• Title/Summary/Keyword: Automatic rule generation

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An Automatic Generation of XML Syntax Directed Editor (XML 구문 지향 편집기의 자동 생성)

  • 박호병;조용윤;신경희;김영철;유재우
    • Proceedings of the Korean Information Science Society Conference
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    • 2002.04b
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    • pp.349-351
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    • 2002
  • XML문서를 작성하는데 있어서 그 규칙이나 DTD에 익숙하지 않은 개발자에게 구문 지향 편집기는 효율적인 환경을 제공해 준다. 이러한 구문 지향 편집기를 생성하는 도구로서 Synthesizer Generator등이 잘 알려져 있는데, 사용자는 Synthesizer Generator를 위해 구문 지향 편집기 생성 정보 표현 언어인 SSL(Syntheizer Specification Language)을 직접 작성해야 한다. 본 연구는 웹 문서 표준인 XML 구문 지향 편집기를 자동 생성하기 위한 방법을 제안한다. 제안된 방법은 입력된 XML DTD를 AST 형태로 변경하여DAG(Directed Acyclic Graph)를 추출하는 DAG 변환기, 생성된 DAG를 SSL로 변환하기 위한 DAG 핸들러와 SSL 변환기 모듈 그리고 변환된 SSL을 이용해 XML 구문 지향 편집기를 자동 생성하기 위한 Synthesizer Generator 사창을 포함한다. SSL 변환기는 SSL문서를 자동 생성하기 위한 모듈로서 추상 구문변환 모듈 역 파싱(Unparsing scheme)모듈 변형 규칙(Transformation rule) 표현 모듈로 구성된다. 사용자는 SSL변환기와 Synthesizer Generator의 사용을 통해 SSL을 직접 코딩해야 하는 노력과 불필요한 학습시간을 줄이고 빠르고 정확한 XML 구문 지향 편집기를 생성하므로 효율적인 XML 문서 작성할 수 있다.

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Design for a Hybrid System of Integration Kanban with MRPII

  • Song, Tae-Yeng;Jung, Seong-Won;Cao, Cheng-Xuan;Park, Jin-Woo
    • Proceedings of the Korea Society for Simulation Conference
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    • 2001.10a
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    • pp.280-287
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    • 2001
  • There have been some studies about hybrid production system, which integrate push system and pull system. Most of them are based on the simple production system considering one product line. Though there are many studies about hybrid production system, it\`s not practical to implement them for real factory, because most of them did not consider various factors about real factory. On this study we designed hybrid production system considering some factor - one is automatic kanban generation, the other is dispatching rule for Multi-tasking worker, and the last one is the priority of kanban. At last, We give simulation results fur a real company, which produce various cameras in Korea.

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AUTOMATIC BROADCAST VIDEO GENERATION FOR BALL SPORTS FROM MULTIPLE VIEWS

  • Choi, Kyu-Hyoung;Lee, Sang-Wook;Seo, Yong-Duek
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2009.01a
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    • pp.193-198
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    • 2009
  • Generally a TV broadcast video of ball sports is composed from those of multiple cameras strategically mounted around a stadium under the supervision of a master director. The director decides which camera the current view should be from and how the camera work should be. In this paper, such a decision rule is based on the 3D location of ball which is the result of multi-view tracking. While current TV sports broadcast are accompanied with professional cameramen and expensive equipments, our system requires few video cameras and no cameraman. The resulted videos were stable and informative enough to convey the flow of a match.

