• Title/Summary/Keyword: Classification structure

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Carboxylesterases: Structure, Function and Polymorphism

  • Satoh, Tetsuo;Hosokawa, Masakiyo
    • Biomolecules & Therapeutics
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    • 제17권4호
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    • pp.335-347
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    • 2009
  • This review covers current developments in molecular-based studies of the structure and function of carboxylesterases. To allay the confusion of the classic classification of carboxylesterase isozymes, we have proposed a novel nomenclature and classification of mammalian carboxylesterases on the basis of molecular properties. In addition, mechanisms of regulation of gene expression of carboxylesterases by xenobiotics, and involvement of carboxylesterase in drug metabolism are also described.

변형된 잔차블록을 적용한 CNN (CNN Applied Modified Residual Block Structure)

  • 곽내정;신현준;양종섭;송특섭
    • 한국멀티미디어학회논문지
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    • 제23권7호
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    • pp.803-811
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    • 2020
  • This paper proposes an image classification algorithm that transforms the number of convolution layers in the residual block of ResNet, CNN's representative method. The proposed method modified the structure of 34/50 layer of ResNet structure. First, we analyzed the performance of small and many convolution layers for the structure consisting of only shortcut and 3 × 3 convolution layers for 34 and 50 layers. And then the performance was analyzed in the case of small and many cases of convolutional layers for the bottleneck structure of 50 layers. By applying the results, the best classification method in the residual block was applied to construct a 34-layer simple structure and a 50-layer bottleneck image classification model. To evaluate the performance of the proposed image classification model, the results were analyzed by applying to the cifar10 dataset. The proposed 34-layer simple structure and 50-layer bottleneck showed improved performance over the ResNet-110 and Densnet-40 models.

DDC의 패싯 구조에 대한 연구 -생명과학과 문학을 중심으로- (A Study on the Facet Structure of Life Science and Literature in DDC)

    • 한국도서관정보학회지
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    • 제30권3호
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    • pp.53-96
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    • 1999
  • This study intends to : 1) confirm the possibility to transform the enumerated scheme into the faceted scheme, 2) review general theories on facet structure employed in DDC of the enumerated scheme, 3) analyze the facet structure of life science and literature in DDC, and 4) comparison of the facet structure of life science and literature in DDC and CC. This study suggests following conclusions. 1) CC follows throughly the classification principles by Ranganathan, but all classification theories are not property applied to DDC yet. 2) Because DDC does not have any formula to classify the compound subject, but has to follow the compounding methods presented in each subject, its facet structure is too complicated. 3) DDC has transformed the entire system into the facet structure through its revision. Expecially the life science transformed into the facet structure employed the facet indicators and applies them to all the systems in life science. But the notations have sometimes twofold meanings, and no ability to differentiate the meanings in the same notation,. When DDC follows the classification method by facet, the number of items for classification so limited that it is difficult to array the subdivision and that length of notation becomes longer and longer.

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계층적 CNN 기반 스테가노그래피 알고리즘의 6진 분류 (Hierarchical CNN-Based Senary Classification of Steganographic Algorithms)

  • 강상훈;박한훈
    • 한국멀티미디어학회논문지
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    • 제24권4호
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    • pp.550-557
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    • 2021
  • Image steganalysis is a technique for detecting images with steganographic algorithms applied, called stego images. With state-of-the-art CNN-based steganalysis methods, we can detect stego images with high accuracy, but it is not possible to know which steganographic algorithm is used. Identifying stego images is essential for extracting embedded data. In this paper, as the first step for extracting data from stego images, we propose a hierarchical CNN structure for senary classification of steganographic algorithms. The hierarchical CNN structure consists of multiple CNN networks which are trained to classify each steganographic algorithm and performs binary or ternary classification. Thus, it classifies multiple steganogrphic algorithms hierarchically and stepwise, rather than classifying them at the same time. In experiments of comparing with several conventional methods, including those of classifying multiple steganographic algorithms at the same time, it is verified that using the hierarchical CNN structure can greatly improve the classification accuracy.

기초간호자연과학의 인체구조와 기능 내용별 필요도에 대한 연구 (A Study on the Degree of Need of Human Structure and Function Knowledge in Clinical Nurses)

