• Title/Summary/Keyword: classification efficiency

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A study on reform measures about the KDC(4th ed.) (KDC(한국십진분류표) 4판에 대한 제언)

  • 김자후
    • Journal of Korean Library and Information Science Society
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    • v.27
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    • pp.369-389
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    • 1997
  • KDC(Korea Decimal Classification), which is representative literature classification scheme in Korea, was revised and published in 1996. The purpose of this paper is to suggest a reform measure after detecting out issues and problems associated with the KDC 4th ed. through the result of lecture. The outline of suggestions are as follows : (1) There are not all items of auxiliary tables in relative index. (2) Auxiliary table 2 (Geographic Areas) is not detailed. (3) The manual for the shake of efficient usage is nonexistent and notes are poor in content. (4) Sufficient minimax and alternatives must be setted up for efficiency usage. (5) Some parts of the main schedule are disorder and not logical.

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QRS classification for automated ECG diagnosis (심전도 자동 진단을 위한 QRS 파형의 분류)

  • Jun, D.G.;Yeom, H.J.;Yoon, H.R.
    • Proceedings of the KOSOMBE Conference
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    • v.1997 no.05
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    • pp.410-413
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    • 1997
  • The most important wave set in ECG is the QRS complex. Automatic classification of the QRS complex is very useful in the diagnosis of cardiac dysfunction. Also, diagnosis is influenced by selection of dominant beat. In this paper, we propose simple algorithm for QRS detection. And we determine correlation between significan attributes of QRS complexs. We evaluated the efficiency of proposed method with the CSE database.

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준설토의 농축 및 분리를 위한 Hydrocyclone의 적용가능성 평가

  • 오종민;조영민;노성혁
    • Proceedings of the Korean Society of Soil and Groundwater Environment Conference
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    • 2001.09a
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    • pp.216-219
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    • 2001
  • In this study, a hydrocyclone operated by centrifugal force was examined as a part of dredge system of lake sediments. It does not help dehydration of the sediments, but also enables the classification of fine particles in the stable and sanitary treatment. Several experiments were performed focusing on the separation efficiency under the condition of room temperature with virtual sediment samples and simulated particles. As a result of the experiment, it was found that the apex size of the cyclone greatly affected the cut diameter(d$_{50}$), and high density particles were separated more effectively.y.

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Suggestion of a New Writer's Guideline to Reduce Human Errors Found in the Emergency Operation Procedures of a Nuclear Power Plant (비상운전절차서 작성과정의 인적오류 저감을 위한 지침서 제안에 관한 연구)

  • Lee, Dhong-Ha;Jang, Tong-Il;Lee, Yong-Hee
    • Journal of the Ergonomics Society of Korea
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    • v.29 no.1
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    • pp.129-138
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    • 2010
  • Gori-I nuclear power plant has been examining the effectiveness and efficiency of the current emergency operation procedures from human factors viewpoint. Previous study showed that some mistakes that the procedures did not comply with the writers' guidelines. Reviewing the current writers' guidelines for emergency operating procedures revealed that they lack of some important human factors rules such as enumeration of switching conditions and detailed action requirements, definite expression for setup points, description for anticipated results, and recommendation for use of present tense, affirmative sentence and active voice. This study suggested a new classification system for the writers' guideline contents supplementing the deficiencies of the current emergency operation procedure text.

A Study on Anthropomorphic Animal Characters Search System Visualization for UX Design

  • Lee, Young-Suk
    • Journal of Korea Multimedia Society
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    • v.17 no.12
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    • pp.1521-1527
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    • 2014
  • This paper presents to design User eXperience(UX) of anthropomorphic animal characters search system (hereinafter, AACSS) for efficient user search. To this end, meta data were utilized herein to elevate the search efficiency of multimedia information and text information. Anthropomorphic animal characters require the human elements and the animal elements, thus this paper extracted the key elements of meta data as below; phenotypic element in animal system classification (Morphologic property elements, Ecological property elements, Behavioral property elements), emotion classification, which is the trait of personification and the Step of Anthropomorphic Animal Characters.

