• Title/Summary/Keyword: cluster method

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A Comparative Study using Bibliometric Analysis Method on the Reformed Theology and Evangelicalism (개혁신학과 복음주의에 관한 계량서지학적 비교 연구)

  • Yoo, Yeong Jun;Lee, Jae Yun
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.29 no.3
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    • pp.41-63
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    • 2018
  • This study aimed at analyzing journals and index terms, authors of the reformed theology and evangelicalism, neutral theological position by using bibliometrical analyzing methods. The analyzing methods are average linkage and neighbor centralities, profile cosine similarities. Especially, when analyzing the relationship between authors, we interpreted the research topic by finding the key shared index terms between the authors. In the journal analysis results, 9 journals were largely clustered together in the two clusters of the reformed theology and evangelicalism, but Presbyterian Theological Quarterly that is thought to be a reformed journal was clustered in evangelical cluster. In the index terms analysis results of the clusters, the reformed theology and evangelicalism were key words representing the two clusters. In the authors' analysis results, we had 9 clusters and the Presbyterian theologian studying the reformed theology had the four clusters and the non-Presbyterian theologian had the 5 clusters. Therefore, we consistently had the two clusters of the reformed theology and evangelicalism in all the analysis of the journals and the index terms, the authors.

An Efficient Classifying Recognition Algorithm of Printed and handwritten numerals (인쇄체 및 필기체 숫자의 효율적인 구분 인식 알고리즘)

  • 홍연찬
    • Journal of the Korean Institute of Intelligent Systems
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    • v.9 no.5
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    • pp.517-525
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    • 1999
  • In this paper, we propose efficient total recognition system of handwritten and printed numerals for reducing the classification time. The proposed system consists of two-step neuroclassifier : Printed numerals classifier and handwritten numerals classifier. In the proposed scheme, the printed numerals classifier classifies the printed numerals rapidly with single MLP neural network by low-order feature vector and rejects handwritten numerals. The handwritten numerals classifier classifies the handwritten numerals which is rejected in printed numerals classifier with modularized cluster neural network by complex feature vector. In order to verify the performance of the proposed method,handwritten numerals database of NIST and printed numerals database which include various fonts are used in the experiments. In case of using the proposed classifier, the overall classification time was reduced by 49.1% - 65.5% in comparison of the existent handwritten classifier.

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Error Concealment Method considering Distance and Direction of Motion Vectors in H.264 (움직임벡터의 거리와 방향성을 고려한 H.264 에러 은닉 방법)

  • Son, Nam-Rye;Lee, Guee-Sang
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.34 no.1C
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    • pp.37-47
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    • 2009
  • When H.264 encoded video streams are transmitted over wireless network, packet loss is unavoidable. Responding on this environment, we propose methods to recover missed motion vector in the decoder: At first, A candidate vector set for missing macroblock is estimated from high correlation coefficient of neighboring motion vectors and missing block vectors the algorithm clusters candidate vectors through distances amongst motion vectors of neighboring blocks. Then the optimal candidate vector is determined by the median value of the clustered motion vector set. In next stage, from the candidate vector set, the final candidate vector of missing block is determined it has minimum distortion value considering directions of neighboring pixels' boundary. Test results showed that the proposed algorithm decreases the candidate motion vectors $23{\sim}61%$ and reduces $3{\sim}4sec$ on average processing(decoding) time comparing the existing H.264 codec. The PSNR, in terms of visual quality is similar to existing methods.

A New Network Bandwidth Reduction Method of Distributed Rendering System for Scalable Display (확장형 디스플레이를 위한 분산 렌더링 시스템의 네트워크 대역폭 감소 기법)

  • Park, Woo-Chan;Lee, Won-Jong;Kim, Hyung-Rae;Kim, Jung-Woo;Han, Tack-Don;Yang, Sung-Bong
    • Journal of KIISE:Computer Systems and Theory
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    • v.29 no.10
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    • pp.582-588
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    • 2002
  • Scalable displays generate large and high resolution images and provide an immersive environment. Recently, scalable displays are built on the networked clusters of PCs, each of which has a fast graphics accelerator, memory, CPU, and storage. However, the distributed rendering on clusters is a network bound work because of limited network bandwidth. In this paper, we present a new algorithm for reducing the network bandwidth and implement it with a conventional distributed rendering system. This paper describes the algorithm called geometry tracking that avoids the redundant geometry transmission by indexing geometry data. The experimental results show that our algorithm reduces the network bandwidth up to 42%.

