• Title/Summary/Keyword: Separating Method

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Sparse Representation Learning of Kernel Space Using the Kernel Relaxation Procedure (커널 이완절차에 의한 커널 공간의 저밀도 표현 학습)

  • 류재홍;정종철
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2001.12a
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    • pp.60-64
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    • 2001
  • In this paper, a new learning methodology for Kernel Methods is suggested that results in a sparse representation of kernel space from the training patterns for classification problems. Among the traditional algorithms of linear discriminant function(perceptron, relaxation, LMS(least mean squared), pseudoinverse), this paper shows that the relaxation procedure can obtain the maximum margin separating hyperplane of linearly separable pattern classification problem as SVM(Support Vector Machine) classifier does. The original relaxation method gives only the necessary condition of SV patterns. We suggest the sufficient condition to identify the SV patterns in the learning epochs. Experiment results show the new methods have the higher or equivalent performance compared to the conventional approach.

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Study of an analytical model for screw loosening mechanism of dental implants (치과용 임플란트의 풀림현상 규명을 위한 해석적 모델에 관한연구)

  • Seo, June-Woo;Kang, Kyoung-Tak;Chun, Heoung-Jae;Han, Chong-Hyeon
    • Proceedings of the KSME Conference
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    • 2007.05a
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    • pp.636-641
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    • 2007
  • This research focuses on the development of an analytical model loosening mechanism of dental implant system. The model is utilized for predictions of preload values for internal and external types of implants. It identifies the effects of various parameters such as friction, geometric factors and mechanical properties on the loosening mechanism of the implant system. The results of analytical model are compared to those of the numerical method for validation.

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Isolation and Identification of Methylotrophic Actinomycetes capable of Producing Anti-oral Cancer Activity (구강암에 대해 항암효과를 나타내는 methanol 자화 방선균의 분리 및 동정)

  • Kim, Jung;Kim, Sun-Sook
    • Journal of Korean society of Dental Hygiene
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    • v.1 no.2
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    • pp.193-200
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    • 2001
  • An appropriate amount of samples, collected from three each paddy forest, field and riverside soil near Taegu city, was suspended in sterile water and then diluted in order to isolation of antagonistic to oral cancer. The diluted samples were inoculated on separating medium in the routing spreading method. So, seven hundred and eighteen strains were isolated on HV agar and 220 strains were on methanol medium from soil samples. So, during the screening of anti-oral cancer activity from soil, we isolated microorganisms showing powerful antagonistic activity. Among them, No. 78 strain exhibited the most strongly anti-oral cancer activity. Microbiological properties were investigated by the methods described in the Bergey's Manual of Systematic Bacteriology and experimental methods of identification of actinomycetes by Hamada et al. As a result, a methylotrophic actinomycetes strain No. 79 was estimated as Amycolatopsis sp. based on taxonomic studies.

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Estimation of Regionai Skew Coefficient with Weighted Least Squares Regression (가중회귀분석에 의한 지역화왜곡계수의 추정)

  • 조국광;권순국
    • Magazine of the Korean Society of Agricultural Engineers
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    • v.32 no.1
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    • pp.103-109
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    • 1990
  • The application of the Log-Pearson Type m distribution recommended by Water Resources Council, U. S. A. for flood frequency analysis requires the estimation of the regionalized skew coefficient. In this study, regionalized skew coefficients are estimated using a weighted regression model which relates at-site skews based on logarithms of observed annual flood peak series to both basin characteristics and precipitation data in the Han river and the Nakdong river basin. The model is developed with weighted least squares method in which the weights are determined by separating residual variance into that due to model error and due to sampling error. As the result of analysis, regionalized skews are estimated as - 0.732 and - 0.575 in the Han river and the Nakdong river basin, respectively.

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Recent Developments in High-performance Liquid Chromatography of Lipids

  • Christie, William W.
    • Journal of the Korean Applied Science and Technology
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    • v.10 no.1
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    • pp.1-8
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    • 1993
  • The possibilities for HPLC analysis of lipids have been revolutionised by the availability of evaporative light-scattering detectors, with which the response is independent of the nature of the mobile phase and does not depend On the presence of specific chromophores in the lipids. It was thus possible to develop an HPLC procedure, involving ternary gradient elution, for separating all the lipid classes in animal tissues in a single step. Although reversed-phase HPLC has been widely used for the analysis of molecular species of lipids, sliver ion chromatography can be a valuable alternative. For example, a stable silver ion column for HPLC was developed which permitted resolution of molecular species of triacylglycerols, even from such complex samples as fish oils, again With light-scattering detection and gradient elution. The capacity for HPLC resolution of diastereomeric diacyl-sn-glycerol derivatives, prepared from triacylglycerols. has lead to a new simple method for stereospecific analysis of the latter.

