• Title/Summary/Keyword: abstraction

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Decision Tree Classifier for Multiple Abstraction Levels of Data (다중 추상화 수준의 데이터를 위한 결정 트리 분류기)

  • Jeong, Min-A;Lee, Do-Heon
    • The KIPS Transactions:PartD
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    • v.10D no.1
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    • pp.23-32
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    • 2003
  • Since the data is collected from disparate sources in many actual data mining environments, it is common to have data values in different abstraction levels. This paper shows that such multiple abstraction levels of data can cause undesirable effects in decision tree classification. After explaining that equalizing abstraction levels by force cannot provide satisfactory solutions of this problem, it presents a method to utilize the data as it is. The proposed method accommodates the generalization/specialization relationship between data values in both of the construction and the class assignment phase of decision tree classification. The experimental results show that the proposed method reduces classification error rates significantly when multiple abstraction levels of data are involved.

On the difference between 'weight' and "heaviness' in the sense of Piaget (Piaget의 의미로서 무게와 무거움의 차이에 대하여)

  • Yoo, Yoon-Jae
    • The Mathematical Education
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    • v.47 no.2
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    • pp.221-224
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    • 2008
  • The article shows that the concept 'weight' and the concept 'heaviness' give rise to different abstractions in the sense of Piaget and that these two concepts are differentiated by set-theoretic devices. The failure of differentiation of these two concepts 'weight' and the 'heaviness' can cause the failure of learning of the difference between reflective abstraction and empirical reflective abstraction. To explain the Piagetian abstrcation in a classroom, the author suggests to use the concept 'color' instead of the concept 'weigtht'.

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Full Motion Video Abstraction and Search System (동영상 요약 및 검색 시스템)

  • 정진국;박주현;낭종호;김경수;하명환;정병희
    • Journal of Broadcast Engineering
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    • v.7 no.2
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    • pp.114-125
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    • 2002
  • Although there have been a lot of researches on a video abstraction algorithm, the video abstraction tool is necessary to correctly pick up some important shots in a video because the important shots might vary on the person's subjectivity. This paper proposes a video abstraction and search system for making a video abstraction automatically or manually. Proposed system has two main components, server and client. The server generates the Metadata and makes a video abstraction file. The description for video abstraction file is based on MPEG-7. Since proposed system has a function to manually correct the results of each step, the author could produce a good video abstraction easily and efficiently. The proposed system could be used to build a digital video library.

Extending the Abstraction Capability of BPMN by Introducing Vertical Abstraction (수직적 추상의 도입에 의한 BPMN 추상기능의 확장)

  • Kang, Sung-Won;Lee, Dan-Hyung;Ahn, Yu-Whoan
    • The KIPS Transactions:PartD
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    • v.16D no.2
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    • pp.223-236
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    • 2009
  • BPMN is a standard business process description notation developed by OMG. It allows the user to have an abstract view of a process that hides its details with the Collapsed Sub-Process notation. While it is a useful direction of abstraction that can be called the horizontal abstraction, a different kind of abstraction, the vertical abstraction, is necessary when different stakeholders of business would like to have different views of the business process form their own viewpoints of interest. For example, stakeholders may want to see a process from the viewpoint of a particular group of actors or from the viewpoint of a certain set of goals. This paper first extends horizontal abstraction capability of BPMN by introducing the notion of super edge and, moreover, adds the vertical abstraction capability to it by introducing the notions of 'aspect attribute' and 'interest specification' and notations for them.

형이상학과 수학적 추상에 관한 소고

  • 이건창
    • Journal for History of Mathematics
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    • v.15 no.3
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    • pp.49-58
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    • 2002
  • The present paper aims to show basic substitution between metaphysics and mathematical abstraction in the philosophy of mathematics. The general troths of metaphysics and the truths particularly relevant to tile nature of mathematical abstraction serve as speculative guides in ordering the content and discussing the nature of the multiple questions which lie between the disputed frontiers of metaphysics and mathematical abstraction.

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A Study on the Characteristics of Abstractive Form Expression in Contemporary Housing Architectures (현대 주거건축에 있어서 추상적 형태 표현 특성에 관한 연구)

  • Jang Hoon-Ick
    • Journal of the Korean housing association
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    • v.15 no.6
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    • pp.15-25
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    • 2004
  • This study examined how the characteristics of abstractive form among various contenporary housing architecture have been expressed. The conclusions were: First, abstractive characteristics and types related to from expression of contemporary housing architectures were minimal form and absolute form of geometrical abstraction, plastic form and atypical form of expressive abstraction and mechanical aesthetics of industrial abstraction. Second, the typological form expression characteristics in minimal expression related to geometrical abstraction were simplicity, purity, and the properties of matter, and the characteristics in absolute expression were overlapping, obliqueness and dispensability. On the other hand, plasticity and mobility of materials were distinctive in plastic form expression, and inclination, curve and asymmetry were distinctive in atypical expression. The distinctive nature of mechanical aesthetics related to industrial abstraction included transparency, simplicity and. the properties of matter Funhermore, the study aimed at the understanding of various from expressions showed up in contemporary housing architecture, revealing the aspects of abstractive form expression characteristics.

