• Title/Summary/Keyword: number of possible rules

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관심 항목의 발생 가능한 규칙의 수를 고려한 연관성 평가기준 (Association rule thresholds considering the number of possible rules of interest items)

  • 박희창
    • Journal of the Korean Data and Information Science Society
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    • 제23권4호
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    • pp.717-725
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    • 2012
  • 데이터 마이닝은 데이터베이스로부터 쉽게 드러나지 않는 의미 있는 정보를 생성하는 기법이다. 이 중에서 연관성 규칙은 일반적으로 발생 여부를 나타내는 자료를 이용하여 지지도, 신뢰도, 향상도 등을 수치화함으로써 항목들 간의 관련성을 나타낸다. 기존의 연관성 규칙은 발생 빈도의 크기를 고려하지 않음으로써 정보 손실에 의한 오류를 범할 수 있다. 이를 위해 본 논문에서는 발생 가능한 규칙의 수를 고려한 연관성 평가 기준들을 제안하고 예제를 통하여 기존 연구와 비교한 후, 본 논문에서 제안한 연관성 평가 기준의 유용성을 살펴보았다. 실제 데이터를 통하여 분석한 결과, 기존의 연관성 규칙 평가 기준은 관심항목 수와 트랜잭션의 수를 2배로 하여도 지지도와 신뢰도, 향상도의 값이 동일한 반면에 본 논문에서 제안한 평가 기준은 발생 가능한 규칙의 수를 고려하기 때문에 각각의 평가 기준의 값들이 트랜잭션의 수에 따라 다르다는 것을 알 수 있었다. 또한 본 논문에서 제안하는 평가 기준이 기존의 연관성 규칙 평가 기준에 비해 좀 더 정확한 정보를 제공하는 것을 알 수 있다. 특히 본 논문에서 제안한 신뢰도의 범위가 기존 연관성 평가 기준에 비해 크므로 좀 더 비교 가능한 정보를 제공하는 동시에 향상도의 비교를 용이하게 한다고 할 수 있다.

전자식(電子式) 선하증권(船荷證券)과 국제운송규칙(國際運送規則) (A Study on the application of International Transport Law to electronic bill of lading)

  • 양정호
    • 무역상무연구
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    • 제20권
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    • pp.369-385
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    • 2003
  • Contracts of carriage evidenced by bill of lading which are made between carrier and unidentified number of the shipper are to a large extent regulated by statute law such as Hague-Visby Rules and Hamburg Rules. These rules qualifies the contractual liberty of parties and especially restrains the carrier from introducing exemption from his liability beyond those admitted by the Rules. However, these Rules are applied only to goods in respect of which a bill of lading or similar document of title has been issued. In this reason, it is possible that liability of carrier in respect of goods shipped could become an issue where electronic bill of lading is used instead of paper bill of lading because electronic bill of lading is not generally recognised document of title in existing rule. Thus, this article discuss the relation between the carrier who create electronic bill of lading and the Rules regulating liability of carrier. Also, new Rules which has been examining in UNCITRAL will be introduced.

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Comparative Evaluation of Multipurpose Reservoir Operating Rules Using Multicriterion Decision Analysis Techniques

  • Ko, Seok-Ku;Lee, Kwang-Man;Ko, luk-Hwan
    • Korean Journal of Hydrosciences
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    • 제4권
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    • pp.65-79
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    • 1993
  • Selection of the best operating rule among a set of alternatives for a multipurpose reservoir system operation requires to evaluate many minor criteria in addition to the major objectives assessed to the system. These problems are sufficiently complex and difficult that they are beyond heuristic decision rules and experiences in case several noncommensurable multiple criteria are included in the evaluation. With the assistance of multicriterion decision analysis techniques, it is possible to select the best one among various alternatives by systematically comparing and ranking the alternatives with respect to the criteria of choice. Evaluation criteria for multipurpose reservoir system operating rules were identified and defined, and the multicriterion decision analysis techniques were applied to evaluate the four existing operating rules of the Chungju multipurpose project according to the identified nine multiple criteria. The application results show that the methodology is very efficient to select the best operation alternative among a finite number of operating rules with many evaluation criteria for a large-scale reservoir system operation.