  • 최명애;변영순;서영숙;황애란;김희승;홍해숙;박미정;최스미;이경숙;서화숙;신기수
    • Journal of Korean Biological Nursing Science
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    • 제1권1호
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    • pp.1-24
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    • 1999
  • The purpose of this study was to define the content of requisite human structure and function knowledge needed for clinical knowledge of nursing practice. Subjects of human structure and function were divided into 10 units, and each unit was further divided into 21 subunits, resulting in a total of 90 items. Contents of knowledge of human structure and function were constructed from syllabus of basic nursing subjects in 4 college of nursing, and textbooks published by nurse scholars prepared with basic nursing sciences. The degree of need of 90 items was measured with a 4 point scale. The subjects of this study were college graduated 136 nurses from seven university hospitals in Seoul and three university hospitals located in Chonnam Province, Kyungbook Province, and Inchon. They have been working at internal medicine ward, surgical ward, intensive care unit, obstetrics and gynecology ward, pediatrics ward, opthalmology ward, ear, nose, and throat ward, emergency room, rehabilitation ward, cancer ward, hospice ward, and their working period was mostly under 5 years. The results were as follows: 1. The highest scored items of human structure and function knowledge necessary for nursing practice were electrolyte balance, blood clotting mechanism and anticoagulation mechanism, hematopoietic function, body fluid balance, function of plasma, and anatomical terminology in the order of importance. The lowest scored items of human structure and function knowledge necessary for nursing practice was sexual factors of genetic mutation. 2. The highest order of need according to unit was membrane transport in the living unit, anatomical terminology in movement and exercise unit, mechanism of hormone function in regulation and integration unit, component and function of blood in oxygenation function unit, structure and function of digestive system in digestive and energy metabolism unit, temperature regulation in temperature regulation unit electrolyte balance in body fluid and electrolyte unit, concept of immunity in body resistance unit, and genetics terminology in genetics unit. The highest order of importance according to subunit was membrane transportation in cell subunit, classification of tissues in tissue unit, function of skin and skin in skin subunit, anatomical derivatives of the skeleton subunit, classification of joints in joint subunit, an effect of exercise on muscles in muscle subunit, function of brain in nervous system subunit, special sense in sensory subunit mechanism of hormone function in endocrine subunit, structure and function of female reproductive system in reproductive system unit, structure and function of blood in blood unit, structure of heart, electrical and mechanical function in cardiovascular system unit, structure of respiratory system in respiratory system subunit, structure and function of digestive system in digestive system subunit, hormonal regulation of metabolism in nutrition and metabolism subunit, function of kidney in urologic system subunit, electolyte balance in body fluid, electolyte and acid-base balance subunit. 3. The common content of human structure and function knowledge need for all clinical areas in nursing was structure and function of blood, hematopoietic function, function of plasm, coagulation mechanism and anticoagulation mechanism, body fluid, electrolyte balance, and acid-base balance. However, the degree of need of each human structure and function knowledge was different depending on clinical areas. 4. Significant differences in human structure and function knowledge necessary for nursing practice such as skin and derivatives of the skin, growth and development of bone, classification of joint, classification of muscle, structure of muscle, function of muscle, function of spinal cord, peripheral nerve, structure and function of pancrease, component and function of blood, function of plasma, structure and function of blood, hemodynamics, respiratory dynamics, gas transport, regulation of respiration, chemical digestion of foods, absorption of foods, characteristics of nutrients, metabolism and hormonal regulation, body energy balance were demonstrated according to the duration of work. 5. Significant differences in human structure and function knowledge necessary for nursing practice such as classification of tissue, classification of muscles, function of muscles, muscle metabolism, classification of skeletal muscles, classification of nervous system, neurotransmitters, mechanism of hormone function, pituitary and pituitary hormone, structure and function of male reproductive organ, structure and function of female reproductive organ, component and function of blood, function of plasma, coagulation mechanism and anticoagulation mechanism, gas exchange, gas transport, regulation of respiration, characteristics of nutrients, energy balance, function of kidney, concept of immunity, classification and function of immunity were shown according to the work area. Based on these findings, all the 90 items constructed by Korean Academic Society of Basic Nursing Science should be included as contents of human structure and function knowledge.

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인터넷 쇼핑몰의 패션 제품 분류 방식의 효과 (The Effect of the Fashion Product Classification Method in Online Shopping Sites)

  • 한서영;조윤진;이유리
    • 한국의류학회지
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    • 제40권2호
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    • pp.287-304
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    • 2016
  • This study examines the influence of product classification standards and structure on user perception as well as their attitude towards online shopping sites. The causal relationships of variables are also examined. The analysis was based on an online survey with 247 responses. Four types of internet shopping sites were developed and used as a stimulus. The results of the mean comparison analysis indicated that perceived variety, information overload, perceived shopping value and attitude towards the site varies significantly with product classification standards and structure. There was also of a marginally significant interaction between the classification standard and structure on perceived variety and information overload. The causal relationship analysis revealed that perceived variety positively influenced hedonic and utilitarian shopping value. However, information overload had a negative effect on hedonic and utilitarian shopping value. Both the hedonic and utilitarian shopping value positively influenced attitudes towards the sites. This study demonstrates that classification method influences customer perception and attitude. It offers interesting insights on a product classification method as a strategic tool for online shopping.

