Browsing by Author "Van Der Donckt, Jeroen"
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Publication Data analytics for health and connected care: Ontology, knowledge graph and applications
Proceedings paper2022, EAI PervasiveHealth, the 16th EAI International Conference on Pervasive Computing Technologies for Healthcare, 12-24/12/2022Publication Deep Learning for Effective and Efficient Reduction of Large Adaptation Spaces in Self-adaptive Systems
Journal article2022, ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS, (17) 1-2, p.1-42Publication Do not sleep on traditional machine learning Simple and interpretable techniques are competitive to deep learning for sleep scoring
Journal article2023, BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 81, p.104429Publication Left-Right Swapping and Upper-Lower Limb Pairing for Robust Multi-Wearable Workout Activity Detection
Proceedings paper2024, ACM International Joint Conference on Pervasive and Ubiquitous Computing / ACM International Symposium on Wearable Computers (UbiComp/ISWC), OCT 05-09, 2024, p.545-550Publication Model-agnostic visual explanations via approximate bilinear models
Proceedings paper2023, IEEE Conference on Visualization and Visual Analytics (IEEE VIS), OCT 22-27, 2023, p.21-25Publication Powershap: A Power-Full Shapley Feature Selection Method
Proceedings paper2023, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), SEP 19-23, 2022, p.71-87