Classification and Retrieval of Object - Oriented Reuse Components with HACM (HACM을 사용한 객체지향 재사용 부품의 분류와 검색)

  • Bae, Je-Min;Kim, Sang-Geun;Lee, Kyung-Whan
    • The Transactions of the Korea Information Processing Society
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    • v.4 no.7
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    • pp.1733-1748
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    • 1997
  • In this paper, we propose the classification scheme and retrieval mechanism which can apply to many application domains in order to construct the software reuse library. Classification scheme which is the core of the accessibility in the reusability, is defined by the hierarchical structure using the agglomerative clusters. Agglomerative cluster means the group of the reuse component by the functional relationships. Functional relationships are measured by the HACM which is the representation method about software components to calculate the similarities among the classes in the particular domain. And clustering informations are added to the library structure which determines the functionality and accuracy of the retrieval system. And the system stores the classification results such as the index information with the weights, the similarity matrix, the hierarchical structure. Therefore users can retrieve the software component using the query which is the natural language. The thesis is studied to focus on the findability of software components in the reuse library. As a result, the part of the construction process of the reuse library was automated, and we can construct the object-oriented reuse library with the extendibility and relationship about the reuse components. Also the our process is visualized through the browse hierarchy of the retrieval environment, and the retrieval system is integrated to the reuse system CARS 2.1.

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A Study on the Post-Purchase Satisfaction of Clothing related to Shopping Value (쇼핑가치 추구집단에 따른 의류제품 구매후 만족에 관안 연구)

  • 김지영;박재옥
    • Journal of the Korean Society of Clothing and Textiles
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    • v.26 no.3_4
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    • pp.548-559
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    • 2002
  • Value is one of the most useful variable for achieving marketing concept that satisfy consumer needs. The issue related to which value consumers have when they're shopping and which effect this shopping value has on the process of consumer satisfaction formation, would be helpful to understand the post-purchase behavior as well as the process of pre-purchase decision making. Therefore, the objective of this study was to clarify differences in the process of satisfaction formation in relation to the type of shopping value. The study was conducted in three steps. Through the two steps, measurement instruments were developed. At the last step, judgement sampling method were utilized to collect the data and subjects were 614 university students. Factor analysis, cluster analysis, frequencies, t-test, and structural equation model analysis were used to analyze the data. Two groups regarding shopping value were found, which included consumers with hedonic shopping value and consumers with utilitarian shopping value. Overall, the results revealed a similar tendency in the process of satisfaction formation between two groups. But the tendency, which expressive product performance was related to the positive consumption emotion more than instrumental product performance was and instrumental product performance was related to the negative consumption emotion more than expressive product performance was, was clearer in consumers with utilitarian shopping value than in those with hedonic shopping value. In consumers with utilitarian shopping value, expressive product performance has a greater effect on satisfaction than instrumental product performance did, but in consumers with utilitarian shopping value, expressive product performance showed a similar effect on satisfaction with instrumental product performance. Understanding of the post-purchase behavior of the consumers with hedonic shopping value and the consumers with utilitarian shopping value and practical administration of the differences of the two groups would contribute to build useful marketing strategies.

The Effects of VMD Consciousness on Importance of VMD Components and Clothing Purchasing Behaviors of University Students (남녀 대학생의 VMD 의식성이 VMD 구성요소의 중요성 인식과 의복구매행동에 미치는 영향)

