• Title/Summary/Keyword: LM

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Tests for Panel Regression Model with Unbalanced Data

  • Song, Suck-Heun;Jung, Byoung-Cheol
    • Journal of the Korean Statistical Society
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    • v.30 no.3
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    • pp.511-527
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    • 2001
  • This paper consider the testing problem of variance component for the unbalanced tow=-way error component model. We provide a conditional LM test statistic for testing zero individual(time) effects assuming that the other time-specific(individual)efefcts are present. This test is extension of Baltagi, Chang and Li(1998, 1992). Monte Carlo experiments are conducted to study the performance of this LM test.

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Foreign Cases and Domestic Status of Fixed to Mobile Call Routing (이동망과 고정망간 접속경로설정 해외사례 및 국내현황 분석)

  • Byun, J.H.
    • Electronics and Telecommunications Trends
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    • v.15 no.2 s.62
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    • pp.32-40
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    • 2000
  • 상호접속고시기준에 따라 2000년부터 “유선전화가입자로부터 이동전화가입자로의 착신통화(이하 LM 통화라 한다)”의 접속료를 현행 수익배분방식에서 원가검증을 통한 정산방식으로 전환하여야 한다. 이에 따라 수익배분 하에서는 문제가 되지 않았던 LM 통화의 접속경로설정 방법이 사업자간에 쟁점사항으로 대두될 전망이다. 이는 접속경로를 어떻게 설정하느냐가 접속원가산정에 상당한 영향을 미치기 때문이다. 본 고에서는 영국, 호주, 일본에서의 LM 통화 접속경로설정 사례와 국내현황을 살펴보고 현행제도의 개선대안을 검토해 보고자 한다.

LM Tests in Nested Serially Correlated Error Components Model with Panel Data

  • Song, Seuck-Heun;Jung, Byoung-Cheol;Myoungshic Jhun
    • Journal of the Korean Statistical Society
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    • v.30 no.4
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    • pp.541-550
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    • 2001
  • This paper considers a panel data regression model in which the disturbances follow a nested error components with serial correlation. Given this model, this paper derives several Lagrange Multiplier(LM) testis for the presence of serial correlation as well as random individual effects, nested effects, and for existence of serial correlation given random individual and nested effects.

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Foreign Cases and Domestic Status of Fixed-to-Mobile Call Routing (이동망과 공정망간 상호접속제도 개선방향)

  • 변재호
    • Proceedings of the Korea Technology Innovation Society Conference
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    • 1999.11c
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    • pp.359-376
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    • 1999
  • 상호접속고시기준에 따라 2000년부터 "유선전화 가입자로부터 이동전화 가입자로의 착신통화(이하 LM통화라 한다)"의 접속료를 현행 수익배분방식에서 원가검증을 통한 전산방식으로 전환하여야 한다. 이에 따라 수익배분 하에서는 문제가 되지 않았던 LM통화의 접속경로 설정방법이 사업자간에 쟁점사항으로 대두될 전망이다. 이는 접속경로를 어떻게 설정하느냐가 접속원가산정에 상당한 영향을 미치기 때문이다. 본 고에서는 영국, 호주, 일본에서의 LM통화 접속경로 설정사례와 국내 현황을 살펴보고 현행제도의 개선방안을 검토해 보고자 한다.

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Language Model Adaptation Based on Topic Probability of Latent Dirichlet Allocation

  • Jeon, Hyung-Bae;Lee, Soo-Young
    • ETRI Journal
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    • v.38 no.3
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    • pp.487-493
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    • 2016
  • Two new methods are proposed for an unsupervised adaptation of a language model (LM) with a single sentence for automatic transcription tasks. At the training phase, training documents are clustered by a method known as Latent Dirichlet allocation (LDA), and then a domain-specific LM is trained for each cluster. At the test phase, an adapted LM is presented as a linear mixture of the now trained domain-specific LMs. Unlike previous adaptation methods, the proposed methods fully utilize a trained LDA model for the estimation of weight values, which are then to be assigned to the now trained domain-specific LMs; therefore, the clustering and weight-estimation algorithms of the trained LDA model are reliable. For the continuous speech recognition benchmark tests, the proposed methods outperform other unsupervised LM adaptation methods based on latent semantic analysis, non-negative matrix factorization, and LDA with n-gram counting.

