| Applying deep learning to reduce large adaptation spaces of self-adaptive systems with multiple types of goals J Van Der Donckt, D Weyns, F Quin, J Van Der Donckt, S Michiels Proceedings of the IEEE/ACM 15th International Symposium on Software …, 2020 | 48 | 2020 |
| Do not sleep on traditional machine learning: Simple and interpretable techniques are competitive to deep learning for sleep scoring J Van Der Donckt, J Van Der Donckt, E Deprost, N Vandenbussche, ... Biomedical Signal Processing and Control 81, 104429, 2023 | 36* | 2023 |
| Plotly-resampler: Effective visual analytics for large time series J Van Der Donckt, J Van Der Donckt, E Deprost, S Van Hoecke 2022 IEEE Visualization and Visual Analytics (VIS), 21-25, 2022 | 21 | 2022 |
| MIRRA: A modular and cost-effective microclimate monitoring system for real-time remote applications O Pieters, E Deprost, J Van Der Donckt, L Brosens, P Sanczuk, ... Sensors 21 (13), 4615, 2021 | 17 | 2021 |
| Acoustic speech features in social comparison: how stress impacts the way you sound M Kappen, J Van Der Donckt, G Vanhollebeke, J Allaert, V Degraeve, ... Scientific Reports 12 (1), 22022, 2022 | 16 | 2022 |
| Assessing the added value of context during stress detection from wearable data M Stojchevska, B Steenwinckel, J Van Der Donckt, M De Brouwer, A Goris, ... BMC Medical Informatics and Decision Making 22 (1), 268, 2022 | 16 | 2022 |
| tsflex: Flexible time series processing & feature extraction J Van Der Donckt, J Van Der Donckt, E Deprost, S Van Hoecke SoftwareX 17, 100971, 2022 | 14 | 2022 |
| mBrain: towards the continuous follow-up and headache classification of primary headache disorder patients M De Brouwer, N Vandenbussche, B Steenwinckel, M Stojchevska, ... BMC Medical Informatics and Decision Making 22 (1), 87, 2022 | 9 | 2022 |
| From self-reporting to monitoring for improved migraine management J Van Der Donckt, M De Brouwer, P Moens, M Stojchevska, ... Engineer meets Physician (EmP), 2022 | 6 | 2022 |
| Towards knowledge-driven symptom monitoring & trigger detection of primary headache disorders M De Brouwer, N Vandenbussche, B Steenwinckel, M Stojchevska, ... Companion Proceedings of the Web Conference 2022, 264-268, 2022 | 5 | 2022 |
| MinMaxLTTB: Leveraging MinMax-Preselection to Scale LTTB J Van Der Donckt, J Van Der Donckt, M Rademaker, S Van Hoecke 2023 IEEE Visualization and Visual Analytics (VIS), 21-25, 2023 | 3 | 2023 |
| Data point selection for line chart visualization: Methodological assessment and evidence-based guidelines J Van Der Donckt, J Van Der Donckt, M Rademaker, S Van Hoecke arXiv preprint arXiv:2304.00900, 2023 | 3 | 2023 |
| Ecologically Valid Speech Collection in Behavioral Research: The Ghent Semi-spontaneous Speech Paradigm (GSSP) J Van Der Donckt, M Kappen, V Degraeve, K Demuynck, ... PsyArXiv, 2023 | 3 | 2023 |
| Latent representations for spoken language J Van Der Donckt | 2 | 2019 |
| Magnitude and Rotation Invariant Detection of Transportation Modes with Missing Data Modalities J Van Der Donckt, J Van Der Donckt, S Van Hoecke Companion of the 2024 on ACM International Joint Conference on Pervasive and …, 2024 | 1 | 2024 |
| Patients with chronic cluster headache may show reduced activity energy expenditure on ambulatory wrist actigraphy recordings during daytime attacks N Vandenbussche, J Van Der Donckt, M De Brouwer, B Steenwinckel, ... Brain and Behavior 14 (1), e3360, 2024 | 1 | 2024 |
| Left-Right Swapping and Upper-Lower Limb Pairing for Robust Multi-Wearable Workout Activity Detection J Van Der Donckt, J Van Der Donckt, S Van Hoecke Companion of the 2024 on ACM International Joint Conference on Pervasive and …, 2024 | | 2024 |
| Mitigating data quality challenges in ambulatory wrist-worn wearable monitoring through analytical and practical approaches J Van Der Donckt, N Vandenbussche, J Van Der Donckt, S Chen, ... Scientific Reports 14 (1), 17545, 2024 | | 2024 |
| Acoustic and prosodic speech features reflect physiological stress but not isolated negative affect: a multi-paradigm study on psychosocial stressors M Kappen, G Vanhollebeke, J Van Der Donckt, S Van Hoecke, ... Scientific Reports 14 (1), 5515, 2024 | | 2024 |
| tsdownsample: high-performance time series downsampling for scalable visualization J Van Der Donckt, J Van Der Donckt, S Van Hoecke arXiv preprint arXiv:2307.05389, 2023 | | 2023 |
Sofie Van HoeckeAssociate professor, Ghent UniversityVerified email at ugent.be
