• 제목/요약/키워드: Design classification

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Information Extraction and Sentence Classification applied to Clinical Trial MEDLINE Abstracts

  • Hara, Kazuo;Matsumoto, Yuji
    • 한국생물정보학회:학술대회논문집
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    • 한국생물정보시스템생물학회 2005년도 BIOINFO 2005
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    • pp.85-90
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    • 2005
  • In this paper, firstly we report experimental results on applying information extraction (IE) methodology to the task of summarizing clinical trial design information in focus on ‘Compared Treatment’, ‘Endpoint’ and ‘Patient Population’ from clinical trial MEDLINE abstracts. From these results, we have come to see this problem as one that can be decomposed into a sentence classification subtask and an IE subtask. By classifying sentences from clinical trial abstracts and only performing IE on sentences that are most likely to contain relevant information, we hypothesize that the accuracy of information extracted from the abstracts can be increased. As preparation for testing this theory in the next stage, we conducted an experiment applying state-of-the-art sentence classification techniques to the clinical trial abstracts and evaluated its potential in the original task of the summarization of clinical trial design information.

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영암 구림마을의 친환경건축 계획요소 적용 실태에 관한 연구 (A Study on the Application of Environmental-Friendly Design Factors for Gu-Rim Tradition Village in Yeong-Am)

  • 장환;방민;김흥식
    • 한국주거학회:학술대회논문집
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    • 한국주거학회 2008년 추계학술발표대회 논문집
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    • pp.249-254
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    • 2008
  • The objective of this study is to interpret a environmental-friendly plan factors of Korean traditional settlement used of existing classification system. The existing classification system framework is six environmental ecological ideas as the adaptation to the adaptation to the availability of land, the eco-space in village, the system of house, the cycling of material and the reasonable energy system, the water resources, prevention of environment pollution. Additional research was undertaken to verify the findings. Through the interpretation, it has been found out that Gu-Rim tradition village has been developed to an environmental ecological rational setting and has the meaningful elements for environmental friendly housing estates.

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프레임 기반의 수중 천이신호 식별을 위한 기준패턴의 데이터베이스 구성 방법에 관한 연구 (A Study on the Reference Template Database Design Method for Frame-based Classification of Underwater Transient Signals)

  • 임태균;류종엽;김태환;배건성
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2008년도 하계종합학술대회
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    • pp.885-886
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    • 2008
  • This paper presents a reference template design method for frame-based classification of underwater transient signals. In the proposed method, framebased feature vectors of each reference signal are clustered by using LBG clustering algorithm to reduce the number of feature vectors in each class. Experimental results have shown that drastic reduction of the reference database can be achieved while maintaining the classification performance with LBG clustering algorithm.

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차분진화 알고리즘을 이용한 Nearest Prototype Classifier 설계 (Design of Nearest Prototype Classifier by using Differential Evolutionary Algorithm)

  • 노석범;안태천
    • 한국지능시스템학회논문지
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    • 제21권4호
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    • pp.487-492
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    • 2011
  • 본 논문에서는 가장 단순한 구조를 가진 Nearest Prototype Classifier의 성능 개선을 위해 차분 진화 알고리즘을 적용하여 prototype의 위치를 결정하는 방법을 제안하였다. 차분 진화 알고리즘을 이용하여 prototype의 위치 벡터가 결정이 되며, 차분 진화 알고리즘에 의해 결정된 prototype의 class label을 결정하기 위한 class label 결정 알고리즘도 제안하였다. 제안된 알고리즘의 성능 평가를 위해 기존의 패턴 분류기와 비교 결과를 보인다.

Critical review of RMR and Q-system of rockmass classification for the design of underground openings

  • Rao, Karanam U M;Choon, Sun-Woo;Chung, So-Keul;Choi, Sung-O
    • 한국암반공학회:학술대회논문집
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    • 한국암반공학회 2004년도 춘계학술발표회 논문집
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    • pp.219-229
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    • 2004
  • In this article a comprehensive review of the Rock Mass Rating and Q-rockmass classification systems is made with reference to their scope with in the constraints of underground mining operations. The modifications suggested by KIGAM for both the RMR and Q for the calculation of a safe unsupported span were tested for Daesung and Pyunghae underground limestone mines. Even though the suggested modifications were site specific, the additional parameters considered in the above classification systems are very significant for a design of stable underground openings, considering any general mining conditions.

