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  1. No Access

    Article

    A framework for data-driven solution and parameter estimation of PDEs using conditional generative adversarial networks

    Here we employ and adapt the image-to-image translation concept based on conditional generative adversarial networks (cGAN) for learning a forward and an inverse solution operator of partial differential equat...

    Teeratorn Kadeethum, Daniel O’Malley, Jan Niklas Fuhg… in Nature Computational Science (2021)

  2. Chapter and Conference Paper

    A Data-Centric Self-organization Scheme for Energy-Efficient Wireless Sensor Networks

    In this paper, we propose a new self-organization scheme, DICSION (Data-centrIC Self-organizatION), which can improve the energy efficiency and prolong network lifetime of wireless sensor networks. Since a lar...

    SungHyup Lee, YoungSoo Choi, HeeDong Park… in Emerging Directions in Embedded and Ubiqui… (2006)

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    Chapter and Conference Paper

    Autonomous and Dependable Recovery Scheme in UPnP Network Settings

    Resources or devices on the network might be unavailable due to serious network partitioning. To provide a robust network connectivity, this paper presents an autonomous and dependable recovery scheme using te...

    Youngsoo Choi, Sanguk Noh, Kyunghee Choi… in Intelligent Data Engineering and Automated… (2005)

  4. No Access

    Chapter and Conference Paper

    An Intelligent Topic-Specific Crawler Using Degree of Relevance

    It is indispensable that the users surfing on the Internet could have web pages classified into a given topic as correct as possible. Toward this ends, this paper presents a topic-specific crawler computing th...

    Sanguk Noh, Youngsoo Choi, Haesung Seo… in Intelligent Data Engineering and Automated… (2004)