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Browsing by Author "Decruyenaere, Johan"

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    Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling

    Vandewiele, Gilles  
    ;
    Dehaene, Isabelle
    ;
    Kovacs, Gyorgy
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    Sterckx, Lucas  
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    Janssens, Olivier
    Journal article
    2021, ARTIFICIAL INTELLIGENCE IN MEDICINE, 111, p.101987
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    The Real Deal Behind the Artificial Appeal: Inferential Utility of Tabular Synthetic Data

    Decruyenaere, Alexander
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    Dehaene, Heidelinde
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    Rabaey, Paloma  
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    Polet, Christiaan
    Proceedings paper
    2024, 40th Conference on Uncertainty in Artificial Intelligence (UAI), JUL 15-19, 2024, p.966-996
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    The web-based application "QUiPP v.2" for the prediction of preterm birth in symptomatic women is not yet ready for worldwide clinical use: ten reflections on development, validation and use

    Dehaene, Isabelle
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    Steen, Johan
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    Vandewiele, Gilles  
    ;
    Roelens, Kristien
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    Decruyenaere, Johan
    Letter
    2022, 306, p.571-575

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