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우회덤핑 방지 제도에 대한 연구: 미국 및 EU 제도를 중심으로 (A Study on Anti-Circumvention Rules: with Focus on the US' and the EU's Systems )

  • 조영진
    • 무역학회지
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    • 제47권5호
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    • pp.223-240
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    • 2022
  • Anti-circumvention rules were discussed profoundly during the Uruguay Round and the DDA negotiations, although WTO members failed to reached an agreement to introduce it to the WTO Anti-Dumping Agreement. However, as the cases of circumvention of anti-dumping duties increase, a number of countries have enacted anti-circumvention regulations as part of their anti-dumping laws. This study aims to analyze anti-circumvention rules from the perspective of WTO law. After overviewing the object and purpose of anti-dumping and anti-circumvention regulations, it examines anti-circumvention regulations of the US, the EU, and India. Next, the study explores the possible WTO-inconsistent aspects of those regulations. Then, it discusses whether it would be preferable for countries not equipped with anti-circumvention regulations, such as Korea, to have one. Thereafter, this study proposes Korean government to introduce anti-circumvention rules into its anti-dumping law.

KCAB 국제중재규칙과 CIETAC 중재규칙의 비교연구 (A Comparative Study on the International Arbitration Rules of KCAB and Arbitration Rules of CIETAC)

  • 신군재
    • 한국중재학회지:중재연구
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    • 제18권2호
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    • pp.33-54
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    • 2008
  • The KCAB enacted their new international arbitration rules(the KCAB rules) in 2007 wheres The CIETAC revised their arbitration rules(the CIETAC new rules) in 2005. This article investigates some practical problems on both rules respectively and helps trading companies to proceed arbitration by these rules. This study finds some problems as follows. There are the following problems in KCAB rules. First, application fee is too expensive fee. So KCAB should cut down their application fee. Second, if there is no agreement on number of arbitrators, the arbitration is processed by sole arbitrator. But it is very difficult for sole arbitrator to process international arbitration due to characteristics of international arbitration such as complexity of case and a large sum of claim. Third, a period of selection of arbitrator is long. In view of developing of communication means, this period is needed more short. In the meantimes, there are the following problems in CIETAC rules. First, though the CIETAC new rules enlarges the right of parties autonomy such as selection of arbitration rules or revise of it, China arbitration Act stipulates a institute arbitration which restrict partie's autonomy. Second, if there is no agreement on arbitrators, the CIETAC appoints chair of tribural in three arbitrators ion or sole arbitrators. is processed by sole arbitrator. Third, a draft of arbitral award is checked by the CIETAC in advance. Especially, the two latter problems is possible for foreigners to have doubts of fairness of CIETAC arbitration. Becuase the CIETAC is not a complete independent private institution. Consequently, I suggest that Korean trading companies should examine problems of these two arbitration rules carefully, and select a most appropriate rules for settlement of their disputes with Chines companies.

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부호치환 규칙을 이용한 광2-비트가산기 (Optical 2-bit Adder Using the Rule of Symbolic Substitiution)

  • 조웅호;배장근;김정우;노덕수;김수중
    • 한국통신학회논문지
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    • 제18권6호
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    • pp.871-880
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    • 1993
  • 전통적인 2진 가산규칙은 올림수를 발생시키고 MSB까지 올림수 전달이 발생하므로 직렬가산을 수행한다. 따라서 2진 가산에서 올림수 전달은 광의 병렬성을 최대한으로 이용할 수가 없다. MSD 수체계를 사용한 평가산기는 전통적인 2진 가산에서 발생하는 연속적인 올림수 전달을 제한하도록 제안되었다. 그러나 MSD 수체계는 MSD의 3가지 디지트를 표현하기 위하여 3가지 다른 상태로 부호화해야 한다. 본 논문에서는 SS방법을 사용하여 2-비트 가산규칙에 근거한 광병렬 가산기의 구성을 제안한다.