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해외건설 기자재 전자카탈로그 시스템 구축 (Development of e-Catalog System for Overseas Construction Equipments)

  • 안호준;박호병;장광섭;육종곤;이재천
    • 한국CDE학회논문집
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    • 제13권2호
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    • pp.98-108
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    • 2008
  • Plant, civil engineering and construction equipment data of overseas construction are obtained and then analyzed, classified and integrated by experts. With those refined data set, we built classification system and defined property information with reference to international standard (ISO 15926, IRDL). If class in ISO 15926 is predefined for equipment of interest, we used the class as is. If not, we created and defined new classes on the basis of ISO 15926 classes. If there is similar class for equipment of interest, extension or inheritance methods were used. As a result, classification system of five levels and 637 classes were built and construction equipment information were expressed in open structure of XML such as tree structure of classification system and detailed information with number equipments for each specific equipment. We also developed the electronic catalog system which is basically equipment information management system providing various product search functions.

녹색건축물인증제도 개선방향에 관한 연구 -학교시설 용도구분 개선을 중심으로- (A study on the Improvement Plans for Green Building Certification System -focused on the school use classification-)

  • 이재옥;맹준호;이상민;이승민
    • 교육녹색환경연구
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    • 제11권2호
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    • pp.28-37
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    • 2012
  • The purpose of this study is to suggest improvement plans of School Green Building Certification System by comparing items of domestic system with those of foreign system. Especially, we focused on school use classification. Use classification of Green Building Certification System must be based on Building Codes and reflect the nature of building use and size. Schools are divided into three groups ; preschool, school(elementary, junior high school, high school), university and ect. Also they must be set up assessment method reflecting the nature of school use and size.

20대 남녀의 발 유형화를 위한 요인분석 (Factor Analysis for Foot Classification of Young Men and Women)

  • 임영문;방혜경;신경진
    • 대한안전경영과학회:학술대회논문집
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    • 대한안전경영과학회 2007년도 춘계학술대회
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    • pp.125-132
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    • 2007
  • The purpose of this study is to provide foot classification on young men and women by factor analysis. The sample for this work was chosen from data which were collected and measured by Size Korea during two years ($2003{\sim}2004$). In order to analyze and compare features of the foot of young men and women, analysis was performed about 911 subjects (male: 467, female: 444) on 24 parts such as height (8 parts), width (5 parts), thickness (1 part), circumference (3 parts), length (3 parts) and angle (4 parts). The result of this study can be applied in manufacturing and design of shoes and socks. Also, it will enable us to have fruitful information on considerable items during manufacturing and design of shoes and socks.

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공차를 고려한 다각형 영역의 내외부 판별 알고리즘 (Tolerance-based Point Classification Algorithm for a Polygonal Region)

  • 정연찬;박준철
    • 한국CDE학회논문집
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    • 제7권2호
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    • pp.75-80
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    • 2002
  • This paper details a robust and efficient algorithm for point classification with respect to a polygon in 2D real number domain. The concept of tolerance makes this algorithm robust and consistent. It enables to define‘on-boundary’ , which can be interpreted as either‘in-’or‘out-’side region, and to manage rounding errors in floating point computation. Also the tolerance is used as a measure of reliability of point classifications. The proposed algorithm is based on a ray-intersection technique known as the most efficient, in which intersections between a ray originating from a given test point and the boundary of a region are counted. An odd number of intersections indicates that the point is inside region. For practical examples the algorithm is most efficient because most edges of the polygon region are processed by simple bit operations.

선박통행량에 따른 교량의 선박충돌 설계강도 (Design Strength of Bridges against Ship Collision according to Vessel Traffic)

  • 이성로;이병화;강성수
    • 한국콘크리트학회:학술대회논문집
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    • 한국콘크리트학회 2004년도 추계 학술발표회 제16권2호
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    • pp.663-666
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    • 2004
  • An analysis of the annual frequency of collapse(AF) is performed for each bridge pier exposed to ship collision. AF is computed for each bridge component and vessel classification. The summation of AFs computed over all of the vessel classification intervals for a specific component should equal the annual frequency of collapse of the component. The designer should use judgment in developing a distribution of the vessel frequency data based on discrete groupings or categories of vessel size by DWT. In the present study the effect of vessel classification on the annual frequency of collapse in the ship collision risk assessment is investigated by illustrative numerical examples based on the vessel frequency data of the domestic harbor. The DWT interval for larger vessels has more effect on the ship collision risk. Therefore the expert judgement in determining the larger DWT interval is required because the design impact lateral resistances of bridge components depend on the ship collision risk.

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