  • Lee, Mi-Sook;Song, Kyung-Ja
    • Journal of the Korean Society of Clothing and Textiles
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    • v.33 no.5
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    • pp.721-731
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    • 2009
  • The purpose of this study was to investigate the effects of VMD consciousness on importance of VMD components and clothing purchasing behaviors of university students. The research method was survey and subjects were 545 male and female university students in Chungnam province. The questionnaire consisted of 4 measuring instruments; VMD consciousness, importance of VMD components, clothing purchasing behaviors, and demographic attribution. The data were analyzed by factor analysis, $X^2$ test, t-test, cluster analysis, ANOVA and Duncan's multiple range test, using SPSS program. The results were as follows. First, university students had high VMD consciousness and attended to fashion trend, brand image, product information, and enjoyment of shopping, and felt appetite to purchase. Second, university students considered store arrangement and show window display as the important VMD components to purchase clothing. Third, university students were categorized into 3 consumer types(shopping/brand pursuit type, utilitarian information pursuit type, and trend/information pursuit type) by VMD consciousness. Forth, the consumer types by VMD consciousness showed many differences in importance of VMD components and clothing purchasing behaviors. Shopping/brand type considered show window display, cleanness and lighting/music/properties/color as more important VMD components, and used more money to purchase clothing and shopped more often than other consumer types.

How to Improve R&D Pre-Feasibility Study System (연구개발 분야 예비타당성 제도의 개선방향)

  • Choi, Seok-Joon;Kahn, Hyung-Sik
    • Journal of Korea Technology Innovation Society
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    • v.11 no.2
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    • pp.287-313
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    • 2008
  • Even though the pre-feasibility study was introduced in 1998, it mainly has focused on transportation social overhead capital(SOC) such as road and railroad. Last year, however, the government newly launched R&D project area for the pre-feasibility study. This paper tries to analyze the pre-feasibility study methodology and system that applied to R&D facility, cluster, and sized R&D infrastructure projects. In depth study of economic, policy, and AHP analysis, this paper shows that the preliminary feasibility study have some caveats and suggests a way of improvement for making up for limitation. Main suggestions are as follows; First, to improve the fit in R&D sector analysis, using consistent method is important. Second, technology analysis is essential for R&D evaluation. Third, technology experts should take part in AHP analysis.

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Identification of Fuzzy-Radial Basis Function Neural Network Based on Mountain Clustering (Mountain Clustering 기반 퍼지 RBF 뉴럴네트워크의 동정)

  • Choi, Jeoung-Nae;Oh, Sung-Kwun;Kim, Hyun-Ki
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.1 no.3
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    • pp.69-76
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    • 2008
  • This paper concerns Fuzzy Radial Basis Function Neural Network (FRBFNN) and automatic rule generation of extraction of the FRBFNN by means of mountain clustering. In the proposed network, the membership functions of the premise part of fuzzy rules do not assume any explicit functional forms such as Gaussian, ellipsoidal, triangular, etc., so its resulting fitness values (degree of membership) directly rely on the computation of the relevant distance between data points. Also, we consider high-order polynomial as the consequent part of fuzzy rules which represent input-output characteristic of sup-space. The number of clusters and the centers of clusters are automatically generated by using mountain clustering method based on the density of data. The centers of cluster which are obtained by using mountain clustering are used to determine a degree of membership and weighted least square estimator (WLSE) is adopted to estimate the coefficients of the consequent polynomial of fuzzy rules. The effectiveness of the proposed model have been investigated and analyzed in detail for the representative nonlinear function.

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Hybrid MAC Protocol Design for an Underwater Acoustic Network (수중음향통신망을 위한 하이브리드 MAC 프로토콜 설계)

  • Park, Jong-Won;Ko, Hak-Lim;Cho, A-Ra;Yun, Chang-Ho;Choi, Young-Chol;Lim, Yong-Kon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.13 no.10
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    • pp.2088-2096
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    • 2009
  • This paper deals with hybrid MAC protocol design for underwater acoustic networks. The proposed MAC protocol has the cluster structure with a master node and slave nodes, and the hybrid network structure that combines a contention free period based on TDMA(Time Division Multiple Access) with a contention period. The suggested MAC protocol has a beacon packet for supervising network, a guard period between time slots for packet collision, time tag for estimation of propagation delay with a master node, the time synchronization of nodes, entering and leaving of network, and the communication method among nodes. In this paper, we adapt the proposed hybrid MAC protocol to AUV network, that is the representative mobile device of underwater acoustic network, and verify this protocol is applicable in real underwater acoustic network environment.