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A Three-Step Preprocessing Algorithm for Enhanced Classification of E-Mail Recommendation System (이메일 추천 시스템의 분류 향상을 위한 3단계 전처리 알고리즘)

  • Jeong Ok-Ran;Cho Dong-Sub
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.54 no.4
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    • pp.251-258
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    • 2005
  • Automatic document classification may differ significantly according to the characteristics of documents that are subject to classification, as well as classifier's performance. This research identifies e-mail document's characteristics to apply a three-step preprocessing algorithm that can minimize e-mail document's atypical characteristics. In the first 5go, uncertain based sampling algorithm that used Mean Absolute Deviation(MAD), is used to address the question of selection learning document for the rule generation at the time of classification. In the subsequent stage, Weighted vlaue assigning method by attribute is applied to increase the discriminating capability of the terms that appear on the title on the e-mail document characteristic level. in the third and last stage, accuracy level during classification by each category is increased by using Naive Bayesian Presumptive Algorithm's Dynamic Threshold. And, we implemented an E-Mail Recommendtion System using a three-step preprocessing algorithm the enable users for direct and optimal classification with the recommendation of the applicable category when a mail arrives.

AUTOMATIC TUNING OF FUZZY OPTIMAL CONTROL SYSTEM

  • Hoon-Kang;Lee, Hong-Gi-;Kim, Yong-Ho-;Jeon, Hong-Tae
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1993.06a
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    • pp.1195-1198
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    • 1993
  • We investigate a systematic design procedure of automated rule generation of fuzzy logic based controller for uncertain dynamic systems such as an engine dynamic model.“Automated Tuning”means autonomous clustering or collection of such meaningful transitional relations in the state-space. Optimal control strategies are included in the design procedures, such as minimum squared error, minimum time, minimum energy or combined performance criteria. Fuzzy feedback control systems designed by the cell-state transition method have the properties of closed-loop stability, robustness under parameter variabtions, and a certain degree of optimality. Most of all, the main advantage of the proposed approach is that reliability can be potentially increased even if a large grain of uncertainty is involved within the control system under consideration. A numerical example is shown in which we apply our strategic fuzzy controller design to a highly nonlinear model of engine idle speed contr l.

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Analysis of Machine Learning Algorithm for Automatic Rule Generation on Network base Intrusion Detection (네트워크기반 침입탐지 룰 자동생성을 위한 기계학습알고리즘의 비교분석)

  • Kim, Hyun-Jung;Won, Il-Young;Hwang, Sook-Hee;Lee, Chang-Hoon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2002.04b
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    • pp.857-860
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    • 2002
  • 현재의 침입탐지 시스템은 전문가의 수작업을 통해 공격에 대한 룰을 만들어 왔다. 최근 급속도로 증가하고 있는 새로운 공격 패턴에 대한 즉각적인 대처를 위해 침입탐지 시스템에서의 자동 룰 생성은 이미 중요한 관심사로 부각되고 있다. 본 논문에서는 자동 롤 생성을 위하여 적용될 수 있는 알고리즘의 효율성을 비교하기 위하여, 몇 가지 알고리즘을 대상으로 비교 실험을 하였다. 본 실험 결과는 앞으로 자동 룰 생성을 위한 알고리즘 선택에 지침서 역할을 할 수 있을 것이다.

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A Study on the Testcase Automatic Generation Algorithm for Improving Test Environment (테스트 환경 개선을 위한 테스트케이스 자동 생성 알고리즘 연구)

  • Wone, Yein;Lee, Janghaeng;Kim, Jiwoon;Kwon, Ohseung;Son, Yunsik
    • Proceedings of the Korea Information Processing Society Conference
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    • 2019.10a
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    • pp.664-667
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    • 2019
  • 소프트웨어 개발 주기의 마지막 단계인 테스팅 단계의 가치 및 중요도가 높아짐에 따라, 소프트웨어 테스팅 자동화 도구에 대한 수요 역시 비례하여 증가하는 추세이다. 이에 테스트 자동화 도구를 개발하여 테스트 기간 및 소요 인력, 비용을 감소시킴과 동시에 테스트 성능은 유지 혹은 개선시켜 소프트웨어 품질을 향상시키고자 한다. 본 연구에서는 Rule-based random testing 을 위한 테스트케이스 자동 생성 프로그램을 개발하고 이를 위한 테스트케이스 자동 생성 알고리즘을 제안한다.

