Applying deep learning to reduce large adaptation spaces of self-adaptive systems with multiple types of goals. - M. Jeroen Van Der Donckt; Danny Weyns; Federico Quin; Jonas Van Der Donckt; Sam Michiels (SEAMS@ICSE, 2020)

MIRRA: A Modular and Cost-Effective Microclimate Monitoring System for Real-Time Remote Applications. - Olivier Pieters; Emiel Deprost; Jonas Van Der Donckt; Lore Brosens; Pieter Sanczuk; Pieter Vangansbeke; Tom De Swaef; Pieter De Frenne; Francis Wyffels (Sensors, 2021)

Plotly-Resampler: Effective Visual Analytics for Large Time Series. - Jonas Van Der Donckt; Jeroen Van Der Donckt; Emiel Deprost; Sofie Van Hoecke (IEEE VIS (Short Papers), 2022)

Towards Knowledge-Driven Symptom Monitoring & Trigger Detection of Primary Headache Disorders. - Mathias De Brouwer; Nicolas Vandenbussche; Bram Steenwinckel; Marija Stojchevska; Jonas Van Der Donckt; Vic Degraeve; Filip De Turck; Koen Paemeleire; Sofie Van Hoecke; Femke Ongenae (WWW (Companion Volume), 2022)

Plotly-Resampler: Effective Visual Analytics for Large Time Series. - Jonas Van Der Donckt; M. Jeroen Van Der Donckt; Emiel Deprost; Sofie Van Hoecke (CoRR, 2022)

Do Not Sleep on Linear Models: Simple and Interpretable Techniques Outperform Deep Learning for Sleep Scoring. - M. Jeroen Van Der Donckt; Jonas Van Der Donckt; Emiel Deprost; Nicolas Vandenbussche; Michaël Rademaker; Gilles Vandewiele; Sofie Van Hoecke (CoRR, 2022)

mBrain: towards the continuous follow-up and headache classification of primary headache disorder patients. - Mathias De Brouwer; Nicolas Vandenbussche; Bram Steenwinckel; Marija Stojchevska; Jonas Van Der Donckt; Vic Degraeve; Jasper Vaneessen; Filip De Turck; Bruno Volckaert; Paul Boon 001; Koen Paemeleire; Sofie Van Hoecke; et al. (BMC Medical Informatics Decis. Mak., 2022)

Assessing the added value of context during stress detection from wearable data. - Marija Stojchevska; Bram Steenwinckel; Jonas Van Der Donckt; Mathias De Brouwer; Annelies Goris; Filip De Turck; Sofie Van Hoecke; Femke Ongenae (BMC Medical Informatics Decis. Mak., 2022)

tsflex: Flexible time series processing & feature extraction. - Jonas Van Der Donckt; M. Jeroen Van Der Donckt; Emiel Deprost; Sofie Van Hoecke (SoftwareX, 2022)

MinMaxLTTB: Leveraging MinMax-Preselection to Scale LTTB. - Jeroen Van Der Donckt; Jonas Van Der Donckt; Michaël Rademaker; Sofie Van Hoecke (IEEE VIS (Short Papers), 2023)

Data Point Selection for Line Chart Visualization: Methodological Assessment and Evidence-Based Guidelines. - Jonas Van Der Donckt; M. Jeroen Van Der Donckt; Michaël Rademaker; Sofie Van Hoecke (CoRR, 2023)

MinMaxLTTB: Leveraging MinMax-Preselection to Scale LTTB. - M. Jeroen Van Der Donckt; Jonas Van Der Donckt; Michaël Rademaker; Sofie Van Hoecke (CoRR, 2023)

tsdownsample: high-performance time series downsampling for scalable visualization. - M. Jeroen Van Der Donckt; Jonas Van Der Donckt; Sofie Van Hoecke (CoRR, 2023)

Do not sleep on traditional machine learning: Simple and interpretable techniques are competitive to deep learning for sleep scoring. - M. Jeroen Van Der Donckt; Jonas Van Der Donckt; Emiel Deprost; Nicolas Vandenbussche; Michaël Rademaker; Gilles Vandewiele; Sofie Van Hoecke (Biomed. Signal Process. Control., 2023)

Addressing Data Quality Challenges in Observational Ambulatory Studies: Analysis, Methodologies and Practical Solutions for Wrist-worn Wearable Monitoring. - Jonas Van Der Donckt; Nicolas Vandenbussche; Jeroen Van Der Donckt; Stephanie Chen; Marija Stojchevska; Mathias De Brouwer; Bram Steenwinckel; Koen Paemeleire; Femke Ongenae; Sofie Van Hoecke (CoRR, 2024)

Magnitude and Rotation Invariant Detection of Transportation Modes with Missing Data Modalities. - Jeroen Van Der Donckt; Jonas Van Der Donckt; Sofie Van Hoecke (CoRR, 2024)

Left-Right Swapping and Upper-Lower Limb Pairing for Robust Multi-Wearable Workout Activity Detection. - Jonas Van Der Donckt; Jeroen Van Der Donckt; Sofie Van Hoecke (CoRR, 2024)

tsdownsample: High-performance time series downsampling for scalable visualization. - Jeroen Van Der Donckt; Jonas Van Der Donckt; Sofie Van Hoecke (SoftwareX, 2025)

Uncovering the potential of smartphones for behavior monitoring during migraine follow-up. - Marija Stojchevska; Jonas Van Der Donckt; Nicolas Vandenbussche; Mathias De Brouwer; Koen Paemeleire; Femke Ongenae; Sofie Van Hoecke (BMC Medical Informatics Decis. Mak., 2025)