• 제목/요약/키워드: Hybrid Communication

검색결과 1,096건 처리시간 0.026초

Hybrid Case-based Reasoning and Genetic Algorithms Approach for Customer Classification

  • Kim Kyoung-jae;Ahn Hyunchul
    • Journal of information and communication convergence engineering
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    • 제3권4호
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    • pp.209-212
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    • 2005
  • This study proposes hybrid case-based reasoning and genetic algorithms model for customer classification. In this study, vertical and horizontal dimensions of the research data are reduced through integrated feature and instance selection process using genetic algorithms. We applied the proposed model to customer classification model which utilizes customers' demographic characteristics as inputs to predict their buying behavior for the specific product. Experimental results show that the proposed model may improve the classification accuracy and outperform various optimization models of typical CBR system.

클라우드 환경의 하이브리드 차등 진화 (Hybrid Differential Evolution of Cloud Environments)

  • 신성윤;이현창;신광성
    • 한국컴퓨터정보학회:학술대회논문집
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    • 한국컴퓨터정보학회 2022년도 제65차 동계학술대회논문집 30권1호
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    • pp.391-392
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    • 2022
  • 본 논문에서는 SparkHDE-EM이라는 생태학적 모델 알고리즘에 기반한 하이브리드 DE를 제안한다. 그리고 Spark 기반 아일랜드 모델을 도입하여 다양한 DE 변종의 병렬화를 구현한다. 또한 Monod 모델을 활용하여 자원 간의 균형을 유지하는 방법을 제안한다.

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다중톤 재밍이 존재하는 나카가미-­m 페이딩 환경에서 BFSK 변조방식을 이용한 Hybrid DS/SFH 확산대역 시스템의 성능분석 (Performance Analysis of Hybrid DS/SFH Spread Spectrum System using BFSK Modulations over Nakagami-m Fading Channel with Multitone Jamming)

  • 정근열;박진수
    • 한국정보통신학회논문지
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    • 제7권8호
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    • pp.1629-1637
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    • 2003
  • 본 논문에서는 다중톤 재밍이 존재하는 나카가미­m 페이딩 환경하에서 BFSK 변조방식을 사용한 Hybrid DS/FH 확산대역 시스템의 성능을 분석하였다. 분석 결과 주파수 도약율이 증가할수록 시스템의 성능이 향상되었으며, 확산대역 시스템의 복합비를 고정하였을 경우 DS확산대역 방식의 시스템보다 더 낮은 비트 에러 확률을 가짐을 증명하였다. 또한 m값이 증가함에 따라 페이딩의 영향이 감소함을 알 수 있었으며, 신호대 방해신호의 전력비(SJR)가 증가할수록 DS 확산대역 시스템보다 성능이 향상됨을 알 수 있었다. 결과적으로 재밍이 존재하는 나카가미­m 페이딩 환경 하에서 Hybrid DS/SFH 확산대역 시스템의 성능이 DS 확산대역 시스템의 성능보다 우수함을 입증하였다.

혼합시뮬레이션에서의 인과관계 오류 해결방안 (A Causality Error Prevention Scheme In The Hybrid Simulation)

  • 서동욱
    • 한국시뮬레이션학회논문지
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    • 제4권2호
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    • pp.31-40
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    • 1995
  • A hybrid simulation model consists of real physical entities as well as simulated ones. It also contains logical processes for decision making for each operation units, a group of the entities. During the execution of such simulations, the physical and the logical processes consume real clock time while the activity durations of the simulated ones are generated. Due to the inherent chracteristics of the subjects of the communication channels. Since one can not undo an real event already taken place, the traditional central clock approach is used for the synchronization of the events(Kim[6]). However, there are still chances of causality errors due to the randomness in the communication delays. This error is not found in the distributed pure simulations. This paper explains the error in details and proposes a prevention scheme that is simple to implement.

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Hybrid Multiple Access for Uplink OFDMA System

  • Jung, Bang-Chul;Kang, Min-Suk;Ban, Tae-Won
    • Journal of information and communication convergence engineering
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    • 제10권2호
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    • pp.117-122
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    • 2012
  • We propose a hybrid multiple access (HMA) for uplink orthogonal frequency division multiple access (OFDMA) systems, which combines two resource sharing schemes: a scheduling-based resource allocation (SBRA) scheme and a contentionbased resource allocation (CBRA) scheme. The SBRA scheme is appropriate for non-real time high data rate traffic, and, CBRA is appropriate for near-real time low/medium data rate traffic. Thus, the proposed HMA scheme supports various types of traffic. As a CBRA scheme, our proposed random frequency hopping (RFH)-OFDMA scheme was presented. Simulation results show that the proposed HMA yields the best performance among various resource allocation schemes for uplink OFDMA systems.

A Study on Automatic Service Creation Method of Cloud-based Mobile Contents

  • Park, Jong-Youel
    • International Journal of Internet, Broadcasting and Communication
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    • 제10권4호
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    • pp.19-24
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    • 2018
  • Recently, people can create small content by themselves and it improved into a form that can be promoted. Also, as active small business owners increase, they produce the content for promotion by themselves without external professional help and they utilize it. This paper studies the method to make Mobile Apps, Mobile Web and homepage services available by automatically generating the mobile based mini content. The automated content creation system suggests the method that small business owners and groups can easily communicate with new people by bringing Single Page Application, hybrid mobile web app, N-Screen based content building, private cloud-based PaaS building technology, P2P network based file sharing and multimedia thread technologies together and creating the content.

컨버젼스 기술을 이용한 어포던스 기반 미래주거 공간의 하이브리드 구조에 관한 연구 (A Study on Hybrid System of Affordance-based Future Housing using Convergence Technology)

  • 강민수;추승연
    • 한국주거학회:학술대회논문집
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    • 한국주거학회 2009년 춘계학술발표대회 논문집
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    • pp.95-100
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    • 2009
  • In the coming 21st centuries, words of development of information communication technology among the key words being emerged as an important concern has been talked about frequently and ubiquitous environment that helps human living being networked with humans, objects and environments has been rapidly progressed, influencing significantly over the various fields as well as architectural area. And eventually in this architectural area, the space that is desired to be shown to and experienced by the people could be found in the creation of a space in a new form that has not been existed in this world by utilizing the information communication technology. The purpose of this study is to develop one-step advanced space from the existing space and to form a new paradigm of the future space by utilizing convergence technology and the psychology-based design principle of behavioral inducement called affordance.

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HTML5 기반의 하이브리드 모바일 오피스 시스템 개발 (HTML5 based Hybrid Mobile Office System Development)

  • 최용규;이봉환
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2012년도 추계학술대회
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    • pp.202-206
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    • 2012
  • 본 논문에서는 웹표준화 기술 중 HTML5/CSS3, Mobile JQuery를 사용하여 다양한 모바일 플랫폼 환경에서 독립적으로 실행가능하며, 사용자에게 사용자 친화적인 웹 인터페이스 및 동적인 웹 설계를 통하여 모바일 단말 상에서 모바일 오피스 시스템을 사용할 시 사용자에게 불편함을 덜어줄 수 있는 하이브리드 웹 애플리케이션 기반의 모바일 오피스 시스템을 구현하였다.

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