• Proceedings of the Korea Inteligent Information System Society Conference
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• 2003.05a
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• pp.469-473
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• 2003

다층 구조 신경망에서 널리 사용되는 오류 역전파 알고리즘은 초기 가중치와 불충분한 은닉층의 노드수로 인하여 지역 최소화에 빠질 가능성이 있다. 따라서 본 논문에서는 오류 역전파 알고리즘에서 은닉층의 노드 수를 설정하는 문제와 ARTI에서 경계 변수의 설정에 따라 인식률이 저하되는 문제점을 개선하기 위하여 ARTI과 Max-Min 신경망을 결합한 퍼지 다층 퍼셉트론을 제안한다. 제안된 자가 생성을 이용한 퍼지 다층 퍼셉트론은 입력층에서 은닉층으로 노드를 생성시키는 방식은 ARTI을 적용하였고, 가중치 조정은 특정 패턴에 대한 저장 패턴을 수정하도록 하는 winner-take-all 방식을 적용하였다. 제안된 학습 방법의 성능을 평가하기 위하여 학생증 영상을 대상으로 실험한 결과, 기존의 오류 역전파 알고즘보다 연결 가중치들이 지역 최소화에 위치할 가능성이 줄었고 학습 속도 및 정체 현상이 개선되었다.

• The Journal of the Korea Contents Association
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• v.10 no.5
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• pp.99-106
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• 2010

Multilayer perceptrons(MLPs) or feed-forward neural networks are widely applied to many areas based on their function approximation capabilities. When implementing MLPs for application problems, we should determine various parameters and training methods. In this paper, we discuss the design of MLPs especially for pattern classification problems. This discussion includes how to decide the number of nodes in each layer, how to initialize the weights of MLPs, how to train MLPs among various error functions, the imbalanced data problems, and deep architecture.

• Proceedings of the Korea Information Processing Society Conference
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• 2000.04a
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• pp.410-413
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• 2000

전자상거래(Electronic Commerce)는 워크플로우를 이용하여 기존 상거래에서 나타나는 유통 구조상의 문제점을 개선할 수 있다. 전자상거래의 거래 패턴은 기존 상거래의 패턴과는 달리 각 노드간 네트워크를 기반으로 형성된다. 본 고에서는 전자상거래를 네트워크기반에서 조명하고, 거래 패턴에 따른 가치사슬 워크플로우 모델 특성을 분석하였다. 소비자-소매점-제조업-배송 노드간에 발생하는 처리 절차를 기술하였다. 또한, 워크플로우 데이터 분류, 고려사항 등을 기술하였다.

• The Journal of Korean Institute of Communications and Information Sciences
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• v.36 no.7A
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• pp.662-668
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• 2011

This paper analyzes the performance of the Ad hoc On-demand Distance Vector (AODV) routing protocol and Optimized Link State Routing (OLSR) for Mobile Ad hoc Networks (MANETs) using node mobility models. Mobility affects the performance of a routing protocol as it causes changes to network topology. Thus, evaluating the performance of a MANET routing protocol requires mobility models that can accurately represent the movements of mobile nodes. Therefore, this paper evaluates the performance of the AODV and OLSR routing protocols using the random way point model and the Levy walk model by the ns-2 simulations.

• Proceedings of the Korean Information Science Society Conference
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• 2000.04a
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• pp.597-599
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• 2000

대규모 병렬 컴퓨터에서 메시지를 가진 한 노드에서 다른 모든 노드들로 그 메시지를 전달하는 방송은 데이터의 복제, 신호 처리와 같은 다양한 응용프로그램에서 이용되는 중요한 통신 패턴이다. 매크로-스타 그래프는 스타 그래프를 기본 모듈로 가지면서 스타 그래프가 갖는 노드 대칭성, 최대 고장 허용도, 계층적 분할 성질을 갖고, 스타 그래프보다 망 비용이 개선된 상호 연결망으로 최근에 제안되었다. 본 논문에서는 매크로-스타 그래프의 계층적 분할 성질과 기본 모듈을 이용한 매크로-스타 그래프에서의 일-대-다 방송알고리즘을 제안한다.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.18 no.7
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• pp.1721-1726
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• 2014

The sensor network technology for core technology of ubiquitous computing is in the spotlight recently, the research on sensor network is proceeding actively which is composed many different sensor node. The major traffic patterns of plenty of sensor networks are composed of collecting types of single directional data, which is transmitting packets from several sensor nodes to sink node. One of the important condition for design of sensor node is to extend for network life which is to minimize power-consumption under the limited resources of sensor network. In this paper analysis used routing protocols using the network simulation that was used second level cluster structure to reduce delay and power-consumption of sensor node.

• Journal of the Korea Society of Computer and Information
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• v.14 no.5
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• pp.103-117
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• 2009

In MANET(Mobile Ad-Hoc Network), providing security to routing has been a significant issue recently. Existing studies, however, focused on either of secure routing or packet itself where malicious operations occur. In this paper, we propose SRPPnT(A Secure Routing Protocol in MANET based on Malicious Pattern of Node and Trust Level) that consider both malicious behavior on packet and secure routing. SRPPnT is identify the node where malicious activities occur for a specific time to compose trust levels for each node, and then to set up a routing path according to the trust level obtained. Therefore, SRPPnT is able to make efficient countermeasures against malicious operations. SRPPnT is based on AODV(Ad-Hoc On-Demand Distance Vector Routing). The proposed SRPPnT, from results of the NS-2 network simulation. shows a more prompt and accurate finding of malicious nodes than previous protocols did, under the condition of decreased load of networks and route more securely.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2013.10a
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• pp.733-736
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• 2013

The sensor network technology for core technology of ubiquitous computing is in the spotlight recently, the research on sensor network is proceeding actively which is composed many different sensor node. The major traffic patterns of plenty of sensor networks are composed of collecting types of single directional data, which is transmitting packets from several sensor nodes to sink node. One of the important condition for design of sensor node is to extend for network life which is to minimize power-consumption under the limited resources of sensor network. In this paper analysis used routing protocols using the network simulation that was used second level cluster structure to reduce delay and power-consumption of sensor node.

• Journal of the Institute of Electronics Engineers of Korea SD
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• v.38 no.4
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• pp.292-301
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• 2001

IDDQ Testing is a very effective testing method to detect many kinds of physical defects occurred in CMOS VLSI circuits. In this paper, we consider the most commonly occurring bridging faults in current CMOS technologies and develop pattern generator for IDDQ testing using efficient IDDQ test algorithms. The complete set of bridging faults between every pair of all nodes(internal and external nodes) within circuit under test is assumed as target fault model. The merit of considering the complete bridging fault set is that layout information is not necessary. Implemented test pattern generator uses a new neighbor searching algorithm and fault collapsing schemes to achieve fast run time, high fault coverage, and compact test sets. Experimental results for ISCAS benchmark circuits demonstrate higher efficiency than those of previous methods.

• Journal of KIISE:Computing Practices and Letters
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• v.16 no.1
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• pp.130-134
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• 2010

When an XML document is updated in order to represent correctly the structural relationships of nodes in a document, the existing XML labeling schemes relabel nodes or use a labeling scheme that the label of a node has much information. However, the relabeling on large XML documents needs many labeling costs and the labeling scheme that the label of a node has much information requires many storage costs. Therefore, the existing labeling schemes degrade significantly query processing performance on dynamic XML documents. This paper proposes the bit-pattern labeling scheme that solves the problems of the existing schemes. The proposed labeling scheme outperforms the existing labeling schemes because the structural relationships of nodes are represented with a bit string.