• The Journal of Korean Institute of Communications and Information Sciences
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• v.28 no.2B
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• pp.144-156
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• 2003

Internet/Intranet has been continuously enhanced by new emerging IP technologies such as differentiate service(DiffServ), IPSec(IP Security) and MPLS(Multi-protocol Label Switching) traffic engineering. According to the increased demands of various real-time multimedia services, ISP(Internet Service Provider) should provide enhanced end-to-end QoS(quality of service) and security features. Therefore, Internet and Intranet need the management functionality of sophisticated traffic engineering functions. In this paper, we design and implement the performance management functionality for the guaranteed end-to-end QoS provisioning on MPLS-based VPLS(Virtual Private LAN Service). We propose VPLS OAM(Operation, Administration and Maintenance) for efficient performance management. We focus on a scheme of QoS management and measurement of QoS parameters(such as delay, jitter, loss, etc.) using VPLS OAM functions. The proposed performance management system also supports performance tuning to enhance the provided QoS by re-adjusting the bandwidth of LSPs for VPLS. We present the experimental results of performance monitoring and analysis using a network simulator.

• The KIPS Transactions:PartB
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• v.17B no.2
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• pp.177-182
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• 2010

This paper proposes a new document clustering method using PCA and fuzzy association. The proposed method can represent an inherent structure of document clusters better since it select the cluster label and terms of representing cluster by semantic features based on PCA. Also it can improve the quality of document clustering because the clustered documents by using fuzzy association values distinguish well dissimilar documents in clusters. The experimental results demonstrate that the proposed method achieves better performance than other document clustering methods.

• Proceedings of the Korea Multimedia Society Conference
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• 2002.11b
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• pp.690-693
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• 2002

차세대 인터넷에서 DiffServ 네트워크는 서비스 품질(QoS: Quality of Service) 제공을 위한 확장성이 높은 구조를 제시하고 있다. 차세대 네트워크에서는 음성이나 비디오 전송 같은 많은 응용들을 지원하기 위하여 QoS 보장 서비스가 필요하다. 차세대 인터넷에서 QoS 제공을 위하여 RSVP(Resource Reservation Protocol), MPLS(Multi-Protocol Label Switching), DiffServ 및 QoS 라우팅 등의 기법이 개발되고 표준화되고 있다. 원격 교육 역시 주로 인터넷이 주도하고 있다는 면에서는 QoS의 문제를 피해 갈 수 없는 것이다. 그러나, 국내에서는 이러한 QoS 능력을 안전하게 제공하기 위한 기법에 대한 연구가 거의 없는 실정이다. 따라서, 본 논문에서는 QoS를 안전하게 제공하기 위한 보안 기법을 DiffServ 네트워크를 중심으로 제시하고 원격교육에 적용시의 문제들을 고려하고자 한다.

• Journal of Computing Science and Engineering
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• v.5 no.3
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• pp.257-268
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• 2011

Machine learning and data mining have found many applications in biological domains, where we look to build predictive models based on labeled training data. However, in practice, high quality labeled data is scarce, and to label new data incurs high costs. Transfer and multitask learning offer an attractive alternative, by allowing useful knowledge to be extracted and transferred from data in auxiliary domains helps counter the lack of data problem in the target domain. In this article, we survey recent advances in transfer and multitask learning for bioinformatics applications. In particular, we survey several key bioinformatics application areas, including sequence classification, gene expression data analysis, biological network reconstruction and biomedical applications.

• Journal of Advanced Navigation Technology
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• v.14 no.2
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• pp.239-246
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• 2010

This paper proposes a new document clustering method using NMF and fuzzy relationship. The proposed method can improve the quality of document clustering because the clustered documents by using fuzzy relation values between semantic features and terms to distinguish well dissimilar documents in clusters, the selected cluster label terms by using semantic features with NMF, which is used in document clustering, can represent an inherent structure of document set better. The experimental results demonstrate that the proposed method achieves better performance than other document clustering methods.