A Study on the Implementation of CAM Generator Using Objected-Oriented Programming (객체 지향형 프로그래밍을 이용한 CAM 생성기 구현에 관한 연구)

  • 백인천;박노경;차균현
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.16 no.12
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    • pp.1313-1323
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    • 1991
  • n this thesis CAM(content Addressable Memory) generator and graphic display tool for run-plot sequence in automatic generation of CAM are presented. We show that implementing the layout generation, graphic menu, mouse driver, and data structure by using the basic classes is clear and easy in modification than the conventional procedural language. For the implementation of generator which is independent of design rule or process, we use the parameterized cell so that basic cell can be changed according to user's inputs. and perform the layout by means of placement and routing using pitch mathching. Finally, the display of CIF which generated and constitution of graphic menu for total run-plot sequence are explained.

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A Two-Phase Stock Trading System based on Pattern Matching and Automatic Rule Induction (패턴 매칭과 자동 규칙 생성에 기반한 2단계 주식 트레이딩 시스템)

  • Lee, Jong-Woo;Kim, Yu-Seop;Kim, Sung-Dong;Lee, Jae-Won;Chae, Jin-Seok
    • The KIPS Transactions:PartB
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    • v.10B no.3
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    • pp.257-264
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    • 2003
  • In the context of a dynamic trading environment, the ultimate goal of the financial forecasting system is to optimize a specific trading objective. This paper proposes a two-phase (extraction and filtering) stock trading system that aims at maximizing the rates of returns. Extraction of stocks is performed by searching specific time-series patterns described by a combination of values of technical indicators. In the filtering phase, several rules are applied to the extracted sets of stocks to select stocks to be actually traded. The filtering rules are automatically induced from past data. From a large database of daily stock prices, the values of technical indicators are calculated. They are used to make the extraction patterns, and the distributions of the discretization intervals of the values are calculated for both positive and negative data sets. We assumed that the values in the intervals of distinctive distribution may contribute to the prediction of future trend of stocks, so the rules for filtering stocks are automatically induced from the data in those intervals. We show the rates of returns when using our trading system outperform the market average. These results mean rule induction method using distributional differences is useful.

Design and Load Map of the Next Generation Convergence Security Framework for Advanced Persistent Threat Attacks

  • Lee, Moongoo
    • IEIE Transactions on Smart Processing and Computing
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    • v.3 no.2
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    • pp.65-73
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    • 2014
  • An overall responding security-centered framework is necessary required for infringement accidents, failures, and cyber threats. On the other hand, the correspondence structures of existing administrative, technical, physical security have weakness in a system responding to complex attacks because each step is performed independently. This study will recognize all internal and external users as a potentially threatening element. To perform connectivity analysis regarding an action, an intelligent convergence security framework and road map is suggested. A suggested convergence security framework was constructed to be independent of an automatic framework, such as the conventional single solution for the priority defense system of APT of the latest attack type, which makes continuous reputational attacks to achieve its goals. This study suggested the next generation convergence security framework to have preemptive responses, possibly against an APT attack, consisting of the following five hierarchical layers: domain security, domain connection, action visibility, action control, and convergence correspondence. In the domain, the connection layer suggests a security instruction and direction in the domains of administrative, physical and technical security. The domain security layer has consistency of status information among the security domain. A visibility layer of an intelligent attack action consists of data gathering, comparison and decision cycle. The action control layer is a layer that controls the visibility action. Finally, the convergence corresponding layer suggests a corresponding system of before and after an APT attack. The administrative security domain had a security design based on organization, rule, process, and paper information. The physical security domain is designed to separate into a control layer and facility according to the threats of the control impossible and control possible. Each domain action executes visible and control steps, and is designed to have flexibility regarding security environmental changes. In this study, the framework to address an APT attack and load map will be used as an infrastructure corresponding to the next generation security.