• 제목/요약/키워드: Basis set

검색결과 1,689건 처리시간 0.028초

인식기 간의 상호정보를 이용한 인식기 선택 (Selecting Classifiers using Mutual Information between Classifiers)

  • 강희중
    • 한국정보과학회논문지:컴퓨팅의 실제 및 레터
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    • 제14권3호
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    • pp.326-330
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    • 2008
  • 패턴인식 문제에 있어서 다수의 인식기를 사용하는 연구는 주로, 선택된 다수 인식기를 어떻게 결합할 것인가에 중점을 두어 왔으나, 최근에는 인식기 풀로부터 다수 인식기를 선택하려는 연구로 점차 진행되고 있다. 실제로 다수 인식기 시스템의 성능은 인식기들의 결합 방법은 물론, 선택되는 인식기에 의존한다. 따라서, 우수한 성능을 보이는 인식기 집합을 선택하는 것이 필요하며, 다수의 인식기를 선택하는데 있어서 정보이론에 기초한 접근 방법이 시도되었다. 본 논문에서는 인식기 간의 상호정보를 기반으로 인식기를 선택하여 인식기 집합을 구성하고, 다른 인식기 선택 방법들에 의해 구성된 인식기 집합과 그 성능을 비교해 보고자 한다.

Heat-set 윤전 잉크의 유화가 인쇄 적성에 미치는 영향 (The Effects of the Heat-set web Ink Emulsification on Printability)

  • 하영백;최재혁;이원재;오성상
    • 한국인쇄학회지
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    • 제28권2호
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    • pp.31-44
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    • 2010
  • Ever since the introduction of offset lithography, an operator have looked for ways to improve the process by reducing need for dampening solution. Lithography like off-set printing is processed using the repellent properties between water and oil, so all inks for lithography printing must work with dampening solution. The dampening solution may cause the emulsification of ink by the printing pressure in the printing nip. Emulsified ink changed viscosity, tack and causes problems such as bad transfer, uniform density and printed mottle. For a high quality web printing, we studied the effect of emulsified heat-set web inks on the printability, such as amount of ink transfer, printed density and uniformity. For this study, we were carried out by using IGT printability tester C1. For determination of ink properties using the spread meter and Thwing Albert Ink-o-meter, and using the densitometer and image analysis for printed quality determination. The experimental results of this study, we look forward to can be used as the basis for improve of the web print quality.

A new clustering algorithm based on the connected region generation

  • Feng, Liuwei;Chang, Dongxia;Zhao, Yao
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권6호
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    • pp.2619-2643
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    • 2018
  • In this paper, a new clustering algorithm based on the connected region generation (CRG-clustering) is proposed. It is an effective and robust approach to clustering on the basis of the connectivity of the points and their neighbors. In the new algorithm, a connected region generating (CRG) algorithm is developed to obtain the connected regions and an isolated point set. Each connected region corresponds to a homogeneous cluster and this ensures the separability of an arbitrary data set theoretically. Then, a region expansion strategy and a consensus criterion are used to deal with the points in the isolated point set. Experimental results on the synthetic datasets and the real world datasets show that the proposed algorithm has high performance and is insensitive to noise.

원전용 비상디젤발전기 국외 손상사례 분석에 관한 연구 (A Study on the Analysis of Failures Related to Emergency Diesel Generators in Overseas Nuclear Power Plants)

  • 장정환;김진성;정해동;조권회
    • 한국압력기기공학회 논문집
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    • 제5권1호
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    • pp.32-37
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    • 2009
  • The emergency diesel generator (EDG) in a nuclear power plant (NPP) shall start within 10 secondss and supply electrical power to engineered safety features within one minute and less if a loss of offsite power (LOOP), A design-basis event, or their combination occur. Each NPP has an EDG set consisting of two diesel generators for redundancy. In addition to the EDG set, an alternate Alternating Current Diesel Generator (AAC DG) is installed and shared by several units to cope with a station black out (SBO), i.e., loss of the offsite power concurrent with reactor trip and unavailability of the EDG set. The objective of this study is to analyze the failure data of emergency diesel generators reported in overseas nuclear power plants.

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INDEPENDENTLY GENERATED MODULES

  • Kosan, Muhammet Tamer;Ozdin, Tufan
    • 대한수학회보
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    • 제46권5호
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    • pp.867-871
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    • 2009
  • A module M over a ring R is said to satisfy (P) if every generating set of M contains an independent generating set. The following results are proved; (1) Let $\tau$ = ($\mathbb{T}_\tau,\;\mathbb{F}_\tau$) be a hereditary torsion theory such that $\mathbb{T}_\tau$ $\neq$ Mod-R. Then every $\tau$-torsionfree R-module satisfies (P) if and only if S = R/$\tau$(R) is a division ring. (2) Let $\mathcal{K}$ be a hereditary pre-torsion class of modules. Then every module in $\mathcal{K}$ satisfies (P) if and only if either $\mathcal{K}$ = {0} or S = R/$Soc_\mathcal{K}$(R) is a division ring, where $Soc_\mathcal{K}$(R) = $\cap${I 4\leq$ $R_R$ : R/I$\in\mathcal{K}$}.