Study On Conformance Test For Automotive Basic SoftWare Which Uses EEPROM Abstraction Simulation Module (EEPROM Abstraction Simulation Module을 이용한 차량 전장용 BSW에 대한 적합성 테스트에 대한 연구)

  • Kyung, Min-Gi;Cho, Na-Yun;Min, Dug-Ki
    • Proceedings of the Korean Information Science Society Conference
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    • 2010.06b
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    • pp.112-115
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    • 2010
  • 차량전장용 소프트웨어에 대한 합리적인 설계 및 테스트가 중요해졌다. 차량전장용 소프트웨어의 신뢰성을 검증하기 위해 AUTOSAR Conformance Test 표준이 마련되었는데, AUTOSAR Conformance Test 표준에는 테스트 대상, 테스트 커버리지, 테스트 요구조건 & 케이스 정의 및 테스트 아키텍처 환경에 대한 정의방법을 기술하고 있다. 본 논문에서는 차량전장용 소프트웨어의 안정성을 테스트하기 위해 소프트웨어가 저장되는 EEPROM 메모리에 대한 시뮬레이션 테스트를 수행하였으며, AUTOSAR 표준에 맞게 제작된 EEPROM Abstraction 시뮬레이션 모듈을 이용하였다. 또한 EEPROM Abstraction 시뮬레이션 모듈 위에서 AUTOSAR Conformance Test 표준에 정의된 적합성 테스트를 수행하기 위한 테스트 어댑터와 타겟 어댑터의 기능을 기술하고, EEPROM Abstraction 시뮬레이션 모듈에서 리얼타임 요소를 만족하기 위해 필요한 개선 사항을 제안하고자 한다.

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Improving SoC Design Flow with Unified Modeling Language and HDL (UML과 HDL을 이용한 SoC 설계 개선)

  • Kim, Chang-Hoon;Hwang, Sang-Joon;Hong, Seung-Woo;Sung, Man-Young
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2005.07a
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    • pp.135-138
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    • 2005
  • HDL(Hardware Description Language) is the most important modem tools used to describe hardware, and becomes important as we move to higher levels of abstraction. The HDL has been made brisk use of in analog design, MEMS device[1-2], process related field as well as digital design. The most important characteristics of HDL is Abstraction which is the strongest tool that extend greatly designer's design ability. In this paper by the Modelling Continuum with hierarchical structure of abstraction, we apply UML(Unified Modeling Language) to SoC Design with HDL UML makes an easy and visual description of the various levels of abstraction, and gives designers good flexible modeling capabilty for SoC Design.

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Two-Pass Abstraction Principle for Identifying Reusable Object (재사용 가능한 객체 식별을 위한 Two-Pass 추상화 원칙 제안)

  • Ko, Hyung-Ho;Kim, Neung-Hoe;Lee, Dong-Hyun;In, Hoh Peter
    • Journal of Information Technology Services
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    • v.8 no.3
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    • pp.145-157
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    • 2009
  • As the software development cycles is getting shorter, the software reusability is emphasized accordingly. Specifically, the design reusability is being recognized as one of the most important factor to increase the software quality and productivity and make the maintenance cost down. Two essential abilities are needed to improve the design reusability. One is the identification of the reusable objects, and the other is the organization of the relationships among the objects. However, the existing methods using such as a grammatical analysis, a scenario matching and a unit of design problems(design pattern) have not been proposed proper principles to identify the reusable objects on the basis of the abstraction which is the core of the object-oriented concept. In this paper, we will offer the Two-Pass abstraction principle based in the abstraction concept.

A DoF-Based Efficient Image Abstraction (피사계 심도를 고려한 효율적인 이미지 추상화)

  • Kim, Jong-Hyun
    • Journal of the Korea Computer Graphics Society
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    • v.24 no.5
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    • pp.1-10
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    • 2018
  • In this paper, we present a non-photorealistic rendering technique that automatically delivers a stylized abstraction of a photograph with DoF(Depth of field). Our approach is a new filtering method that efficiently classifies DoF regions using RGB channels and automatically adjusts the color abstraction and extracted line quality based on this classification. This DoF-based filtering is simple, fast, and easy to implement and significantly improves the abstraction performance in terms of feature enhancement and stylization.