Seafloor Classification Based on the Texture Analysis of Sonar Images Using the Gabor Wavelet

  • Sun, Ning;Shim, Tae-Bo
    • The Journal of the Acoustical Society of Korea
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    • v.27 no.3E
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    • pp.77-83
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    • 2008
  • In the process of the sonar image textures produced, the orientation and scale factors are very significant. However, most of the related methods ignore the directional information and scale invariance or just pay attention to one of them. To overcome this problem, we apply Gabor wavelet to extract the features of sonar images, which combine the advantages of both the Gabor filter and traditional wavelet function. The mother wavelet is designed with constrained parameters and the optimal parameters will be selected at each orientation, with the help of bandwidth parameters based on the Fisher criterion. The Gabor wavelet can have the properties of both multi-scale and multi-orientation. Based on our experiment, this method is more appropriate than traditional wavelet or single Gabor filter as it provides the better discrimination of the textures and improves the recognition rate effectively. Meanwhile, comparing with other fusion methods, it can reduce the complexity and improve the calculation efficiency.

Component Classification and Retrieval using Clustering Algorithm (클러스터링 알고리즘을 이용한 컴포넌트 분유 및 검색)

  • 김귀정
    • The Journal of the Korea Contents Association
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    • v.2 no.3
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    • pp.87-95
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    • 2002
  • This study proposes method to classify components in repository and retrieve them introducing the idea of domain orientation for successful reuse of components. About components of existing systems design pattern was applied to, us suggest component classification method to compare structural similarity between each component in relevant domain and criterion pattern. Component reusability and portability between platforms can be increased through classifying reusable components by function and giving their structures with diagram. Efficiency of component reuse can be raised because the most appropriate component to query and similar candidate components and provided in priority by use of E-SARM algorithm.

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Evaluations of predicted models fitted for data mining - comparisons of classification accuracy and training time for 4 algorithms (데이터마이닝기법상에서 적합된 예측모형의 평가 -4개분류예측모형의 오분류율 및 훈련시간 비교평가 중심으로)

  • Lee, Sang-Bock
    • Journal of the Korean Data and Information Science Society
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    • v.12 no.2
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    • pp.113-124
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    • 2001
  • CHAID, logistic regression, bagging trees, and bagging trees are compared on SAS artificial data set as HMEQ in terms of classification accuracy and training time. In error rates, bagging trees is at the top, although its run time is slower than those of others. The run time of logistic regression is best among given models, but there is no uniformly efficient model satisfied in both criteria.

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CNN-based System for Image Processing (이미지 처리를 위한 CNN 기반 시스템)

  • Song, Hyunok;Kim, Hankil;Shin, Hyunsuk;Lee, Seokwoo;Jung, Hoekyung
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2018.10a
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    • pp.311-312
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    • 2018
  • This paper proposes an image processing system based on the Convolution Neural Network technique. The image classification was performed using the composite neural network model and the images were classified with accuracy of 84% or more. The proposed system is implemented to operate on various platforms. When the system is used in the classification of images, the efficiency is higher because it is higher than the accuracy of the existing model.

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A Study on Construction of Automatic Inspection System for Welding Flaws (용접결함 검사 자동화 시스템 구축에 관한 연구)

  • Kim, Chang-Hyun;Yu, Hong-Yeon;Hong, Sung-Hoon;Kim, Jae-Yeol
    • Transactions of the Korean Society of Machine Tool Engineers
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    • v.16 no.6
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    • pp.37-42
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    • 2007
  • The purpose of this research is stability estimation of plant structure through classification and recognition about welding flaw in SWP(Spiral Welding Pipe). And, In this research, we used nondestructive test based on ultrasonic test as inspection method, and made up 2-axes inspection robot in order to control of ultrasonic probe on the SWP surface, and programmed to image processing and probabilistic neural network(PNN) classifying code by MATLAB programming. Through this process, we proved efficiency on the system of SWP stability Estimation.