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Browsing by Author "Smets, Laura"

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    An encoding framework for binarized images using hyperdimensional computing

    Smets, Laura  
    ;
    Van Leekwijck, Werner  
    ;
    Tsang, Ing Jyh
    ;
    Latre, Steven  
    Journal article
    2024, FRONTIERS IN BIG DATA, 7, p.Art. 1371518
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    Classification Performance of Confidence-Driven Centroids

    Smets, Laura  
    ;
    Rachkovskij, Dmitri  
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    Osipov, E.
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    Volkov, O.
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    Van Leekwijck, Werner  
    ;
    Latre, Steven  
    Journal article
    2025, CYBERNETICS AND SYSTEMS ANALYSIS, (61) 2, p.289-304
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    Explaining and interpreting hyperdimensional computing classifiers on tabular data

    Smets, Laura  
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    Van Leekwijck, Werner  
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    Latre, Steven  
    ;
    Oramas, Jose  
    Journal article
    2025, Neurocomputing, 657, p.131643
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    Margin-Based Training of HDC Classifiers

    Smets, Laura  
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    Rachkovskij, Dmitri  
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    Osipov, Evgeny
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    Van Leekwijck, Werner  
    ;
    Volkov, Olexander
    Journal article
    2025, BIG DATA AND COGNITIVE COMPUTING, (9) 3, p.68
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    Simple Encoder Training for Hyperdimensional Computing

    Kirby, Peter  
    ;
    Smets, Laura
    ;
    Van Leekwijck, Werner  
    ;
    Oramas Mogrovejo, Jose Antonio  
    Letter
    2026, NEURAL COMPUTATION, 38, 10, p.1829-1849
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    Training a Hyperdimensional Computing Classifier Using a Threshold on Its Confidence

    Smets, Laura  
    ;
    Van Leekwijck, Werner  
    ;
    Tsang, Inton  
    ;
    Latre, Steven  
    Journal article
    2023, NEURAL COMPUTATION, (35) 12, p.2006-2023

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