체에 가까이 갈 경우 입자의 가중치(우도)가 낮아야 하지만 이웃 객체 영향으로 높게 계산되는 오류 때문이다. 따라서 MRF를 기반으로 이웃 객체에 가까운 입자의 가중치를 낮추는 벌점함수를 정의한다. MRF가 멀티터치를 노드로 정의하고 거리가 가까운 이웃 멀티터치들을 에지로 표현한 그래프정보이므로 이웃 멀티터치들에 대한 데이터구조로 활용되기 쉽다. 또한 MRF 그래프 정보를 바탕으로 멀티터치 제스처 분석이 가능하다. 본 논문에서는 MRF를 기반으로 다양한 제스처 우도를 정의할 수 있는 방법을 서술한다. 실험 결과에서는 제안 방법이 효과적으로 강탈 현상을 회피하고 멀티터치 제스처 우도를 정확히 측정할 수 있음을 확인할 수 있다.

Effects of Culture Type and Inoculation Quantity in Bioreactor on Production of Potato Plantlets

  • Choi Ki Young;Son Sung Ho;Lee Joo Hyun;Lee Yong-Beom;Bae Jong Hyang
    • 생물환경조절학회지
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    • 제14권4호
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    • pp.298-301
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    • 2005
  • Potato (Solamum tuberosum 'Dejima') plantlets were investigated on culture type and initial quantity of inoculation in bioreactor and survival rate by hydroponics for mass production. rode stems (1 to 1.5cm in length) of potato plantlets multiplied in vitro were grown for 3 weeks in liquid Murashige and Skoog (MS) medium with sucrose $30 g\; L^{-1}$. When plantlets (80-node inoculation) were raised in 10L balloon type bubble (BB) bioreactor, the healthiest growth of plantlets was obtained from explants cultured in ebb & flow culture with medium supplied periodically 12 times per day. The suitable inoculation quantity of 20L BB bioreactor was 120 pieces of stem segments (mean 2.2g fresh weight) in ebb & flow culture. Number of nodal shoot was eight on the average. In controlled culture room, survival rate of plantlets at 7 days after stem cutting was above $70\%$ when they were acclimatized by hydroponics grown in deep flow and solid medium culture. The highest survival rate of the stem cutting plantlets was in nutrient solution adjusted to EC $1.4dS{\cdot}m^{-1}$. Stem cutting plantlets through one culture could be obtained $670\~900$, when plantlets were grown in ebb & flow culture during 3 weeks using a 20L bioreactor with initial 120 pieces of nodal segments. 11 is possible In do mass production of seedlings cultured in bioreactor and hydroponics.