Jonas Van Der Donckt

Ghent University — Belgium

Computer Science · Physical Sciences

9h-index311citations36works3.32yr avg
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Research Topics

Time Series Analysis and Forecasting(12), Migraine and Headache Studies(8), Data Visualization and Analytics(6), Complex Systems and Time Series Analysis(5), Anomaly Detection Techniques and Applications(4)

Publications36 total

Tracking Migraine Symptoms: A Longitudinal Comparison of Smartphone-Based Headache Diaries and Clinical Interviews
Neurology International·2025· 1 citedOpen Access
Uncovering the potential of smartphones for behavior monitoring during migraine follow-up
BMC Medical Informatics and Decision Making·2025· 2 citedOpen Access
Analysis of free-living daytime movement in patients with migraine with access to acute treatment
The Journal of Headache and Pain·2025· 4 citedOpen Access
tsdownsample: High-performance time series downsampling for scalable visualization
SoftwareX·2025Open Access
Left-Right Swapping and Upper-Lower Limb Pairing for Robust Multi-Wearable Workout Activity Detection
2024
Magnitude and Rotation Invariant Detection of Transportation Modes with Missing Data Modalities
2024· 2 cited
Mitigating data quality challenges in ambulatory wrist-worn wearable monitoring through analytical and practical approaches
Scientific Reports·2024· 18 citedOpen Access
Left-Right Swapping and Upper-Lower Limb Pairing for Robust Multi-Wearable Workout Activity Detection
arXiv (Cornell University)·2024Open Access
Magnitude and Rotation Invariant Detection of Transportation Modes with Missing Data Modalities
arXiv (Cornell University)·2024· 1 citedOpen Access
Acoustic and prosodic speech features reflect physiological stress but not isolated negative affect: a multi-paradigm study on psychosocial stressors
Scientific Reports·2024· 6 citedOpen Access
Addressing Data Quality Challenges in Observational Ambulatory Studies: Analysis, Methodologies and Practical Solutions for Wrist-worn Wearable Monitoring
arXiv (Cornell University)·2024· 1 citedOpen Access
Patients with chronic cluster headache may show reduced activity energy expenditure on ambulatory wrist actigraphy recordings during daytime attacks
Brain and Behavior·2024· 5 citedOpen Access
Ecologically valid speech collection in behavioral research: The Ghent Semi-spontaneous Speech Paradigm (GSSP)
Behavior Research Methods·2023· 2 citedOpen Access
Author response for "Patients with chronic cluster headache may show reduced activity energy expenditure on ambulatory wrist actigraphy recordings during daytime attacks"
2023
MinMaxLTTB: Leveraging MinMax-Preselection to Scale LTTB
2023· 6 citedOpen Access
Patients with chronic cluster headache may show reduced activity energy expenditure on ambulatory wrist actigraphy recordings during daytime attacks
2023· 1 citedOpen Access
tsdownsample: high-performance time series downsampling for scalable visualization
arXiv (Cornell University)·2023· 1 citedOpen Access
MinMaxLTTB: Leveraging MinMax-Preselection to Scale LTTB
arXiv (Cornell University)·2023· 1 citedOpen Access
Data Point Selection for Line Chart Visualization: Methodological Assessment and Evidence-Based Guidelines
arXiv (Cornell University)·2023· 4 citedOpen Access
Ecologically Valid Speech Collection in Behavioral Research: The Ghent Semi-spontaneous Speech Paradigm (GSSP)
2023· 3 citedOpen Access
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Frequent Co-authors

Sofie Van Hoecke(34), Jeroen Van Der Donckt(20), Nicolas Vandenbussche(12), Marija Stojchevska(11), Mathias De Brouwer(11), Femke Ongenae(11), Bram Steenwinckel(10), Koen Paemeleire(10), Emiel Deprost(8), Michaël Rademaker(6), Mitchel Kappen(6), Vic Degraeve(6), Marie–Anne Vanderhasselt(6), Gert Vanhollebeke(4), Gilles Vandewiele(3), Filip De Turck(3), Jens Allaert(2), Nilesh Madhu(2), Stephanie Chen(2), Kris Demuynck(2)