A Study of General AC Machine Modeling with Matrix Vector Using DQ Transformation

  • Hong, Sun-Ki
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.27 no.8
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    • pp.98-104
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    • 2013
  • AC machines are in wide use in industry and d-q transformation from 3 phase of a, b, c is commonly used to analyze these kinds of machines. The equivalent circuits of d and q axis are, however, generally cross coupled and difficult to analyze. In this study, a modeling technique of AC machine including induction and PM synchronous motors using matrix vector is proposed. With that model, it can not only explain the AC machines physically but also make it simple to analyze them. The separating process of d and q components is not needed in this model and this model can be applied to analyze asymmetric motors like IPMSM machine. With this technique, the model becomes simple, easy to understand physically, and yields results that are the same as those from other models. These simulation results of the proposed model for induction motor are compared with those of other models to verify the method proposed.

Workshop Method Adaptation of SI Theory for Applying Closed Schools (SI(Skeleton/Infill)이론을 적용한 폐교활용의 워크숍 방법론)

  • Yi, Yong Kyu
    • Journal of the Korean Institute of Rural Architecture
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    • v.13 no.2
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    • pp.63-70
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    • 2011
  • Despite the high historical and topological values, closed schools are rarely reutilized. The reason can be likely explained by integrity of the building structure and unawareness of the operation and maintenance for closed schools. The purpose of this study is finding a possibility of reusing closed schools by deploying SI (Skeleton and Infill) theory. SI theory is separating the "skeleton" like structure from "infill" such as interior furnishings to extend building life without complete demolishing of the building. It will allow satisfying various local community demands by alternating infill without demolishing of historical and topological value of the building. The experimental test was undertaken with closed school for this study. The local community's demands or opinions were reflected to develop a strategy for deploying infill system especially movable storage furniture to closed school. The study finds possibilities that SI theory can assist local community to 1) construct potential demand for utilizing closed school and 2) suggest strategy for operating and maintaining closed school.

Genetic Diversity among Indian Oak Tasar Silkworm, Antheraea proylei J. Revealed by ISSR Markers

  • Devi, Kanghujam Ibsorani;Ponnuvel, Kangayam M.;Singh, Laishram Somen;Singh, Kangjam Chaoba;Dutta, Karabi
    • International Journal of Industrial Entomology and Biomaterials
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    • v.24 no.2
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    • pp.57-61
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    • 2012
  • The Indian Oak Tasar silkworm, Antheraea proylei J. is a beneficial insect with great economic importance in India for its silk production. In this study, six populations of Antheraea proylei and A. frithi Moore (as an out group) were subjected to inter simple sequence repeat (ISSR) marker analysis in order to assess its genetic diversity. Fifteen ISSR primers produced 91 markers among different breeds of A. proylei and A. frithi of which 89 are polymorphic, generating 97.8% polymorphism. The dendrogram constructed using the Unweighted Pair Group Method with Arithmetic Mean (UPGMA) and cluster analysis made using Nei's genetic distance resulted in the formation of one major group containing four sub-groups separating the breeds. This result suggests that ISSR amplification is potentially useful for molecular characterization of oak tasar silkworm genotypes.

Visual Tracking Control of Aerial Robotic Systems with Adaptive Depth Estimation

  • Metni, Najib;Hamel, Tarek
    • International Journal of Control, Automation, and Systems
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    • v.5 no.1
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    • pp.51-60
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    • 2007
  • This paper describes a visual tracking control law of an Unmanned Aerial Vehicle(UAV) for monitoring of structures and maintenance of bridges. It presents a control law based on computer vision for quasi-stationary flights above a planar target. The first part of the UAV's mission is the navigation from an initial position to a final position to define a desired trajectory in an unknown 3D environment. The proposed method uses the homography matrix computed from the visual information and derives, using backstepping techniques, an adaptive nonlinear tracking control law allowing the effective tracking and depth estimation. The depth represents the desired distance separating the camera from the target.

A Study on the Detection of Unbalanced Voltages for Instantaneous Voltage Compensation (순시전압 보상을 위한 불평형 전압 검출기법에 관한 연구)

  • Jeong, Hong-Ju;Choe, Si-Yeong;Jeong, Jun-Mo;Song, Jong-Hwan
    • The Transactions of the Korean Institute of Electrical Engineers B
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    • v.51 no.4
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    • pp.203-209
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    • 2002
  • This paper presents a new control scheme for a DVR(Dynamic Voltage Restorer) system consisting of series voltage source PWM converters. To control negative sequence component of source voltage the detection of negative sequence is necessary. Generally, filtering process is used tn do that. Through this filtering process has some problems. This paper suggests a new method of separating positive and negative sequences. This control system is designed using differential controllers and digital filters, and positive sequence and negative sequences are controlled respectively. The performance of the presented controller and scheme are confirmed through simulation and actual experiment by 2.5kVA prototype DVR.