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Catalog Publications

Year 2024

Year 2023

  • Damage Detection in Composite Materials Using Hyperspectral Imaging
    Publication
    • J. Długosz
    • P. Dao
    • W. Staszewski
    • T. Uhl
    • P. B. Dao

    - Year 2023

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  • Data, Information, Knowledge, Wisdom Pyramid Concept Revisited in the Context of Deep Learning
    Publication

    - Year 2023

    In this paper, the data, information, knowledge, and wisdom (DIKW) pyramid is revisited in the context of deep learning applied to machine learningbased audio signal processing. A discussion on the DIKW schema is carried out, resulting in a proposal that may supplement the original concept. Parallels between DIWK pertaining to audio processing are presented based on examples of the case studies performed by the author and her collaborators....

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  • DATA INTEROPERABILITY AND THE OPEN DATA ECOSYSTEM: ROLES AND RESEARCH AREAS
    Publication

    - Year 2023

    Sustainability and value-creation are considered important parameters to measure the success of an open data system. Unfortunately, existing open data systems are not meeting their promises to achieve a sustainable and value-based open data system. Van Loenen et al. (2021) proposed a sustainable and value-creating open data ecosystem. According to their study, the open data ecosystem needs to be user-driven, inclusive, circular,...

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