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Browsing by Author "Van Der Donckt, Jeroen"

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    Advancing Time Series Data Analytics and Applied Machine Learning in Healthcare

    Van Der Donckt, Jeroen  
    PHD thesis
    2023
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    Data analytics for health and connected care: Ontology, knowledge graph and applications

    Steenwinckel, Bram  
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    De Brouwer, Mathias  
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    Stojchevska, Marija  
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    Van Der Donckt, Jeroen  
    Proceedings paper
    2022, EAI PervasiveHealth, the 16th EAI International Conference on Pervasive Computing Technologies for Healthcare, 12-24/12/2022
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    Deep Learning for Effective and Efficient Reduction of Large Adaptation Spaces in Self-adaptive Systems

    Weyns, Danny
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    Gheibi, Omid
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    Quin, Federico
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    Van Der Donckt, Jeroen  
    Journal article
    2022, ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS, (17) 1-2, p.1-42
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    Do not sleep on traditional machine learning Simple and interpretable techniques are competitive to deep learning for sleep scoring

    Van Der Donckt, Jeroen  
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    Van Der Donckt, Jonas  
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    Deprost, Emiel  
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    Vandenbussche, Nicolas
    Journal article
    2023, BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 81, p.104429
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    Left-Right Swapping and Upper-Lower Limb Pairing for Robust Multi-Wearable Workout Activity Detection

    Van Der Donckt, Jonas  
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    Van Der Donckt, Jeroen  
    ;
    Van Hoecke, Sofie  
    Proceedings paper
    2024, ACM International Joint Conference on Pervasive and Ubiquitous Computing / ACM International Symposium on Wearable Computers (UbiComp/ISWC), OCT 05-09, 2024, p.545-550
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    Model-agnostic visual explanations via approximate bilinear models

    Van Der Donckt, Jeroen  
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    Van Der Donckt, Jonas  
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    Rademaker, Michael  
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    Van Hoecke, Sofie  
    Proceedings paper
    2023, IEEE Conference on Visualization and Visual Analytics (IEEE VIS), OCT 22-27, 2023, p.21-25
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    Powershap: A Power-Full Shapley Feature Selection Method

    Verhaeghe, Jarne  
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    Van Der Donckt, Jeroen  
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    Ongenae, Femke  
    ;
    Van Hoecke, Sofie  
    Proceedings paper
    2023, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), SEP 19-23, 2022, p.71-87

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