Temperature control of a batch PMMA polymerization reactor using adaptive predictive control algorithm

  • Huh, Yun-Jun;Ahn, Sung-Mo;Rhee, Hyun-Ku
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1995년도 Proceedings of the Korea Automation Control Conference, 10th (KACC); Seoul, Korea; 23-25 Oct. 1995
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    • pp.51-55
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    • 1995
  • An adaptive unified predictive control (UPC) algorithm is applied to a batch polymerization reactor for poly(methyl methancrylate) (PMMA) and the effects of controller parameters are investigated. Computational studies are performed for a batch polymerization system model developed in this study. A transfer function in parametric form is estimated by recursive least squares (RLS) method, and the UPC algorithm is implemented to control the reactor temperature on the basis of this transfer function. The adaptive unified predictive controller shows a better performance than the PID controller for tracking set point changes, especially in the latter part of reaction course when gel effect becomes significant. Various performance can be acquired by selecting adequate values for parameters of the adaptive unified predictive controller; in other words, the optimal set of parameters exists for a given set of reaction conditions and control objective.

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서보 제어계 설계지원을 위한 퍼지추론 TOOL의 개발 (The development of fuzzy reasoning tool for the support design of servo system)

  • 노창주;홍순일
    • Journal of Advanced Marine Engineering and Technology
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    • 제19권4호
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    • pp.72-78
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    • 1995
  • The diffusion of fuzzy logic techniques into real applications requires specific software supports which save development time and reduce the programming effort. But we has been lack of a tool devoted to support the design of fuzzy controllers. In this paper, on the basis of the general fuzzy set and .alpha.-cut set decomposition of fuzzy sets, a set of fuzzy reasoning tool(FRT) devoted to support the design of fuzzy dontroller for servo systems is developed. The major features of this tool are: 1) It supports users to analyze fuzzy ingerence status based on input deta and expected results by three-D graphic display. 2) It supports users to prepare input data and expected result. 3) It supports users to tuned scaling factor of membership functions, rules and fuzzy inference. The paper shows how the suggested design tools are suitable to give a consistent answer to the tuning of fuzzy control system. This FRT is expected to exert good performance and devoted to support which the design of fuzzy controller is illustrated in the servo systems.

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Differentiation of Glycan Diversity with Serial Affinity Column Set (SACS)

  • Shin, Jihoon;Cho, Wonryeon
    • Mass Spectrometry Letters
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    • 제7권3호
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    • pp.74-78
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    • 2016
  • Targeted glycoproteomics is an effective way to discover disease-associated glycoproteins in proteomics and serial affinity chromatography (SAC) using lectin and glycan-targeting antibodies shows glycan diversity on the captured glycoproteins. This study suggests a way to determine glycan heterogeneity and structural analysis on the post-translationally modified proteins through serial affinity column set (SACS) using four Lycopersicon esculentum lectin (LEL) columns. The great advantage of this method is that it differentiates between glycoproteins on the basis of their binding affinity. Through this study, some proteins were identified to have glycoforms with different affinity on a single glycoprotein. It will be particularly useful in determining biomarkers in which the disease-specific feature is a unique glycan, or a group of glycans.

음함수 곡면기법과 영역 분할법을 이용한 대형 폴리곤 모델의 홀 메움에 관한 연구 (A Study on Filling Holes of Large Polygon Model using Implicit Surface Scheme and Domain Decomposition Method)

  • 유동진
    • 한국정밀공학회지
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    • 제23권1호
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    • pp.174-184
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    • 2006
  • In order to fill the holes with complex shapes in the large polygon model, a new approach which is based on the implicit surface interpolation method combined with domain decomposition method is presented. In the present study, a surface is constructed by creating smooth implicit surface from the incomplete polygon model through which the surface should pass. In the method an implicit surface is defined by a radial basis function, a continuous scalar-valued function over the domain $R^3$ The generated surface is the set of all points at which this scalar function takes on the value zero and is created by placing zero-valued constraints at the vertices of the polygon model. In this paper the well-known domain decomposition method is used in order to treat the large polygon model. The global domain of interest is divided into smaller domains where the problem can be solved locally. LU decomposition method is used to solve a set of small local problems and their local solutions are combined together using the weighting coefficients to obtain a global solution. In order to show the validity of the present study, various hole fillings are carried out fur the large and complex polygon model of arbitrary topology.