연성구조시스템의 분류체계와 용어 (The Term and Classification of Structure System with Non-rigid Member)

  • 이주나;박선우;김승덕;박찬수
    • 한국공간구조학회논문집
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    • 제4권2호
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    • pp.99-105
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    • 2004
  • 연성 구조시스템은 연성재를 주 구조부재로 하여 전체 구조체계가 하중의 변화에 따라 형태가 변화할 수 있는 구조시스템이다. 이 시스템들을 힘의 전달방식을 달리하는 구조의 구성방식에 따라 분류하고, 구성방식을 파악하기 용이한 연성구조시스템의 용어를 채택하였다. 따라서 연성구조시스템은 연성선재와 연성면재의 구성에 따라 분류되었는데, 연성선재구조물에 일방향케이블구조, 격자형 케이블구조, 방사형 케이블구조, 연성면재의 구조물에 공기막구조 현수막구조, 선재와 면재의 하이브리드 구조물에 달림형하이브리드 막구조, 들림형 하이브리드 막구조로 분류체계와 용어를 결정하였다.

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Combining Faceted Classification and Concept Search: A Pilot Study

  • 양기덕
    • 한국문헌정보학회지
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    • 제48권4호
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    • pp.5-23
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    • 2014
  • This study reports the first step in the Classification-based Search and Knowledge Discovery (CSKD) project, which aims to combine information organization and retrieval approaches for building digital library applications. In this study, we explored the generation and application of a faceted vocabulary as a potential mechanism to enhance knowledge discovery. The faceted vocabulary construction process revealed some heuristics that can be refined in follow-up studies to further automate the creation of faceted classification structure, while our concept search application demonstrated the utility and potential of integrating classification-based approach with retrieval-based approach. Integration of text- and classification-based methods as outlined in this paper combines the strengths of two vastly different approaches to information discovery by constructing and utilizing a flexible information organization scheme from an existing classification structure.

석유화학 플랜트의 효율적 배관자재 관리를 위한 코드분류체계 개선 (Improvement of the Code Classification Structure in Piping Material Management for Petrochemical Plant Projects)

  • 이종필;문윤재;이재헌
    • 플랜트 저널
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    • 제11권1호
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    • pp.39-49
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    • 2015
  • 본 연구는 석유화학 플랜트 설계, 구매 시공에 직간접적으로 많은 영향을 주는 배관자재의 관리 효율성을 높이기 위하여 자재 코드 및 자재관리 시스템의 근간이 되는 배관자재 코드 분류체계를 개선하였다. 기존 배관자재 코드 분류체계를 개선하기 위하여 내재된 문제점을 자세히 파악하고 국내외 대형 EPC 기업의 배관자재 코드 분류체계 특징을 조사하였으며, 최근 대형화, 전문화 되어가는 프로젝트의 특성을 고려하여 개선 방향을 설정하였다. 배관 자재별 특성에 맞는 코드분류체계를 정의하고, 표준 속성을 추가하고, 신규 자재 및 재질을 고려한 코드 자릿수 확장 및 계층적 분류 구조를 통하여 효율적 배관 자재관리를 위한 배관 자재 코드 분류체계의 개선 구조를 도출하였다. 개선된 배관자재 코드 분류체계를 수행중인 프로젝트에 적용한 결과, 자재 구매사양서의 재 작업률이 평균 4.98%에서 2.48%로 감소하였으며, 3차원설계에서 요구되는 배관 형상 구축 작업시간이 기존 평균 작업인원 2명이 6개월 소요 되었으나, 1명이 4개월로 67% 감소 효과를 가져왔다. 또한 피라미드 코드 구조를 통하여 전사 자재관리 시스템과 연동되어 구매, 견적 등 유관 부서에서 다양한 데이터를 축적하고 내부 경영관리 의사결정을 위한 프로젝트 분석에 활용할 수 있게 되었다.

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문헌분류법에서의 지역구분에 관한 연구 (A Study on the Structure of Geographical Division in Library Classification System)

  • 남태우;백혜경;이형미;정수진
    • 한국도서관정보학회지
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    • 제39권4호
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    • pp.189-214
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    • 2008
  • 본 연구는 현 KDC 4판의 지역구분체계가 가지는 문제점을 지적하고 이에 대한 개선방안을 마련하는 데 그 목적이 있다. 이를 위해 주요 분류법들을 십진과 비십진으로 나누어 각각의 분류법에서 채택한 지역구분 원칙에 대해 분석하였으며, 아울러 한국, 미국, 일본의 국가기관에서 채택한 지역구분 기준에 대해 조사하였다. 이와 같은 분석 결과를 바탕으로 KDC 4판 한국지역구분표의 개선안을 도출하였다. 또한 국민편의를 위해 마련된 공공기관의 행정구역분류체계와의 연관성 및 일관성 유지 방안과 아울러 행정지리에 의한 구분 이외의 다양한 지리현상을 반영한 추가적인 지역구분기준의 마련 방안을 제시하였다.

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