• Proceedings of the IEEK Conference
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• 2000.07a
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• pp.529-532
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• 2000

This paper addresses how to be connected with end-to-end shortcut using ATM Switched Virtual Connection (SVC) in ATM-based Multi-Protocol Label Switching (MPLS) Networks. Without additionally existing ATM Ships-in-the-Night (SIN) mode, when the stream is continuously transmitted at the same destination with the lapse of determined aging time, the connection is changed with end-to-end shortcut connection using ATM signaling. An ATM direct short circuit is performed an IP and ATM effective integration. An ATM shortcut has a number of advantages, like higher throughput, shorter end-to-end delay, reduced router load, better utilization of L2 Quality of Service (QoS) capabilities, and route optimization. In particular between other MPLS domains, this can be efficiently improved the performance of networks.

• Proceedings of the Korea Information Processing Society Conference
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• 2002.04b
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• pp.1519-1522
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• 2002

최근 비연결지향형(Connectionless)의 IP 상에 연결지향형(Connection-oriented)의 LSP 를 지원하는 MPLS(Multi-Protocol Label Switching) 서비스에 대한 관심이 증가되고 있다. 이는 트래픽 엔지니어링(TE: Traffic Engineering)과 Qos(Quality of Service) 제공 등의 향상된 서비스에 대한 요구사항이 증가하면서, 이에 적합한 차세대 인터넷 서비스의 효율적인 제공 방안으로 IETF 에서 표준화하고 있는 MPLS 기술이 대두되고 있기 때문이다. 이러한 사용자의 요구사항을 만족하기 위하여 한국전자통신 연구원에서는 ACE2000 MPLS 시스템을 개발했으며, 초고속망에 적용되는 MPLS 시스템을 관리하기 위한 관리 시스템을 개발하였다. 본 논문에서는 SNMP(Simple Network Management Protocol) 기반의 MPLS 망 관리 시스템과 트래픽 엔지니어링 관리 기능을 중심으로 관리 대상, 관리 수행 절차 등을 설명한다.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2009.10a
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• pp.202-203
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• 2009

In this paper, system divide into the edge extraction, labeling, clustering, and South Korea's traditional color combination and identifying to identify Korea's traditional colors. Edge is extracted using Canny operator. And given the label, and clustering to ensure the quality of the cluster. Finally, we identify color harmony by organizing and comparing primary color with secondary color configuration table Korea traditional color.

• Proceedings of the Korea Information Processing Society Conference
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• 2022.11a
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• pp.300-302
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• 2022

Palm vein identification has attracted attention due to its distinct characteristics and excellent recognition accuracy. However, many contactless palm vein identification systems suffer from the issue of having low-quality palm images, resulting in degradation of recognition accuracy. This paper proposes the use of U-Net architecture to correctly segment the vascular blood vessel from palm images. Attention gate mechanism and residual block are also utilized to effectively learn the crucial features of a specific segmentation task. The experiments were conducted on CASIA dataset. Hessian-based Jerman filtering method is applied to label the palm vein patterns from the original images, then the network is trained to segment the palm vein features from the background noise. The proposed method has obtained 96.24 IoU coefficient and 98.09 dice coefficient.

• The Journal of Korean Institute of Communications and Information Sciences
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• v.29 no.2B
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• pp.250-262
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• 2004

In IPv6 environment, the Internet Telephony, VoD(Video on Demand) and high capacity file exchange service will be more increased than IPv4. Therefore, the strict guarantee of QoS based on End-to-End and differentiated quality control schemes are simultaneously required. This paper proposes the flow control schemes on IPv6 network that the traffic is identified by flow and the QoS of multi-service is improved by QoS information in IPv6 hop-by-hop option header. The object of flow control includes not only non-default QoS traffic, which uses the flow label, but also best-effort or encrypted traffic. Therefore, the guarantee of real-time service is strengthened and the flow, which abuses unnecessarily the network resources, is effectively controlled. Also, this paper proposes the mapping scheme between the flow and MPLS by reflecting the minimum change of the existed network resource and the status of backbone network of ISP(Internet Service Provider). In the simulation result, It is shown that the proposed scheme is effective in the side of QoS on real-time services and utilization of backbone resources.