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AI is Systems-Networks 인공지능과 시스템-네트워크

AI 기술을 제품과 사회에 반영하기 위해서는 요구되는 계산량 및 전송량을 감당할 고성능 시스템 및 네트워킹이 필수적이다. 반면, AI 기술을 이용하여 시스템 및 네트워크를 최적화하거나 새로운 디자인을 고안하는 연구도 활발히 진행되고 있다.

  • 2022

  • Bayesian inductive learning in group recommendations for seen and unseen groups

    Kwang Hee Lee, Myoung Ho Kim
    INFORMATION SCIENCES
    2022

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  • 고차 그래프 뉴럴 네트워크를 활용한 이질형 그래프에서의 링크 예측

    안성진, 김명호
    정보과학회 컴퓨팅의 실제 논문지
    2022

  • 노드와 링크간의 상호작용을 동시에 반영한 그래프 어텐션 네트워크 기반 지식 그래프 임베딩

    김준선, 김명호
    정보과학회 논문지
    2022

  • 2021

  • DGC: Dynamic Group Behavior Modeling that utilizes Context Information for Group Recommendation

    Hyunji Jeong, Kwang Hee Lee, Myoung Ho Kim
    KNOWLEDGE-BASED SYSTEMS
    2021

  • I/O Efficient Structural Clustering and Maintenance of Clusters for Large-scale Graphs

    Junghyuk Seo, Myoung Ho Kim
    EXPERT SYSTEMS WITH APPLICATIONS
    2021

  • 2020

  • Case Study Investigation of the Fault Detection and Error Locating Effects of Architecture-based Software Testing

    Lee, Jihyun, Sungwon Kang
    INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
    2020

  • Utilizing adjacency of colleagues and type correlations for enhanced link prediction

    Hyunji Jeong, Myoung Ho Kim
    DATA & KNOWLEDGE ENGINEERING
    2020

  • 2019

  • HGGC: A hybrid group recommendation model considering group cohesion

    Hyunji Jeong, Myoung Ho Kim
    EXPERT SYSTEMS WITH APPLICATIONS
    2019

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  • 2017

  • A System to Analyze Group Socializing Behaviors in Social Parties

    Hyukjae Jang, Choe, Sungwon P., Gunkel, Simon N. B., Kang, Seungwoo, Junehwa Song
    IEEE Transactions on Human-Machine Systems
    2017

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  • Real-Time Scheduling for Preventing Information Leakage with Preemption Overheads

    백형부, 이진규, 이재원, 김평, Kang, Brent Byunghoon
    Advances in Electrical and Computer Engineering
    2017

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  • 2016

  • An Enhanced Rule-Based Web Scanner Based on Similarity Score

    MinSoo Lee, Lee, Younho, Hyunsoo Yoon
    ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING
    2016

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  • An efficient top-k query processing framework in mobile sensor networks

    Hee Jung Yang, Chin-Wan Chung, Myoung Ho Kim
    DATA & KNOWLEDGE ENGINEERING
    2016

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  • Data Randomization and Cluster-Based Partitioning for Botnet Intrusion Detection

    Omar Y. Al-Jarrah, Omar Alhussein, Paul D. Yoo, Sami Muhaidat, Taha, K., Kwangjo Kim
    IEEE TRANSACTIONS ON CYBERNETICS
    2016

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  • 2014

  • A Comparison of Software Product Line Traceability Approaches from End-to-End Traceability Perspectives

    Kim, Jingyu, Sungwon Kang, Lee, Jihyun
    INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
    2014

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  • An effective dissimilarity measure for clustering of high-dimensional categorical data

    Lee, Jeonghoon, Yoon-Joon Lee
    KNOWLEDGE AND INFORMATION SYSTEMS
    2014

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  • Architecture-Based Planning of Software Evolution

    Sungwon Kang, Garlan, David
    INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
    2014

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  • Time-slide window join over data streams

    Kim, Hyeon Gyu, Park, Yoo Hyun, Cho, Yang Hyun, Myoung Ho Kim
    JOURNAL OF INTELLIGENT INFORMATION SYSTEMS
    2014

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  • 2013

  • An Effective Dissimilarity Measure for Clustering of High Dimensional Categorical Data

    Jeonghoon Lee, Yoon-Joon Lee
    KNOWLEDGE AND INFORMATION SYSTEMS
    2013

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  • Bichromatic Buckets: An Effective Technique to Improve the Accuracy of Histograms for Geographic Data Points

    Hai Thanh Mai, Kim, Jaeho, Myoung Ho Kim
    DATA & KNOWLEDGE ENGINEERING
    2013

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  • Disputant Relation-Based Classification for Contrasting Opposing Views of Contentious News Issues

    Park, Souneil, Kim, Jungil, Lee, Kyung Soon, Junehwa Song
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
    2013

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