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Assessing Cure Rates via Piecewise Gompertz model with Covariates

  • Chung, Dae-Hyun;Won, Dong-Yu
    • Journal of the Korean Data and Information Science Society
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    • v.10 no.2
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    • pp.445-455
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    • 1999
  • We modify the Gompertz regression model for estimation of cure rates from pediatric clinical trials by assuming different hazard rates on the different periods. A treatment period may be divided by the stages of treatments under the different treatment arms. The piecewise Gompertz models provide an efficient method for estimation of the cure rates and a method for testing the difference of the treatment effects in the given interval.

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Testing Uniformity Based on Vasicek's Estimator

  • Kim, Jong-Tae;Cha, Young-Joon
    • Journal of the Korean Data and Information Science Society
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    • v.15 no.1
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    • pp.119-127
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    • 2004
  • To test uniformity of a population, we modify the test statistic based on the sample entropy in the literature, and establish its limiting distribution under weaker conditions, which improves the existing results. It is also to study the proposed test statistic based on Vasicek's entropy estimator is consistent.

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Analyzing Customer Management Data by Data Mining: Case Study on Chum Prediction Models for Insurance Company in Korea

  • Cho, Mee-Hye;Park, Eun-Sik
    • Journal of the Korean Data and Information Science Society
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    • v.19 no.4
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    • pp.1007-1018
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    • 2008
  • The purpose of this case study is to demonstrate database-marketing management. First, we explore original variables for insurance customer's data, modify them if necessary, and go through variable selection process before analysis. Then, we develop churn prediction models using logistic regression, neural network and SVM analysis. We also compare these three data mining models in terms of misclassification rate.

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Document Management System based on SGML (SGML 을 기반으로 하는 문서관리시스템 개발)

  • Park, Nam-Kyu;Shin, D.S.
    • IE interfaces
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    • v.10 no.3
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    • pp.109-116
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    • 1997
  • Document management system is a tool, based on the document life cycle concept, for structured management of various documents within an organization. In this paper, we address a development process of document management system based on SGML. We have developed a document management system which can support a variety of types in documents such as informal data, HTML, CGI and so on. Using the developed system, users can access documents in the system through an internet browser, and also add or modify existing documents.

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Boundary stress resolution and its application to adaptive finite element analysis

  • Deng, Jianhui;Zheng, Hong;Ge, Xiurun
    • Structural Engineering and Mechanics
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    • v.6 no.1
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    • pp.115-124
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    • 1998
  • A novel boundary stress resolution method is suggested in this paper, which is based upon the displacements of finite element analysis and of high precision with stress boundary condition strictly satisfied. The method is used to modify the Zienkiewicz-Zhu ($Z^2$) a posteriori error estimator and for the h-version adaptive finite element analysis of crack problems. Successful results are obtained.

A random number generator based on the combination of the Multiple Recursive Generators (다중귀납적생성기의 조합에 기초한 난수생성기)

  • 김태수;이영해
    • Proceedings of the Korea Society for Simulation Conference
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    • 2001.05a
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    • pp.164-168
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    • 2001
  • The Multiple Recursive Generator(MRG) has been considered by many scholars as a very good Random Number generator. For the long period and excellent statistical properties, the method of the combination with random number generators are used. In this paper, for two-combined MRGs, we examine the statistical properties and show the importance of the seeds likewise other random number generators. And we modify the two-combined MRGs and verify the statistical superiority.

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A Study on Design of Parser Using GPSG (일반화 구구조 문법(GPSG)을 이용한 구문 해석기의 설계)

  • 우요섭;최병욱
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.26 no.12
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    • pp.1975-1983
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    • 1989
  • Implementing the linguistic theories on computer, we resolve the problems for restrictions of computer and increase processing efficiency for systemization not for linguistic theory itself. Thus, we modify the grammatical theory to be applied to systems. This paper reports the various problems about constructing dictionaies, defining rules, and appling universal principles and metarules, which is caused to implement the systems based on GPSG. In semantic interpretations, logical expressions which correspond Montague grammar are acquired, and we make a rule connect with several logical expressions. And we show the efficiency of the this method through implementing parser.

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Adaptive Wavelet Denoising For Speech Rocognition in Car Interior Noise

  • 김이재;양성일;Kwon, Y.;Jarng, Soon S.
    • The Journal of the Acoustical Society of Korea
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    • v.21 no.4
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    • pp.178-178
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    • 2002
  • In this paper, we propose an adaptive wavelet method for car interior noise cancellation. For this purpose, we use a node dependent threshold which minimizes the Bayesian risk. We propose a noise estimation method based on spectral entropy using histogram of intensity and a candidate best basis instead of Donoho's best bases. And we modify the hard threshold function. Experimental results show that the proposed algorithm is more efficient, especially to heavy noisy signal than conventional one.

Obstacle Avoidance Algorithm for Vehicle using Fuzzy Inferences

  • Kawaji, Shigeyasu;Matsunaga, Nobutomo
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1993.06a
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    • pp.1246-1249
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    • 1993
  • In this paper, we propose an algorithm of obstacle avoidance using fuzzy inferences. After the basic idea of the path generation algorithm using piecewise polynomials is described, the obstacle avoidance problem using fuzzy inferences is considered. Main concept of the avoidance algorithm is to modify intermittent point data using fuzzy inferences and to generate the collision free path based on the modified data. Finally, simulation result demonstrate the effectiveness of the proposed algorithm.

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