• Title/Summary/Keyword: knowledge-base

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Fuzzy Cluster Based Diagnosis System for Digital Mammogram (퍼지 클러스터 기반 디지털 유방 X선 영상 진단 시스템)

  • Rhee, Hyun-Sook;Yoon, Seok-Min
    • The KIPS Transactions:PartB
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    • v.16B no.2
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    • pp.165-172
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    • 2009
  • According to the American Cancer Society, breast cancer is the second largest cause of cancer deaths and most frequently diagnosed cancer in women. The currently most popular method for early detection of breast cancer is the digital mammography. A mass or calcification lesion has been known as the most important clue for the diagnosis. In this paper, we propose a diagnosis approach based on fuzzy cluster knowledge base. We combine different two sources of feature data in duel OFUN-NET and produce the diagnosis result with possibility degree. We also present the experimental results on the dataset of mass and calcification lesions extracted from the public real world mammogram database DDSM. These results show higher classification accuracy than conventional methods and the feasibility as a decision supporting tool for diagnosis of digital mammogram.

Physical Topology Discovery for Metro Ethernet Networks

  • Son, Myung-Hee;Joo, Bheom-Soon;Kim, Byung-Chul;Lee, Jae-Yong
    • ETRI Journal
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    • v.27 no.4
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    • pp.355-366
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    • 2005
  • Automatic discovery of physical topology plays a crucial role in enhancing the manageability of modern metro Ethernet networks. Despite the importance of the problem, earlier research and commercial network management tools have typically concentrated on either discovering logical topology, or proprietary solutions targeting specific product families. Recent works have demonstrated that network topology can be determined using the standard simple network management protocol (SNMP) management information base (MIB), but these algorithms depend on address forwarding table (AFT) entries and can find only spanning tree paths in an Ethernet mesh network. A previous work by Breibart et al. requires that AFT entries be complete; however, that can be a risky assumption in a realistic Ethernet mesh network. In this paper, we have proposed a new physical topology discovery algorithm which works without complete knowledge of AFT entries. Our algorithm can discover a complete physical topology including inactive interfaces eliminated by the spanning tree protocol in metro Ethernet networks. The effectiveness of the algorithm is demonstrated by implementation.

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Measures for Activating Cyber Agricultural Consulting (사이버 농업 컨설팅 활력화 방안)

  • Oh, Dae-Min;Choi, Young-Chang
    • Journal of Agricultural Extension & Community Development
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    • v.7 no.2
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    • pp.289-293
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    • 2000
  • The way society works in the 21st century differs from that of 20th century, since the people are brought-up to speed regarding current technologies. The www.aflos.pe.kr site and direct e-mailing system were very useful in delivering floricultural information to extension educators, producers, and variety of individuals. The author’s one year experience indicated that extension educators and farmers are receptive to internet technologies, and extension educators have increased the knowledge base of their clientele by responding through direct e-mails. The internet and direct e-mailing systems were popular and powerful way of transferring floricultural information, especially agricultural extension manpower were limited because of localization of extension educators by changing national status to local governments and decreased number of extension educators through government restructuring. The direct e-mailing to approximately 503 individuals resulted about $1{\sim}3%$ responses and the number of phone calls, however virus protection software for e-mail, internet, file servers and desktops to provide the integrated real-time detection of viruses were needed. For more effective operation of direct e-mailing in the future, more specified target groups and specialized organization such as perennials, bulbs, flowering potted plants. and cut flowers. At the same time, things that have worked for last century should not be replaced with new technology, specifically, the value in one-on-one meetings should not be replaced, but rather serve as a supplement.

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A Study of the Activational plan and the Problem of the Venture Business (벤처기업의 문제와 활성화방안 연구)