A Study on the Fatigue Test and Performance Evaluation for Linear Motion Rolling Bearing (직선운동베어링 성능평가방법의 표준화 및 내구성 시험에 관한 연구)

  • 김태범;김동길;이상조;김익수;이위로;이동규
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2003.06a
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    • pp.1270-1274
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    • 2003
  • The objective of this paper is to introduce the standard of evaluation methods and fatigue test for linear motion rolling bearing. In particular, attention well be given to the list of evaluation and fatigue results in this paper. The life of a linear motion rolling bearing is given by the length of distance covered between the connection parts before the first evidence of fatigue develops in the material of one of the raceways of rolling elements. The main factors that contribute to fatigue failures include: Number of load cycles experienced; Range of stress experienced in each load cycle; Mean stress experienced in each toad cycle; Presence of local stress concentrations.

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Dynamic Characteristics of Linear Motion Guide Supported by Rolling Ball Bearings (볼 베어링을 이용 Linear Motion Guide의 동적 특성에 관한 연구)

  • 최재석;이용섭;김윤영;이동진;이성진;유정훈
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2004.05a
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    • pp.326-331
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    • 2004
  • The linear motion (LM) guide using ball bearing has many advantages compared with conventional sliding guides. Therefore, LM guide using ball bearing has been used widely to increase the accuracy of the position of a system. This research investigates dynamic characteristics of LM guide through mainly linear analysis. Linear analysis is accomplished by Lagrange equation and finite element method. And another trial that is nonlinear analysis about one mode of LM guide(bouncing mode) from Hertzian contact theory is accomplished in the latter half of this research. Through nonlinear analysis we could observe the softening characteristic due to the Hertzian contact nonlinearity.

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Selection of CBN-Wheel for Internal Grinding of LM-Guide (LM가이드 내경연삭을 위한 CBN 숫돌 선정)

  • Koo, Yang;Heo, Jung-Sik
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.2 no.4
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    • pp.40-45
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    • 2003
  • In this paper, to choose the optimum CBN wheel for Internal Grinding at LM Guide, among 7 types of CBN-wheels, the 2 types of CBN-wheels, which were the macrofracture CBN wheel and the microfracture CBN wheel, have been used, and the SCM420H have been used as the workpiece. The working conditions in the grinding experiments were depth-of-cut, table speed, and spindle speed for 4 types of the CBN grinding wheels, 2 types of the lubrications. By the experiments, the loading effect of the microfracture types of the CBN-wheel needed a short dressing interval and resulted in grinding wheel wear and bad surface roughness. However, a macrofracture type of CBN-wheel with the concentration of 100, CB120Q100V showed the best surface roughness quality at a low table speed for internal grinding at LM-guide.

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LM-BP algorithm application for odour classification and concentration prediction using MOS sensor array (MOS 센서어레이를 이용한 냄새 분류 및 농도추정을 위한 LM-BP 알고리즘 응용)

  • 최찬석;변형기;김정도
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.210-210
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    • 2000
  • In this paper, we have investigated the properties of multi-layer perceptron (MLP) for odour patterns classification and concentration estimation simultaneously. When the MLP may be has a fast convergence speed with small error and excellent mapping ability for classification, it can be possible to use for classification and concentration prediction of volatile chemicals simultaneously. However, the conventional MLP, which is back-Propagation of error based on the steepest descent method, was difficult to use for odour classification and concentration estimation simultaneously, because it is slow to converge and may fall into the local minimum. We adapted the Levenberg-Marquardt(LM) algorithm [4,5] having advantages both the steepest descent method and Gauss-Newton method instead of the conventional steepest descent method for the simultaneous classification and concentration estimation of odours. And, We designed the artificial odour sensing system(Electronic Nose) and applied LM-BP algorithm for classification and concentration prediction of VOC gases.

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Dynamic Characteristics of Linear Motion Supported by Rolling Ball Bearings (볼 베어링을 사용하는 선형 운동 가이드의 동적 특성)

  • Choi Jae Seok;Yi Yong-sub;Kim Yoon Young;Lee Dong Jin;Lee Sung Jin;Yoo Jeonghoon
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.14 no.9 s.90
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    • pp.868-876
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    • 2004
  • The linear motion(LM) guide using ball bearing has many advantages compared with conventional sliding guides. Therefore, LM guide using ball bearing has been widely used to increase the accuracy of the position of a system. This research investigates dynamic characteristics of LM guide through mainly linear analyses. Linear analysis is accomplished by Lagrange equation and the finite element method. And another trial that performs nonlinear analysis about one mode(bouncing mode) of LM guide from Hertzian contact theory is accomplished in the latter half of this research. Through nonlinear analysis we could observe the softening characteristic due to the Hertzian contact nonlinearity.