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부분적으로 가려진 물체의 인식 룰의 습득 (Learning Rules for Partially Occluded Object Recognition)

  • 정재영;김문현
    • 대한전자공학회논문지
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    • 제27권6호
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    • pp.954-962
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    • 1990
  • Experties of recognizing an object despite of every possible occlusions among objects is difficult to be provided directly to a system. In this paper, we propose a method for inferring inherent shape-characteirstics of an object from training views provided. The method learns rules incrementally by alternating the rule induction process from limited number of training views and the rule verification process from the following taining views. The learned rules are represented using logical expressions to enhance the readability. Thr proposed method is tested by simulating occlusions on 2-dimensional objects to examine the learning process and to show improvement of recognition rate. Thr result shows that it can be applied to a practical system for 3-dimensional object recognition.

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Inconsistency in Fuzzy Rulebase: Measure and Optimization

  • Shounak Roychowdhury;Wang, Bo-Hyeun
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제1권1호
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    • pp.75-80
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    • 2001
  • Rule inconsistency is an important issue that is needed to be addressed while designing efficient and optimal fuzzy rule bases. Automatic generation of fuzzy rules from data sets, using machine learning techniques, can generate a significant number of redundant and inconsistent rules. In this study we have shown that it is possible to provide a systematic approach to understand the fuzzy rule inconsistency problem by using the proposed measure called the Commonality measure. Apart from introducing this measure, this paper describes an algorithm to optimize a fuzzy rule base using it. The optimization procedure performs elimination of redundant and/or inconsistent fuzzy rules from a rule base.

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Design of type 316L stainless steel 700 ℃ high-temperature piping

  • Hyeong-Yeon Lee;Hyeonil Kim;Jaehyuk Eoh
    • Nuclear Engineering and Technology
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    • 제55권10호
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    • pp.3581-3590
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    • 2023
  • High-temperature design evaluations were conducted on Type 316L stainless steel piping for a 700 ℃ large-capacity thermal energy storage verification test loop (TESET) under construction at KAERI. The hot leg piping with sodium coolant at 700 ℃ connects the main components of the loop heater, hot storage tank, and air-to-sodium heat exchanger. Currently, the design rules of ASME B31.1 and RCC-MRx provide design procedures for high-temperature piping in the creep range for Type 316L stainless steel. However, the design material properties around 700 ℃ are not available in those rules. Therefore, a number of material tests, including creep tests at various temperatures, were conducted to determine the insufficient material properties and relevant design coefficients so that high-temperature design on the 700 ℃ piping may be possible. It was shown that Type 316L stainless steel can be used in a 700 ℃ high-temperature piping system of Generation IV reactor systems or a renewable energy systems, such as thermal energy storage systems, for a limited operation time.

다단포머-볼트류 공정 및 금형설계 자동화 시스템 개발 (A Study of Automated Process Planning and Die Design for Multi Former-Bolt Products)

  • 박철우;강정훈;이준호;김철;김문생;최재찬
    • 한국정밀공학회지
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    • 제20권4호
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    • pp.29-38
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    • 2003
  • This paper deals with an automated computer-aided process planning and die design system with which designer can determine operation sequences even after only a little experience in process planning and die design of multi former-bolt products by multi-stage former working. The approach is based on knowledge-based rules, and a process knowledge base consisting of design rules is built. Knowledge fur the system is formulated from plasticity theories, empirical results and the empirical knowledge of field experts. Programs for the system have been written in AutoLISP for AutoCAD with a personal computer. An attempt is made to link programs incorporating a number of expert design rules with the process variables obtained by commercial FEM softwares, DEFORM and ANSYS, to form a useful package. The system is composed of four main modules. The process planning and die design module considers several factors, such as the complexities of preform geometry, punch and die profiles, specifications of available multi former, and the availability of standard parts. It can provide a flexible process based on either the reduction in the number of forming sequences by combining the possible two processes in sequence, or the reduction of deviation of the distribution and the level of the required forming loads by controlling the forming ratios. The system uses 2D geometry recognition and is integrated with the technology of process planning, die design, and CAE analysis. The standardization of die parts for multi former-bolt products requiring a cold forging process is described. The system developed makes it possible to design and manufacture multi former-bolt products more efficiently.