  • Choi Seong-Wook;Kim Hee-Gyoo
    • Management & Information Systems Review
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    • v.4
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    • pp.161-200
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    • 2000
  • The results of this study on problems and activation plans of venture business are as follows. First, to ensure substantiality of venture business 1) To prepare and support venture investment capital. 2) To make eggective use of founding capital of venture business. 3) To establish the overall supporting system for founding of venture business. 4) To maintain and ensure manpower for venture business. Second. to prepare investment base for venture business 1) To induce the enlargement of venture investment unions. 2) To ensure the sound trust of KOSDAQ. 3) To permantly setup angel capital investment market. 4) To ensure joint system for R&D and knowledge management, and so forth. Third, to promote environment for the founding of venture business 1) To enlarge and roar business incubator (BI) 2) To establish acts of venture complex. 3) To uplift creative tension feeling and entrepreneurship. 4) To maximum the support for adminstration approvals, and so forth. Fourth, to make global strategy for venture business 1) To furnish oversea venture chances for globaligation to venture business. 2) To operate information network. 3) To establish integrating system of oversea support offices. Fifth, to support capital and tax 1) To activate functions of investment organs. 2) To increase the number of venture investment company. 3) To permanently organige angel capitalists. 4) To reduce and exampt the corporation tax, and the like. Above mentioned results of this study have to be practiced, and in future, subdivided studies will be needed.

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Development of the Model for Community-based Health Care Program for Premature Infants and Family (미숙아를 위한 지역중심 건강관리사업의 모델개발)

  • Ahn Young-Mee
    • Child Health Nursing Research
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    • v.8 no.2
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    • pp.129-140
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    • 2002
  • The article reports the process, contents and strategies in the development of community based-heath care management program for high-risk infants and family, which was based on literature review, empirical needs assessment from pilot study. The program was divided into two emphasis areas: (1) identification and home visiting nursing care program, and (2) the construction of self-supporting group. The contents of home visiting nursing care were developed from the pilot study of the direct home visiting to premature infants after discharge. The documentation form for home care was standardized, including the demographic data, birth history, home care services, education and counsels, and visiting schedules. The integrated education protocol was elaborated to enhance the body of knowledge as well as clinical competency in caring high-risk infants and family by the supports of neonatologists, nursing scholar, and clinical specialists. In addition, the process and strategies in developing self-supporting group, consisting the high-risk infants and family, and any significant others were addressed. Emphases were given to the role of public health center and the recycling health care referral system to maximize the growth and development of high-risk infants on the community-base, which in turn, contributing to decrease the postneonatal mortality rate.

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Development of a Design Ontology and Design Process Visualization Environment for the Analysis and Leaning of Conceptual Design (개념 설계과정의 설계정보가시화를 위한 온톨로지 개발과 환경구현)

  • Kim, Sung-Ah
    • Korean Institute of Interior Design Journal
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    • v.16 no.4
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    • pp.119-126
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    • 2007
  • A prototype design process visualization and guidance system, is being developed. Its purpose is to visualize the design process in more intuitive manner so that one can get an insight to the complicated aspects of the design process. By providing a tangible utility to the design process performed by the expert designers or guided by the system, novice designers will be greatly helped to learn how to approach a certain class of design. Not only as an analysis tool to represent the characteristics of the design process, the system will be useful also for learning design process. A design ontology is being developed to provide the system with a knowledge-base, representing designer's activities associated with various design information during the conceptual design process, and then to be utilized for a computer environment for design analysis and guidance. To develop the design ontology, a conceptual framework of design activity model is proposed, and then the model has been tested and elaborated through investigating the nature of the early conceptual design. A design process representation model is conceptualized based on the ontology, and reflected into the development of the system. This paper presents the development process of the visualization system, modeling of design process ontology, and how the system could be utilized for the analysis and learning of conceptual design methods using computer mediated design support environment.

The Influence of Street Planting Types to the Evaluation of Sidewalk Landscape (가로식재유형이 보행경관평가에 미치는 영향분석)

  • Kim, Dong-Chan;Park, Kung-Mo
    • Journal of the Korean Institute of Landscape Architecture
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    • v.34 no.5 s.118
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    • pp.14-23
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    • 2006
  • Recently there have been great interest in the street landscapes, and numerous studies have been investigating shaping processes of urban landscapes, legal systems for scenery management, landscape preference and evaluation techniques. However, there are only few studies investigating how planting types influence on street landscape evaluation and how the relationships among street landscapes are. This study aims to make a guidelines which can be used for securing afforestation in urban settings and improving urban environment. In specific, the results of this study can provide guidelines for urban street design and the base knowledge for identifying appropriate requirements for better street landscapes. We identify factors which make shape certain images of street landscape, and draw physical factors influencing on visual appropriateness through visual landscapes evaluation process. To evaluate landscapes according to planting types, on-the-spot survey at 14 streets in Gang-Nam district were made. The district is under executing street improving projects and shows the most satisfying planting types. To evaluate street landscapes which people experience during their walking, 100m of continuous streets are chosen. The survey sites exclude streets with irregular pattern, are adjacent to large urban parks or are used as parking spaces in part. We evaluated 9 street landscapes classified into 1-line-planting, 2-line-planting and 3-line-planting on the basis of the location of planting and the planting methods.

An Automatic Weight Measurement of Rope Using Computer Vision

  • Joo, Ki-See
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.2 no.1
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    • pp.141-146
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    • 1998
  • Recently, the computer vision such as part measurement, and product inspection is very popular to achieve the factory automation since the labor cost is dramatically increasing. In this paper, the diameter and the length of rope are measured by CCD camera which is orthogonally mounted on the ceiling. Two parameters which are the diameter and the length of rope are used to measure the weight of rope. If the weight of rope is reached to predetermined weight, the information is transmitted to PLC(programmable logic control) to cut the rope on the wheel. The cutting machine cuts the rope according to the information obtained from the CCD camera. To measure the diameter and length of rope on real time, the searching space for image segmentation is restricted the predetermined area according to the camera calibration position. Finally, to estimate the weight of rope, the knowledge base system which depends on the diameter, the length of rope, and weight relation between these information are constructed according to diameters of rope. This method contributes to achieve the factory automation, and reduce the production cost since the operators are unnecessary to measure the weight of rope by try-and-error method.

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${\ulcorner}$Aheuichaulyo御醫撮要${\lrcorner}$-Restoration of the lost medical book in ancient Korea I ("어의촬요(御醫撮要)"-실전의서의 복원 I)

  • Ahn, Sang-Woo;Choi, Hwan-Soo
    • Korean Journal of Oriental Medicine
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    • v.4 no.1 s.4
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    • pp.1-25
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    • 1998
  • $\ulcorner$Aheuichaulyo御醫撮要$\lrcorner$ was known to be published by Choi Jong-jun崔宗峻 in Korea高麗 Dynasty(A.D.1226), however its original copy is not available at the present. It was thought that Korean folk medicine and the remedies were recorded in this book, and these were recorded in $\ulcorner$Euibangyoochui醫方類聚$\lrcorner$ published in Chosun 朝鮮 dynasty(1445). $\ulcorner$Euibangyoochui$\lrcorner$ is called a treasure-house of the knowledge of traditional oriental medicine which contains over 50,000 prescriptions and enormous amount of medical information. The restoration of $\ulcorner$Aheuichaulyo$\lrcorner$was possible during the process of establishment of data base work of $\ulcorner$Euibangyoochui$\lrcorner$. $\ulcorner$Aheuichaulyo$\lrcorner$ was restored as 131 chapters mainly from the related contents of $\ulcorner$Euibangyoochui$\lrcorner$ and partially from the contents of $\ulcorner$Hyangyakjipsungbang鄕藥集成方$\lrcorner$ and $\ulcorner$Boonmoononyukyihaebang分門瘟易解方$\lrcorner$ for the supplement.

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Two-stage ML-based Group Detection for Direct-sequence CDMA Systems

  • Buzzi, Stefano;Lops, Marco
    • Journal of Communications and Networks
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    • v.5 no.1
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    • pp.33-42
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    • 2003
  • In this paper a two-stage maximum-likelihood (ML) detection structure for group detection in DS/CDMA systems is presented. The first stage of the receiver is a linear filter, aimed at suppressing the effect of the unwanted (i.e., out-of-grout) users' signals, while the second stage is a non-linear block, implementing a ML detection rule on the set of desired users signals. As to the linear stage, we consider both the decorrelating and the minimum mean square error approaches. Interestingly, the proposed detection structure turns out to be a generalization of Varanasi's group detector, to which it reduces when the system is synchronous, the signatures are linerly independent and the first stage of the receiver is a decorrelator. The issue of blind adaptive receiver implementation is also considered, and implementations of the proposed receiver based on the LMS algorithm, the RLS algorithm and subspace-tracking algorithms are presented. These adaptive receivers do not rely on any knowledge on the out-of group users' signals, and are thus particularly suited for rejection of out-of-cell interference in the base station. Simulation results confirm that the proposed structure achieves very satisfactory performance in comparison with previously derived receivers, as well as that the proposed blind adaptive algorithms achieve satisfactory performance.